How much onchain traction does this project https://keryx.cc/ have? Any onchain transaction on Arc?
Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence threshold
· llm:deepseek:deepseek-flash
Review the original question, current payer, source cap and visibility before asking again. Reopening does not submit or spend anything. The saved report stays unchanged.
§ IIThe reading2 cited
Lowsource grounding— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence thresholdquick researchpreview plan 4/4 claimsSelected sources: 2/7 proposals
Recorded evidence
Targets with inspectable excerpts: 4/4.
Excerpt presence and estimated support do not establish a complete or factually correct answer.
Targets with missing excerpts or a low recorded support estimate: 1.
Inspect targets and prepare a follow-up
What onchain activity or metrics, if any, are publicly attributable to the project at https://keryx.cc/ (for example deployed contracts, token or USDC flows, transaction counts, or active addresses), and what time period do they cover?
What does 'Arc' refer to in this context (for example a specific blockchain network, testnet, or product), and is there any documented connection between the project at https://keryx.cc/ and Arc?
Are there any recorded onchain transactions on Arc associated with the project at https://keryx.cc/, and if so, what do they consist of and how verifiable are they?
What limitations or caveats apply to assessing the project's onchain traction, such as missing public data, unaudited claims, or metrics that do not distinguish the project from third parties?
Opens an editable question. Review the question and budget before starting a new research run, which may incur charges.
> ⚠ Low confidence — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence threshold. Treat this as provisional.
Model-written summary with sentence-level citations. Each sentence is followed by the verbatim source text it was checked against; sentences without a qualifying excerpt were removed.
Research target 1
Requested topic (unverified): “What onchain activity or metrics, if any, are publicly attributable to the project at https://keryx.cc/ (for example deployed contracts, token or USDC flows, transaction counts, or active addresses), and what time period do they cover?”
A stored report example shows zero access USDC and a recorded 0.025 USDC mainnet citation reward to Keryx Engineering. Source text: “The same example is the stored report and its receipt: zero access USDC and a recorded 0.025 USDC mainnet citation reward to Keryx Engineering.”
The evidence summary references a separate testnet archive of 23 paid creator wallets. Source text: “The current evidence summary explains network provenance, payment recipients, email counting and the separate testnet archive of 23 paid creator wallets.”
Research target 2
Requested topic (unverified): “What does 'Arc' refer to in this context (for example a specific blockchain network, testnet, or product), and is there any documented connection between the project at https://keryx.cc/ and Arc?”
Arc is Circle's stablecoin-native L1 with testnet chain id 5042002 and native gas denominated in USDC, and Keryx settles on it. Source text: “Keryx settles on Arc, Circle's stablecoin-native L1 (testnet chain id 5042002, native gas denominated in USDC).”
Keryx settles in USDC on Arc, a stablecoin-native chain built by Circle. Source text: “Settlement runs in USDC on Arc, a stablecoin-native chain built by Circle, so a call priced at half a cent is not eaten alive by transaction fees.”
Research target 3
Requested topic (unverified): “Are there any recorded onchain transactions on Arc associated with the project at https://keryx.cc/, and if so, what do they consist of and how verifiable are they?”
Keryx states that every cited creator is paid downstream in USDC on Arc. Source text: “Every cited creator is still paid downstream in USDC on Arc; with stream:true, the agent's live buy/skip/trust reasoning streams as reasoning_content deltas.”
Onchain, transferWithAuthorization pays 100% of the call price to the publisher's payTo wallet. Source text: “Onchain, transferWithAuthorization pays 100% of the call price to the publisher's payTo wallet.”
Evidence gap: the recorded assessment remains below the support threshold for this target.
Research target 4
Requested topic (unverified): “What limitations or caveats apply to assessing the project's onchain traction, such as missing public data, unaudited claims, or metrics that do not distinguish the project from third parties?”
The onchain transfer currently pays 100% of the call price to the publisher, while the 5% platform fee is only ledger accounting until split settlement ships. Source text: “Today the onchain transfer pays 100% of the call price to the publisher payTo; the 5% is ledger accounting until split settlement ships.”
Download and clone counts may include automation, so they are not a clean usage measure. Source text: “Downloads/clones may include automation.”
Summary sentences are model-written and model-checked, not independently verified; they claim no more than their excerpts and are not a complete synthesis. Excerpts establish source grounding, not that a source is correct. Source statements may be wrong or conflicting. Payment states remain in the separate receipt.
Supplied original source status
https://keryx.cc/: SKIP: Caller-supplied original keryx.cc homepage; first-hand source for what the project claims and any onchain/Arc references. - free public original-page READ selec
Evidence ledger — recorded source excerpts
Research targets are unverified topics. Coverage is an estimate of excerpt support, not proof of entailment, factual truth or a complete answer.
Requested topic (unverified): “What onchain activity or metrics, if any, are publicly attributable to the project at https://keryx.cc/ (for example deployed contracts, token or USDC flows, transaction counts, or active addresses), and what time period do they cover?”
40% estimated
“The same example is the stored report and its receipt: zero access USDC and a recorded 0.025 USDC mainnet citation reward to Keryx Engineering.” [S1] keryx by tang-vu | Glama
“The current evidence summary explains network provenance, payment recipients, email counting and the separate testnet archive of 23 paid creator wallets.” [S1] keryx by tang-vu | Glama
Requested topic (unverified): “What does 'Arc' refer to in this context (for example a specific blockchain network, testnet, or product), and is there any documented connection between the project at https://keryx.cc/ and Arc?”
90% estimated
“Keryx settles on Arc, Circle's stablecoin-native L1 (testnet chain id 5042002, native gas denominated in USDC).” [S2] Whitepaper · Keryx
“Settlement runs in USDC on Arc, a stablecoin-native chain built by Circle, so a call priced at half a cent is not eaten alive by transaction fees.” [S2] Whitepaper · Keryx
Requested topic (unverified): “Are there any recorded onchain transactions on Arc associated with the project at https://keryx.cc/, and if so, what do they consist of and how verifiable are they?”
30% estimated
“Every cited creator is still paid downstream in USDC on Arc; with stream:true, the agent's live buy/skip/trust reasoning streams as reasoning_content deltas.” [S1] keryx by tang-vu | Glama
“Onchain, transferWithAuthorization pays 100% of the call price to the publisher's payTo wallet.” [S2] Whitepaper · Keryx
Requested topic (unverified): “What limitations or caveats apply to assessing the project's onchain traction, such as missing public data, unaudited claims, or metrics that do not distinguish the project from third parties?”
40% estimated
“Today the onchain transfer pays 100% of the call price to the publisher payTo; the 5% is ledger accounting until split settlement ships.” [S2] Whitepaper · Keryx
“Downloads/clones may include automation.” [S1] keryx by tang-vu | Glama
What if a source were missing?
Temporarily leave out one source to see which research targets retain excerpts in this report.
Targets are requested topics, not verified assertions. Excerpts do not prove truth or independent corroboration. This view keeps the answer, confidence and payments unchanged and makes no new requests.
Local excerpt view
Showing the original excerpt ledger.
What onchain activity or metrics, if any, are publicly attributable to the project at https://keryx.cc/ (for example deployed contracts, token or USDC flows, transaction counts, or active addresses), and what time period do they cover?
2 recorded excerpts remain.
Original excerpts
2
Excerpts in this view
2
Inspect remaining excerpts
“The same example is the stored report and its receipt: zero access USDC and a recorded 0.025 USDC mainnet citation reward to Keryx Engineering.”
S1 · glama.ai · keryx by tang-vu | Glama · version cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
“The current evidence summary explains network provenance, payment recipients, email counting and the separate testnet archive of 23 paid creator wallets.”
S1 · glama.ai · keryx by tang-vu | Glama · version cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
What does 'Arc' refer to in this context (for example a specific blockchain network, testnet, or product), and is there any documented connection between the project at https://keryx.cc/ and Arc?
2 recorded excerpts remain.
Original excerpts
2
Excerpts in this view
2
Inspect remaining excerpts
“Keryx settles on Arc, Circle's stablecoin-native L1 (testnet chain id 5042002, native gas denominated in USDC).”
S2 · keryxhq.xyz · Whitepaper · Keryx · version ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
“Settlement runs in USDC on Arc, a stablecoin-native chain built by Circle, so a call priced at half a cent is not eaten alive by transaction fees.”
S2 · keryxhq.xyz · Whitepaper · Keryx · version ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
Are there any recorded onchain transactions on Arc associated with the project at https://keryx.cc/, and if so, what do they consist of and how verifiable are they?
2 recorded excerpts remain.
Original excerpts
2
Excerpts in this view
2
Inspect remaining excerpts
“Every cited creator is still paid downstream in USDC on Arc; with stream:true, the agent's live buy/skip/trust reasoning streams as reasoning_content deltas.”
S1 · glama.ai · keryx by tang-vu | Glama · version cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
“Onchain, transferWithAuthorization pays 100% of the call price to the publisher's payTo wallet.”
S2 · keryxhq.xyz · Whitepaper · Keryx · version ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
What limitations or caveats apply to assessing the project's onchain traction, such as missing public data, unaudited claims, or metrics that do not distinguish the project from third parties?
2 recorded excerpts remain.
Original excerpts
2
Excerpts in this view
2
Inspect remaining excerpts
“Today the onchain transfer pays 100% of the call price to the publisher payTo; the 5% is ledger accounting until split settlement ships.”
S2 · keryxhq.xyz · Whitepaper · Keryx · version ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
“Downloads/clones may include automation.”
S1 · glama.ai · keryx by tang-vu | Glama · version cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
Research evidence matrix
Compare unverified research targets with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence do not prove entailment, measured accuracy or complete synthesis.
Downloads include the complete evidence matrix, including targets hidden by these filters.
Research target (unverified)
What onchain activity or metrics, if any, are publicly attributable to the project at https://keryx.cc/ (for example deployed contracts, token or USDC flows, transaction counts, or active addresses), and what time period do they cover?
Inspection status: Recorded excerpt
Inspect cited sources
[S1]
keryx by tang-vu | Glama
Publication: glama.ai
Published: Not recorded
Recorded version: cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
The same example is the stored report and its receipt: zero access USDC and a recorded 0.025 USDC mainnet citation reward to Keryx Engineering.
The current evidence summary explains network provenance, payment recipients, email counting and the separate testnet archive of 23 paid creator wallets.
[S2]
Whitepaper · Keryx
Publication: keryxhq.xyz
Published: Not recorded
Recorded version: ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
Recorded source identity
Article URL: https://keryxhq.xyz/whitepaper
No excerpt recorded
Research target (unverified)
What does 'Arc' refer to in this context (for example a specific blockchain network, testnet, or product), and is there any documented connection between the project at https://keryx.cc/ and Arc?
Inspection status: Recorded excerpt
Inspect cited sources
[S1]
keryx by tang-vu | Glama
Publication: glama.ai
Published: Not recorded
Recorded version: cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
Recorded version: ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
Recorded source identity
Article URL: https://keryxhq.xyz/whitepaper
Inspect 2 excerpts
Keryx settles on Arc, Circle's stablecoin-native L1 (testnet chain id 5042002, native gas denominated in USDC).
Settlement runs in USDC on Arc, a stablecoin-native chain built by Circle, so a call priced at half a cent is not eaten alive by transaction fees.
Research target (unverified)
Are there any recorded onchain transactions on Arc associated with the project at https://keryx.cc/, and if so, what do they consist of and how verifiable are they?
Inspection status: Recorded excerpt
Inspect cited sources
[S1]
keryx by tang-vu | Glama
Publication: glama.ai
Published: Not recorded
Recorded version: cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
Every cited creator is still paid downstream in USDC on Arc; with stream:true, the agent's live buy/skip/trust reasoning streams as reasoning_content deltas.
[S2]
Whitepaper · Keryx
Publication: keryxhq.xyz
Published: Not recorded
Recorded version: ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
Recorded source identity
Article URL: https://keryxhq.xyz/whitepaper
Inspect 1 excerpt
Onchain, transferWithAuthorization pays 100% of the call price to the publisher's payTo wallet.
Research target (unverified)
What limitations or caveats apply to assessing the project's onchain traction, such as missing public data, unaudited claims, or metrics that do not distinguish the project from third parties?
Inspection status: Recorded excerpt
Inspect cited sources
[S1]
keryx by tang-vu | Glama
Publication: glama.ai
Published: Not recorded
Recorded version: cf06bc0607f515c2e3bfe0aa3a097018f3d6c8cad40f0192b73f2867029cf78a
Recorded version: ecca3f03310e19798d52f799cff20c385f46f25607f0905cadf25498fe33bb66
Recorded source identity
Article URL: https://keryxhq.xyz/whitepaper
Inspect 1 excerpt
Today the onchain transfer pays 100% of the call price to the publisher payTo; the 5% is ledger accounting until split settlement ships.
Reference export
2 article references. Recorded titles, links and dates; observed scholarly records also include supplied authors, DOI and journal metadata with read limits. Review metadata before using in a paper. Import RIS into Zotero with File → Import.
Free public reference · no creator payment · extracted html text
60%
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Spent
$0
To creators
—
Decisions
0 bought · 203 skipped
Public / cached reads
2 public reads
llm:deepseek:deepseek-flashlive on Arc mainnet
Decision log · 250 steps
§ IThe decision$0 settled / $0.05
0%
Scroll inside the log to read earlier steps. Jump to latest to follow new steps.
Decompose
Breaking down: "How much onchain traction does this project https://keryx.cc/ have? Any onchain transaction on Arc?"
Decompose
Identified 4 research target(s) to investigate; these are not established facts
Decompose
Quick mode: at most 2 paid/cached/public reads, with no marketplace probe or gap-expansion round.
Discover
Article library searched across retained history: 45 matching article(s). Different articles from one publisher may support different research targets; preview matches alone are not evidence.
Discover
Supplied source URL https://keryx.cc/ admitted as an unread discovery lead. No official authorship or evidence established; one exact HTML heading/preceding anchor fragment can request a bounded section. Other reads use bounded whole-document extraction.
Discover
Web search: 2/2 planned queries attempted, 2 succeeded, 17 public page previews/leads, 0 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.
Discover
Discovered 4 verified creator candidate(s) from 2 publisher(s) and 201 free public reference candidate(s)
Pre-check
Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/7 positive proposal(s): 2 free/cache selections + 0 paid fresh selections, predicting 4/4 claim(s) above the evidence floor with $0.000000/$0.025000 fetch USDC reserved.
Pre-check
Free-preview pre-check maps an actionable source to every sub-claim (4/4); paid reading may proceed within the budget.
DecideCACHE
keryx by tang-vu | Glama$0 · EV 95%
Glama listing snippet shows concrete Arc mainnet metrics (questions, accounts, 40 settlements, 0.70375 USDC) — highly relevant to traction and transaction targets. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).
DecideCACHE
Whitepaper · Keryx$0 · EV 90%
Keryx whitepaper snippet explicitly describes settling on Arc (chain id 5042002) and a KeryxRegistry.sol contract — directly relevant to Arc connection and onchain contracts. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).
DecideSKIP
Apache Software Foundation - The Apache Software Foundation Announces Apache® Subversion® 1.15, Featuring “Pristines On Demand” for Large-File and Large-Repository Workflows$0 · EV 0%
Apache Subversion release announcement; unrelated to keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Apache Software Foundation - ASF Project Spotlight: Apache Iggy$0 · EV 0%
Apache Iggy project spotlight; no connection to keryx.cc or Arc onchain activity. - free public feed reference; no purchase or creator reward.
DecideSKIP
Apache Arrow - Apache Arrow 26.0.0 Release$0 · EV 0%
Apache Arrow release notes; unrelated to the project's onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Apache Arrow - Apache Arrow 24.0.0 Release$0 · EV 0%
Apache Arrow 24.0.0 release; no relevance to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv - Modernizing arXiv technology: Updates on the arXiv-CE project$0 · EV 0%
arXiv platform modernization blog; unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv cs.AI paper announcements - Where Does Timbre Hide? Localizing Speaker Information in Speech Signals$0 · EV 0%
Speech timbre AI paper abstract; no bearing on keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv cs.AI paper announcements - EV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inference$0 · EV 0%
V-JEPA model paper; unrelated to onchain activity or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv cs.AI paper announcements - Biological Context Does Not Reliably Improve LLM-Guided Experimental Optimization$0 · EV 0%
LLM biology optimization paper; no relevance to keryx.cc onchain metrics. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv cs.AI paper announcements - Agent Behavior Maps: Locating Agents by What They Would Do, Without Running Them$0 · EV 0%
Agent behavior mapping paper; unrelated to the project or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv cs.AI paper announcements - When Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoning$0 · EV 0%
Temporal legal reasoning paper; no connection to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Bank for International Settlements - Offshore forwards and exchange rate transmission in emerging markets$0 · EV 0%
BIS offshore forwards research; unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
Bank for International Settlements - News shocks and inflation: theory and evidence from large oil discoveries$0 · EV 0%
BIS oil discovery inflation paper; no relevance to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Bank for International Settlements - Chokepoint disruptions and their macroeconomic consequences$0 · EV 0%
BIS chokepoint disruptions bulletin; unrelated to onchain metrics. - free public feed reference; no purchase or creator reward.
DecideSKIP
Bank for International Settlements - Central banks and macro financial stability in a fragmented global economy$0 · EV 0%
BIS central bank conference paper; no connection to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chip Huyen - Predictive Human Preference: From Model Ranking to Model Routing$0 · EV 0%
AI model routing essay; unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chip Huyen - Generation configurations: temperature, top-k, top-p, and test time compute$0 · EV 0%
Generation configuration essay; no bearing on keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chip Huyen - Common pitfalls when building generative AI applications$0 · EV 0%
GenAI pitfalls essay; unrelated to onchain activity or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chip Huyen - Measuring personal growth$0 · EV 0%
Personal growth essay; no relevance to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chrome for Developers - What's New in WebGPU (Chrome 155-156)$0 · EV 0%
WebGPU browser API release notes have no bearing on keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chrome for Developers - Connection allowlists: Secure your web application's network access$0 · EV 0%
Chrome connection allowlists are unrelated to the project's onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chrome for Developers - Email verification updates, October 2026$0 · EV 0%
Email verification origin trial updates say nothing about keryx.cc or Arc onchain activity. - free public feed reference; no purchase or creator reward.
DecideSKIP
Cloudflare Workers - The Cloudflare Blog — brought to you by EmDash$0 · EV 0%
Cloudflare blog CMS migration post is unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
Cloudflare Workers - Support for modern cryptographic algorithms in Workers$0 · EV 0%
Post-quantum crypto APIs in Workers do not address keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Cloudflare Workers - A fully programmable secure web gateway$0 · EV 0%
Programmable secure web gateway content is unrelated to the research targets. - free public feed reference; no purchase or creator reward.
DecideSKIP
Creative Commons - Guidance on Using CC Licenses in an AI Ecosystem$0 · EV 0%
CC licensing guidance in AI ecosystems has no connection to keryx.cc onchain data. - free public feed reference; no purchase or creator reward.
DecideSKIP
Creative Commons - Announcing Four Regional Events for CC’s 25th Anniversary$0 · EV 0%
CC anniversary events are unrelated to the project or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Creative Commons - Guidance for Indigenous Collections and Data$0 · EV 0%
Indigenous collections guidance is unrelated to onchain traction questions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Google DeepMind - Beyond tree cover: mapping the world’s forest types$0 · EV 0%
Forest-type mapping research has no bearing on keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Google DeepMind - Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection$0 · EV 0%
Scam-detection model collaboration is unrelated to the project's onchain activity. - free public feed reference; no purchase or creator reward.
DecideSKIP
Distill - A Gentle Introduction to Graph Neural Networks$0 · EV 0%
Graph neural network tutorial does not address keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Distill - Branch Specialization$0 · EV 0%
Branch specialization ML article is unrelated to the research targets. - free public feed reference; no purchase or creator reward.
DecideSKIP
Django - Nominate Someone for the 2026 Malcolm Tredinnick Memorial Prize$0 · EV 0%
Django community prize announcement has no connection to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Django - Executive Director Search Extended to September 22$0 · EV 0%
Django executive director search is unrelated to onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
Django - Quarterly contributor outreach$0 · EV 0%
Django contributor outreach does not address the project or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Django - Django security releases issued: 6.1.2, 6.0.9, and 5.2.18$0 · EV 0%
Django security releases are unrelated to keryx.cc onchain metrics. - free public feed reference; no purchase or creator reward.
DecideSKIP
Directory of Open Access Journals - Ask us anything!$0 · EV 0%
DOAJ FAQ post has no bearing on the project's onchain activity or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Directory of Open Access Journals - [CLOSED] VACANCY: Library Engagement Manager 2026$0 · EV 0%
DOAJ job vacancy is unrelated to the research targets. - free public feed reference; no purchase or creator reward.
DecideSKIP
Directory of Open Access Journals - Sustaining trusted open access infrastructure: Thank you to our publisher and data user supporters$0 · EV 0%
DOAJ supporter thank-you post does not address keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
Docker - Security Update on PHP2Shell: Impact for Docker Customers$0 · EV 0%
Docker PHP vulnerability post has no connection to keryx.cc, onchain metrics, or Arc; irrelevant to all targets. - free public feed reference; no purchase or creator reward.
DecideSKIP
Docker - From Dockerfile to Kit: the Docker Sandboxes Kit Specification$0 · EV 0%
Docker Sandbox Kit spec is unrelated to keryx.cc or Arc onchain activity. - free public feed reference; no purchase or creator reward.
DecideSKIP
Docker - ActiveState Partners with Docker to Secure the Open Source in Enterprise Containers$0 · EV 0%
ActiveState/Docker partnership post concerns container security, not the project or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
DuckDB - A DuckDB Database with No Data in It$0 · EV 0%
DuckDB view-only database article is unrelated to keryx.cc onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
DuckDB - Benchmarking DuckDB v2.0-dev on NVIDIA Vera$0 · EV 0%
DuckDB NVIDIA benchmark has no bearing on the project or Arc transactions. - free public feed reference; no purchase or creator reward.
DecideSKIP
DuckDB - What Is Inside an Iceberg Table?$0 · EV 0%
Iceberg table internals article is irrelevant to keryx.cc and Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Eugene Yan - What I Do During A Data Science Project To Deliver Success$0 · EV 0%
Data science project execution essay unrelated to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Eugene Yan - What I Do Before a Data Science Project to Ensure Success$0 · EV 0%
Pre-project data science advice has no relevance to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
Eugene Yan - Why You Need to Follow Up After Your Data Science Project$0 · EV 0%
Follow-up data science essay is unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
GitHub Engineering - Your alt text passes automated checks. That doesn’t mean it’s any good.$0 · EV 0%
Alt-text accessibility post has no connection to the project or onchain data. - free public feed reference; no purchase or creator reward.
DecideSKIP
GitHub Engineering - From 2,500 requests to 24: Rebuilding star history without the stargazers$0 · EV 0%
GitHub star-history engineering post is unrelated to keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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The Go Blog - Better HTTP/1 connection reuse$0 · EV 0%
Go HTTP connection reuse article is irrelevant to the project and Arc. - free public feed reference; no purchase or creator reward.
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The Go Blog - Size-Specialized Memory Allocation$0 · EV 0%
Go memory allocation post has no bearing on keryx.cc or onchain activity. - free public feed reference; no purchase or creator reward.
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The Go Blog - Platform-independent SIMD in Go$0 · EV 0%
Go SIMD article is unrelated to the project's onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Google Research - Bringing foundational models to the front lines of TB screening$0 · EV 0%
TB screening research post is unrelated to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Google Research - Unlocking Earth AI’s planetary geospatial foundation models for global public health$0 · EV 0%
Earth AI geospatial research is irrelevant to the project and Arc. - free public feed reference; no purchase or creator reward.
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IPFS - New Stewards for Public IPFS Network Services$0 · EV 0%
IPFS network stewardship post is decentralized-infra adjacent but does not mention keryx.cc or Arc; no target is worth investigating here. - free public feed reference; no purchase or creator reward.
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Kotlin - What Makes a Great KotlinConf Proposal?$0 · EV 0%
KotlinConf proposal advice is unrelated to onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Kotlin - Kotlin Toolchain 0.12: Multiplatform Library Publishing, Wasm Apps, and More$0 · EV 0%
Kotlin Toolchain release notes have no connection to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Kotlin - KotlinConf Recap: Lessons from Verifone’s Architect on Kotlin in Mission-Critical Payments$0 · EV 0%
Verifone Kotlin payments recap is unrelated to the project's onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Krebs on Security - Feds Suspect Ransom Negotiator Ran ShinyHunters Extortion Site$0 · EV 1%
Krebs on Security covers ShinyHunters ransomware/extortion, unrelated to keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
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Krebs on Security - Microsoft Patches More Than 1,400 Security Flaws$0 · EV 1%
Microsoft patch coverage has no bearing on keryx.cc onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Krebs on Security - Dutch Police Arrest ‘Reformed’ Hacker in Shiny Hunters Investigation$0 · EV 1%
ShinyHunters arrest story is unrelated to the project's onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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Krebs on Security - Data Broker Radaris Loses Domains in Privacy Fight$0 · EV 1%
Data broker privacy lawsuit is unrelated to keryx.cc or Arc blockchain data. - free public feed reference; no purchase or creator reward.
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Lilian Weng - Diffusion Models for Video Generation$0 · EV 1%
Video diffusion models research does not address keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Lilian Weng - Learning with not Enough Data Part 2: Active Learning$0 · EV 1%
Active learning ML post is unrelated to the project's onchain metrics. - free public feed reference; no purchase or creator reward.
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Lilian Weng - Extrinsic Hallucinations in LLMs$0 · EV 1%
LLM hallucination article has no relevance to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Lilian Weng - Learning with not Enough Data Part 3: Data Generation$0 · EV 1%
Synthetic data generation post is unrelated to onchain traction assessment. - free public feed reference; no purchase or creator reward.
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Martin Fowler - Bliki: Sensible Default$0 · EV 1%
Software 'sensible default' bliki has no connection to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Martin Fowler - Fragments: October 21$0 · EV 1%
Fragments on AI writing are unrelated to the project's onchain activity. - free public feed reference; no purchase or creator reward.
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Martin Fowler - Fragments: September 29$0 · EV 1%
Fragments on coding agents do not address keryx.cc or Arc blockchain data. - free public feed reference; no purchase or creator reward.
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MDN Blog - Under the hood of MDN's new frontend$0 · EV 1%
MDN frontend architecture post is unrelated to onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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MDN Blog - Image formats: Codecs and compression tools$0 · EV 1%
Image codec article has no relevance to keryx.cc onchain metrics. - free public feed reference; no purchase or creator reward.
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MDN Blog - Image formats: Pixel data from encoders to decoders$0 · EV 1%
Image pixel data article is unrelated to the project or Arc transactions. - free public feed reference; no purchase or creator reward.
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Microsoft Engineering - Diagnosing instability in production-scale agent reinforcement learning$0 · EV 1%
Agent RL instability post does not cover keryx.cc or Arc onchain data. - free public feed reference; no purchase or creator reward.
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Microsoft Engineering - How we built the Microsoft Learn MCP Server$0 · EV 1%
Microsoft Learn MCP Server article is unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
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Microsoft Engineering - Common annotated security keys$0 · EV 1%
Security key format article has no bearing on keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Microsoft Engineering - The Interaction Changes Everything: Treating AI Agents as Collaborators, Not Automation$0 · EV 1%
AI agents as collaborators article is unrelated to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Microsoft Research - Proof-based general-purpose computing with Magnetar$0 · EV 1%
Magnetar proof-based computing research does not address keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
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Microsoft Research - Simulating student learning for better AI tutoring$0 · EV 0%
Microsoft Research post about AI tutoring simulators; no connection to keryx.cc, onchain metrics, or Arc. - free public feed reference; no purchase or creator reward.
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Microsoft Research - Flint-interactive: A language for creating interactive data visualizations$0 · EV 0%
Microsoft Research post on a data-visualization language; unrelated to keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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MIT News: Artificial Intelligence - This design software reimagines everyday objects as self-aware devices$0 · EV 0%
MIT News piece on self-aware 3D-printed devices; no relevance to the project's onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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MIT News: Artificial Intelligence - Fostering community amid Kendall Square’s innovation$0 · EV 0%
MIT News community/innovation event coverage; unrelated to keryx.cc or blockchain metrics. - free public feed reference; no purchase or creator reward.
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MIT News: Artificial Intelligence - Q&A: The “collision” between AI, your brain, and society$0 · EV 0%
MIT Q&A on AI and society; no bearing on keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
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MIT News: Artificial Intelligence - Why teaching AI about symmetry could make prenatal diagnosis more reliable$0 · EV 0%
MIT News on AI for prenatal diagnosis; unrelated to the project or Arc. - free public feed reference; no purchase or creator reward.
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Mozilla AI - Who searches the web for your agent?$0 · EV 0%
Mozilla AI post on agent web search; no connection to keryx.cc, onchain data, or Arc. - free public feed reference; no purchase or creator reward.
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Mozilla AI - Using Octonous as a Product Operations Manager$0 · EV 0%
Mozilla AI product-ops article; irrelevant to the project's onchain traction. - free public feed reference; no purchase or creator reward.
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Mozilla AI - Open Source Is Not a Virtue: It’s an Ownership Model$0 · EV 0%
Mozilla AI essay on open-source ownership; unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Mozilla AI - The Future of AI is Personal — But Not The Way You Think$0 · EV 0%
Mozilla AI opinion piece on personal AI; no relevance to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Mozilla Hacks - Launching Interop 2026$0 · EV 0%
Mozilla Hacks Interop 2026 browser standards post; unrelated to keryx.cc or blockchain activity. - free public feed reference; no purchase or creator reward.
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Mozilla Hacks - PACT: Anonymous Credentials for the Web$0 · EV 0%
Mozilla Hacks PACT anonymous credentials article; no connection to the project or Arc. - free public feed reference; no purchase or creator reward.
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Mozilla Hacks - CRLite: Fast, private, and comprehensive certificate revocation checking in Firefox$0 · EV 0%
Mozilla Hacks CRLite certificate revocation post; unrelated to keryx.cc onchain traction. - free public feed reference; no purchase or creator reward.
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Mozilla Hacks - Firefox Developer Edition and Beta: Try out Mozilla’s .rpm package!$0 · EV 0%
Mozilla Hacks RPM packaging post; irrelevant to the project or Arc. - free public feed reference; no purchase or creator reward.
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Mozilla Hacks - Why is WebAssembly a second-class language on the web?$0 · EV 0%
Mozilla Hacks WebAssembly article; no bearing on keryx.cc onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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Netlify - Choosing an AI model: one prompt, 11 models, very different results$0 · EV 0%
Netlify post comparing AI models; unrelated to the project's onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Netlify - New clarifying questions in Agent Runners$0 · EV 0%
Netlify Agent Runners feature note; no connection to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Netlify - Ask mode: consult an agent before making changes$0 · EV 0%
Netlify Ask mode feature note; irrelevant to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Ollama - Clef is available on Ollama's cloud$0 · EV 0%
Ollama model availability announcement; unrelated to keryx.cc, onchain traction, or Arc. - free public feed reference; no purchase or creator reward.
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Ollama - Reflection's Beam is freely available on Ollama for a limited time$0 · EV 0%
Ollama blog post about an LLM release; unrelated to keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Ollama - NVIDIA Nemotron 3.5 Lightning$0 · EV 0%
NVIDIA Nemotron model announcement on Ollama; no connection to the project or Arc. - free public feed reference; no purchase or creator reward.
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Ollama - Claude Desktop support with Ollama$0 · EV 0%
Claude Desktop/Ollama integration post; irrelevant to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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OpenAI Developers - Realtime prompting guide$0 · EV 0%
OpenAI realtime prompting guide; unrelated to keryx.cc or blockchain data. - free public feed reference; no purchase or creator reward.
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OpenAI Developers - API deployment checklist$0 · EV 0%
OpenAI API deployment checklist; no relevance to the project's onchain traction. - free public feed reference; no purchase or creator reward.
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OpenAlex - Should OpenAlex publish a novelty score? A vibe check$0 · EV 0%
OpenAlex novelty-score blog; unrelated to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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OpenAlex - Is it time to retire the OA colours? Tell us what you think$0 · EV 0%
Open access colour labels discussion; no bearing on the research targets. - free public feed reference; no purchase or creator reward.
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OpenAlex - After Researchfish: Europe PMC & OpenAlex on the future of grant outcomes reporting$0 · EV 0%
Grant outcomes reporting post; irrelevant to onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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OpenAlex - Trusted journal lists come to OpenAlex$0 · EV 0%
Trusted journal lists post; unrelated to the project's blockchain footprint. - free public feed reference; no purchase or creator reward.
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OpenAlex - OpenAlex covers nearly every OJS journal$0 · EV 0%
OJS journal coverage post; no relevance to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Open Source Security Foundation - Case Study: How Does IBM Turn Open Source Participation Into Enterprise and Career Value?$0 · EV 0%
IBM open source case study; unrelated to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Open Source Security Foundation - Who Checked It? Attestations, Gemara, and CRA Due Diligence$0 · EV 0%
Supply-chain attestations article; no connection to the project or Arc. - free public feed reference; no purchase or creator reward.
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Our World in Data - In these nine African countries, average incomes have more than doubled since 1990$0 · EV 0%
African incomes data insight; irrelevant to the research targets. - free public feed reference; no purchase or creator reward.
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Our World in Data - How many people in the world identify with a particular religion?$0 · EV 0%
Global religion statistics; unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Our World in Data - China reduced extreme poverty fast, but Indonesia hasn’t been far behind$0 · EV 0%
Poverty reduction data insight; no relevance to onchain traction. - free public feed reference; no purchase or creator reward.
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Our World in Data - Electricity generation per person in the United Kingdom has fallen by a third from its early-2000s peak$0 · EV 0%
UK electricity generation data; unrelated to the project or Arc. - free public feed reference; no purchase or creator reward.
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PLOS - Renewing our partnership to advance open science across Africa$0 · EV 0%
PLOS Africa open science partnership post; irrelevant to blockchain metrics. - free public feed reference; no purchase or creator reward.
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PLOS - PLOS and Janeway collaborate to develop open-source publishing infrastructure$0 · EV 0%
PLOS/Janeway publishing infrastructure post; no connection to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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PLOS - Call for Entries: 2026 Einstein Foundation Award for Promoting Quality in Research$0 · EV 0%
Einstein Foundation award call; unrelated to the research targets. - free public feed reference; no purchase or creator reward.
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PLOS - National Science Library, Chinese Academy of Sciences, and PLOS sign MOU on jointly advancing the OS10 Program$0 · EV 0%
PLOS open-science MOU news; unrelated to keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
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PostgreSQL - BackupDrill: open-source Supabase Postgres backups with automated restore drills$0 · EV 0%
Supabase Postgres backup tooling; no connection to keryx.cc or Arc onchain activity. - free public feed reference; no purchase or creator reward.
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PostgreSQL - SLES 15.6 repositories are being retired$0 · EV 0%
SLES repository retirement notice; irrelevant to the project's onchain metrics. - free public feed reference; no purchase or creator reward.
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PostgreSQL - pgrecon: open-source Oracle to PostgreSQL migration assessment and schema conversion$0 · EV 0%
Oracle-to-Postgres migration tool; unrelated subject. - free public feed reference; no purchase or creator reward.
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Protocol Labs - Ed Boyden: Tools for Stimulating and Simulating the Brain$0 · EV 0%
Neuroscience interview on Protocol Labs blog; no bearing on keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Protocol Labs - Data Sovereignty in a Privacy First Future$0 · EV 0%
Generic data-sovereignty piece; not about keryx.cc, its contracts, or Arc transactions. - free public feed reference; no purchase or creator reward.
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Python Blog - Python 3.15.1, 3.14.9 and 3.13.17 are out$0 · EV 0%
Python release announcement; unrelated. - free public feed reference; no purchase or creator reward.
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Python Blog - Lightning Talks (Python Language Summit 2026)$0 · EV 0%
Python Language Summit lightning talks; unrelated. - free public feed reference; no purchase or creator reward.
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Python Blog - Python Language Summit 2026$0 · EV 0%
Python Language Summit recap; unrelated. - free public feed reference; no purchase or creator reward.
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PyTorch - Bringing Elastically Deterministic Data Loading to TorchTitan with Zephon$0 · EV 0%
TorchTitan data-loading post; no relevance to onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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PyTorch - One Search, Two Layers: Compiler Controls Inside PyTorch Helion using NVIDIA CompileIQ$0 · EV 0%
PyTorch Helion compiler post; unrelated. - free public feed reference; no purchase or creator reward.
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React Blog - Denial of Service and Source Code Exposure in React Server Components$0 · EV 0%
React security advisory; unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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React Blog - React Labs: View Transitions, Activity, and more$0 · EV 0%
React Labs feature post; unrelated. - free public feed reference; no purchase or creator reward.
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React Blog - Critical Security Vulnerability in React Server Components$0 · EV 0%
React RSC vulnerability; unrelated. - free public feed reference; no purchase or creator reward.
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React Blog - Sunsetting Create React App$0 · EV 0%
Create React App sunset; unrelated. - free public feed reference; no purchase or creator reward.
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Rust Blog - Announcing rustup 1.29.1$0 · EV 0%
rustup release notes; unrelated. - free public feed reference; no purchase or creator reward.
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Rust Blog - Rust debugging survey 2026 results$0 · EV 0%
Rust debugging survey; unrelated. - free public feed reference; no purchase or creator reward.
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Rust Blog - Be alert: targeted attacks on prominent Rustaceans$0 · EV 0%
Rust community security alert; unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Schneier on Security - New Serious PHP Vulnerabilities Released and Patched$0 · EV 0%
PHP vulnerability post; no connection to the project's onchain metrics. - free public feed reference; no purchase or creator reward.
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Schneier on Security - Training AIs to Solve CAPTCHAs$0 · EV 0%
CAPTCHA-solving AI research; unrelated to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Schneier on Security - Backdooring Open-Weight AI Models$0 · EV 0%
Schneier post on backdooring open-weight AI models is unrelated to keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
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Sebastian Raschka - Building Reasoning Models from the Ground Up: A Full Video Course$0 · EV 0%
ML reasoning-model course content has no bearing on keryx.cc onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Sebastian Raschka - Focusing on Post-Training$0 · EV 0%
Post-training LLM article is unrelated to the project's onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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Sebastian Raschka - AI Reasoning Models Course on LinkedIn Learning$0 · EV 0%
LinkedIn Learning reasoning-models course is unrelated to keryx.cc or Arc chain data. - free public feed reference; no purchase or creator reward.
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Spotify Engineering - AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity$0 · EV 0%
Spotify engineering quality article does not address keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Spotify Engineering - Portal by Spotify cut my Claude Code token usage by 90%$0 · EV 0%
Claude Code token usage post is unrelated to the onchain/Arc research targets. - free public feed reference; no purchase or creator reward.
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Spotify Engineering - Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM$0 · EV 0%
NVIDIA TensorRT recommendation inference article has no relevance to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Spotify Engineering - Why Spotify Is Not Using Bayesian A/B Testing$0 · EV 0%
Bayesian A/B testing article is unrelated to the project's onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Stellar Blog - A Bank-Issued Stablecoin Moves Real Money on Stellar$0 · EV 5%
Stellar stablecoin pilot concerns a different network (Stellar), not Arc or keryx.cc; no direct relevance. - free public feed reference; no purchase or creator reward.
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Stellar Blog - Real-Time Prices for Stellar’s $4B Tokenized Assets Economy$0 · EV 5%
Pyth oracle on Stellar mainnet is a different chain and unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Stellar Blog - Introducing Bell, Protocol 30 on Stellar$0 · EV 5%
Stellar Protocol 30 upgrade is about Stellar, not Arc, and does not mention keryx.cc. - free public feed reference; no purchase or creator reward.
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Stellar Blog - Two Ways to Read Chainlink Prices on Stellar: Data Feeds and Data Streams$0 · EV 5%
Chainlink prices on Stellar concern a different network and not the project's Arc activity. - free public feed reference; no purchase or creator reward.
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Stripe Blog - Sync real-time Stripe data to Postgres with Stripe Data Pipeline$0 · EV 0%
Stripe Data Pipeline Postgres sync is unrelated to keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Stripe Blog - Why I tried to kill token billing (and why we kept it)$0 · EV 0%
Token billing pricing article has no relevance to the onchain/Arc research targets. - free public feed reference; no purchase or creator reward.
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Stripe Blog - Stripe survey: Four trends reshaping how SaaS platforms compete in the AI era$0 · EV 0%
SaaS platform trends survey is unrelated to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Supabase - A local Supabase project per agent, with or without Docker$0 · EV 0%
Local Supabase per-agent article is unrelated to the project's onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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Supabase - Sync real-time Stripe data to Supabase with Stripe Data Pipeline$0 · EV 0%
Stripe-to-Supabase sync article does not address keryx.cc onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Super Simple Songs - Kids Songs - Top 20 Halloween Songs 🎃 🍬| Kids Songs | Super Simple Songs$0 · EV 0%
Children's Halloween songs video metadata is entirely unrelated to onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Super Simple Songs - Kids Songs - Top 20 Circle Time Songs ⭕️ | Kids Classroom Favorites | Super Simple's 20th Anniversary!$0 · EV 0%
Circle time songs video metadata has no relevance to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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Super Simple Songs - Kids Songs - 🔴 Trick or Treat With Super Simple Live! 🎃 | Best Halloween Kids Songs | Super Simple Songs$0 · EV 0%
Halloween live kids songs metadata is unrelated to the onchain/Arc research targets. - free public feed reference; no purchase or creator reward.
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Super Simple Songs - Kids Songs - Put on Your Shoes | Featuring Tobee and the Super Simple Puppets! | Super Simple Songs$0 · EV 0%
Put on Your Shoes kids video metadata has no bearing on keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Super Simple Songs - Kids Songs - Our Listening Ears 👂 | Animal Sounds & Guessing Game for Kids! | Super Simple Songs$0 · EV 0%
Children's song video metadata; unrelated to keryx.cc onchain traction or Arc transactions. - free public feed reference; no purchase or creator reward.
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Tailscale - MagicRoute: Routing without physical routers$0 · EV 0%
Tailscale networking blog about routing; no connection to keryx.cc or Arc onchain data. - free public feed reference; no purchase or creator reward.
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Tailscale - It's time to make your own RSS reader$0 · EV 0%
Self-hosted RSS reader post; unrelated to the project's onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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Tailscale - Your agent, your network: How Meta’s Muse agent works with Tailscale$0 · EV 0%
Meta Muse agent networking post; no relevance to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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Tailscale - Sovereign AI starts with open infrastructure$0 · EV 0%
Sovereign AI infrastructure essay; unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
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V8 - How we made JSON.stringify more than twice as fast$0 · EV 0%
V8 JSON.stringify performance post; unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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V8 - Static Roots: Objects with Compile-Time Constant Addresses$0 · EV 0%
V8 static roots internals; no bearing on onchain activity or Arc. - free public feed reference; no purchase or creator reward.
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V8 - WebAssembly JSPI is going to origin trial$0 · EV 0%
WebAssembly JSPI origin trial; unrelated to the research targets. - free public feed reference; no purchase or creator reward.
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V8 - Speculative Optimizations for WebAssembly using Deopts and Inlining$0 · EV 0%
V8 WebAssembly optimization post; no relevance to keryx.cc onchain metrics. - free public feed reference; no purchase or creator reward.
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Vicki Boykis - Tagging my blog posts with BERTopic and LLMs$0 · EV 0%
Blog tagging with BERTopic; unrelated to the project or Arc. - free public feed reference; no purchase or creator reward.
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Vicki Boykis - Mechanical sympathy$0 · EV 0%
Product design essay; no connection to keryx.cc onchain data. - free public feed reference; no purchase or creator reward.
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Vicki Boykis - How to Learn ML in 2026 interview$0 · EV 0%
ML learning interview; unrelated to the research targets. - free public feed reference; no purchase or creator reward.
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Vicki Boykis - Bad code is kudzu$0 · EV 0%
Software maintenance essay; no relevance to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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vLLM - GLM-5.3 Optimizations, Part 2: PCP, DCP, and Hybrid HiSparse on 16 H200s$0 · EV 0%
vLLM inference optimization post; unrelated to onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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W3C Blog - We’re on a roll - EPUB 3.4 is coming$0 · EV 0%
EPUB 3.4 standards post; no bearing on the project's onchain activity. - free public feed reference; no purchase or creator reward.
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W3C Blog - Introducing group activity pages$0 · EV 0%
W3C group activity pages; unrelated to keryx.cc or Arc. - free public feed reference; no purchase or creator reward.
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web.dev - New to the web platform in September$0 · EV 0%
Web platform feature roundup; no relevance to the research targets. - free public feed reference; no purchase or creator reward.
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web.dev - Submit your proposals for Interop 2027$0 · EV 0%
Interop 2027 proposals; unrelated to onchain metrics or Arc. - free public feed reference; no purchase or creator reward.
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WebKit - WebKit Features for Safari 27.1$0 · EV 0%
Safari 27.1 feature post; no connection to keryx.cc or Arc transactions. - free public feed reference; no purchase or creator reward.
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WebKit - Blocking Identity Resolution Infrastructure$0 · EV 0%
WebKit tracking prevention post; unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
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WebKit - WebKit Features for Safari 27.0$0 · EV 0%
WebKit Safari release notes are unrelated to keryx.cc or Arc onchain activity. - free public feed reference; no purchase or creator reward.
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Wikimedia Diff - From an idea to a content partnership: discover the Content Partnerships Hub$0 · EV 0%
Wikimedia content partnership post has no bearing on keryx.cc onchain traction or Arc. - free public feed reference; no purchase or creator reward.
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Wikimedia Diff - Growing Active Technical Contributors in ESEAP$0 · EV 0%
Wikimedia ESEAP contributor article is unrelated to the project or Arc. - free public feed reference; no purchase or creator reward.
DecideSKIP
Wikimedia Diff - Building Bridges between Bangladesh-China through Wikimedia$0 · EV 0%
Wikimedia Bangladesh-China community story is unrelated to keryx.cc or Arc metrics. - free public feed reference; no purchase or creator reward.
DecideSKIP
Wikimedia Diff - At Wikimedistas de Bolivia, we work with our academic idol, and this is what happened$0 · EV 0%
Wikimedistas de Bolivia article is unrelated to the project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
x402 - Linux Foundation Appoints Michael Hursta as Executive Director of the x402 Foundation$0 · EV 0%
x402 Foundation leadership announcement concerns the protocol generally, not keryx.cc's onchain metrics or Arc transactions. - free public feed reference; no purchase or creator reward.
x402 batch settlement explainer is generic protocol content, not evidence about keryx.cc or Arc activity. - free public feed reference; no purchase or creator reward.
DecideSKIP
x402 - Linux Foundation Announces Operational Launch of x402 Foundation to Standardize Internet-Native Payments for AI Agents and Applications$0 · EV 0%
x402 Foundation launch announcement is unrelated to the specific project's onchain traction. - free public feed reference; no purchase or creator reward.
DecideSKIP
https://keryx.cc/$0 · EV 85%
Caller-supplied original keryx.cc homepage; first-hand source for what the project claims and any onchain/Arc references. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
Keryx — AI research with cited evidence$0 · EV 80%
Keryx dashboard page shows settled access/citation payment rankings and USDC amounts — first-party onchain activity data. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
The Archive — cited answers from Keryx · Keryx$0 · EV 50%
Keryx answers archive shows recorded creator rewards and cited sources, potentially indicating payment flows but weaker direct traction evidence. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
Private Credit Onchain: GetLiquid Builds on Arc$0 · EV 10%
GetLiquid on Arc video concerns a different project; no link to keryx.cc. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Goldsky ☀️ on X: "Curious about what people are building on Arc? Just under a week into @Arc's mainnet launch, we mapped out the ecosystem and compared it against actual transaction volume to see what$0 · EV 15%
Goldsky Arc ecosystem map may contextualize Arc but does not specifically address keryx.cc's transactions. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
kiki on X: "arc is still early, here are a few projects worth following: nft projects - @Orixaxyz native nft marketplace - @onchainsharc first onchain sharks on arc - @KyneraOnArc early nft collection$0 · EV 10%
X thread lists Arc projects but does not mention keryx.cc; no direct traction evidence. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
CRCL's Arc Blockchain to Power Onchain Finance$0 · EV 15%
General news about Circle's Arc blockchain; no keryx.cc-specific data. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Arc Platform | The economic OS for the internet$0 · EV 20%
Arc platform marketing page helps define Arc (target 1) but is not the most direct source and says nothing about keryx.cc; prefer project-specific sources. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Circle’s New Blockchain Is Built for More Than Stablecoins$0 · EV 15%
Circle Arc blockchain video is generic background, not evidence of keryx.cc onchain activity. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Onchain | oso.xyz$0 · EV 20%
OSO onchain metrics documentation is generic methodology, not keryx.cc-specific data; limited value for these targets. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Crypto metrics: fees, revenue, TVL & more | Token Terminal$0 · EV 5%
Generic Token Terminal metrics-explorer landing page; it defines metrics but has no Keryx- or Arc-specific data, so it won't establish the project's onchain traction. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Understanding On-Chain Metrics: Volume, TVL, and Active Addresses - MOSS$0 · EV 10%
General explainer on onchain metrics; could inform caveats (target 3) but is not about Keryx or Arc and is redundant with other generic explainers. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
4 Key On-Chain Metrics to Evaluate Blockchain Performance | Binance TH$0 · EV 8%
Binance TH academy piece on generic blockchain metrics; no Keryx or Arc-specific content, only tangential methodology. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Contract deployers | Token Terminal$0 · EV 5%
Token Terminal contract-deployers leaderboard; no indication it covers Keryx or Arc, so unlikely to yield project-specific traction data. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
On-Chain Data: How to Read Crypto Metrics | CryptoSlate$0 · EV 10%
CryptoSlate guide on reading onchain data; generic methodology only, not Keryx/Arc-specific, and redundant for caveats. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
First-party Keryx release notes explicitly state deployment on Arc mainnet with a commit hash, directly bearing on the Keryx–Arc connection (target 1) and any verifiable deployment evidence (targets 2, 0); cheap at $0.005 though first-party and not independent traction. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
Release notes say Keryx 0.27.93 is live on Arc mainnet at keryx.cc verified against a commit, directly relevant to the Arc connection and deployment verifiability (targets 1, 2); low price, first-party caveat noted. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
Abstract of v0.27.98 covers internal research/source features with no Arc deployment or onchain traction detail; low value for the targets at this price.
DecideSKIP
Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 20%
Already cached first-party engineering doc on buyer payment recovery; may touch on payment/transaction mechanics relevant to onchain flows (targets 0, 3) but is not independent traction evidence. — cached content is free, but this read does not clear the attention gate (EV 0.20, minimum 0.45, with a required claim target).
Fetch
READ keryx by tang-vu | Glama - selected original public page, 0 USDC; not a cache hit.
Fetch
Read extracted public text from https://glama.ai/mcp/servers/tang-vu/keryx - S1; quote matching establishes source grounding, not fact verification.
Sufficiency
Sub-claim "What onchain activity or metrics, if any, are publicly attri…": 40% covered by S1
Sufficiency
Sub-claim "What does 'Arc' refer to in this context (for example a spec…": 30% covered by S1
Sufficiency
Sub-claim "Are there any recorded onchain transactions on Arc associate…": 30% covered by S1
Sufficiency
Sub-claim "What limitations or caveats apply to assessing the project's…": 30% covered by S1
Sufficiency
The supplied excerpt from Glama (S1) is a project description for 'keryx' that mentions USDC payments on Arc, a testnet archive of 23 paid creator wallets, a 0.025 USDC mainnet citation reward, and a TRACTION.md link. However, the excerpt does not provide actual onchain metrics (transaction counts, active addresses, deployed contract addresses, time periods), does not define what 'Arc' is, does not document verifiable Arc transactions attributable to keryx.cc, and only partially gestures at caveats. Coverage is therefore partial across all sub-claims. The assessment does not establish a complete supported answer for every requested part.
Fetch
READ Whitepaper · Keryx - selected original public page, 0 USDC; not a cache hit.
Fetch
Read extracted public text from https://keryxhq.xyz/whitepaper - S2; quote matching establishes source grounding, not fact verification.
Sufficiency
Sub-claim "What onchain activity or metrics, if any, are publicly attri…": 40% covered by S1, S2
Sufficiency
Sub-claim "What does 'Arc' refer to in this context (for example a spec…": 90% covered by S1, S2
Sufficiency
Sub-claim "Are there any recorded onchain transactions on Arc associate…": 30% covered by S1, S2
Sufficiency
Sub-claim "What limitations or caveats apply to assessing the project's…": 40% covered by S1, S2
Sufficiency
The supplied passages establish that Keryx is a paid tool-call registry settling in USDC on Arc (Circle's stablecoin-native L1, testnet chain id 5042002), with a cited onchain contract address fragment (0x7eA3…8bA7), a recorded 0.025 USDC mainnet citation reward, a separate testnet archive of 23 paid creator wallets, and a reference to a TRACTION.md with live usage/settlement links. However, the passages do not provide actual transaction counts, active addresses, time-bounded onchain metrics, or any specific recorded Arc transaction hash/contents for the project. The Arc connection is documented; the onchain traction evidence is partial and largely self-reported, and the TRACTION.md contents are not supplied. The assessment does not establish a complete supported answer for every requested part.
Sufficiency
Final check — "What onchain activity or metrics, if any, are publicly attri…": 40% assessed by S1, S2
Sufficiency
Final check — "What does 'Arc' refer to in this context (for example a spec…": 90% assessed by S1, S2
Sufficiency
Final check — "Are there any recorded onchain transactions on Arc associate…": 30% assessed by S1, S2
Sufficiency
Final check — "What limitations or caveats apply to assessing the project's…": 40% assessed by S1, S2
Sufficiency
Final coverage assessment — The supplied passages establish that Keryx is a paid tool-call registry settling in USDC on Arc (Circle's stablecoin-native L1, testnet chain id 5042002), with a cited onchain contract address fragment (0x7eA3…8bA7), a recorded 0.025 USDC mainnet citation reward, a separate testnet archive of 23 paid creator wallets, and a reference to a TRACTION.md with live usage/settlement links. However, the passages do not provide actual transaction counts, active addresses, time-bounded onchain metrics, or any specific recorded Arc transaction hash/contents for the project. The Arc connection is documented; the onchain traction evidence is partial and largely self-reported, and the TRACTION.md contents are not supplied. The assessment does not establish a complete supported answer for every requested part.
Synthesize
Synthesizing a grounded answer from 2 source(s)…
Evidence
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Evidence
Delivering 8 summary sentence(s), each tied to one checked verbatim excerpt; complete synthesis remains unverified.
Evidence
Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 60% (estimate, not entailment): “The same example is the stored report and its receipt: zero access USDC and a recorded 0.025 USDC mainnet citation reward to Keryx Engineeri…”
Evidence
Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 50% (estimate, not entailment): “The current evidence summary explains network provenance, payment recipients, email counting and the separate testnet archive of 23 paid cre…”
Evidence
Source-matched public excerpt (no creator reward) — S2, research target 2, proposed support 90% (estimate, not entailment): “Keryx settles on Arc, Circle's stablecoin-native L1 (testnet chain id 5042002, native gas denominated in USDC).”
Evidence
Source-matched public excerpt (no creator reward) — S2, research target 2, proposed support 80% (estimate, not entailment): “Settlement runs in USDC on Arc, a stablecoin-native chain built by Circle, so a call priced at half a cent is not eaten alive by transaction…”
Evidence
Source-matched public excerpt (no creator reward) — S1, research target 3, proposed support 60% (estimate, not entailment): “Every cited creator is still paid downstream in USDC on Arc; with stream:true, the agent's live buy/skip/trust reasoning streams as reasonin…”
Evidence
Source-matched public excerpt (no creator reward) — S2, research target 3, proposed support 60% (estimate, not entailment): “Onchain, transferWithAuthorization pays 100% of the call price to the publisher's payTo wallet.”
Evidence
Source-matched public excerpt (no creator reward) — S2, research target 4, proposed support 60% (estimate, not entailment): “Today the onchain transfer pays 100% of the call price to the publisher payTo; the 5% is ledger accounting until split settlement ships.”
Evidence
Source-matched public excerpt (no creator reward) — S1, research target 4, proposed support 50% (estimate, not entailment): “Downloads/clones may include automation.”
Synthesize
Prepared a sentence-cited summary from 2 source(s)
Verdict
Confidence: Low — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence threshold.
Attribute
glama.ai contributed 40% - free public reference; reward share withheld
Attribute
keryxhq.xyz contributed 60% - free public reference; reward share withheld
Settle
Keryx operating fee withheld: reviewed authority, unclaimed-source proof or funding capacity is unavailable. The answer remains available.
Done
Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.
Verify locally replays supported recorded query-local reserve, release, debit and hold decisions, attribution normalization and exact micro-USDC citation/author allocations. Model proposals and eligibility are asserted inputs. Query capacity is separate from signer exposure; verification does not establish funding, reward authority or settlement.
Economic families or records marked unavailable are not verified. Missing, fractional-micro or unsafe operands are never repaired; an empty family means no captured economic decision, not complete monetary coverage.
Query-local budget records
Recorded decisions can be replayed
Citation allocation records
Recorded decisions can be replayed
Author split records
Not captured
Model proposals and selected plan actions are recorded when available. Model generation is not replayed or expected to reproduce; verification checks only deterministic checkpoints.
Micro-USDC is shown only where the existing exact converter accepts the amount. Other monetary assertions are unavailable; numeric predicate replay preserves the recorded comparison.
Keep this digest separately from the downloaded sidecar. The offline audit command uses it as the expected digest.
Model proposal → selected plan → code checkpoint
BUY0
SKIP203
CACHE0
FREE2
ESCALATE0
UNKNOWN0
Latest terminal checkpoint outcome per recorded candidate; continuing checks and global stops are excluded. These are not settled purchases or quality scores.
Global stop checkpoints: 1 · Candidate rounds with continuing checks only: 0
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SKIP
plan-skip
156
0
SKIP
SKIP
selection
SKIP
plan-skip
157
0
SKIP
SKIP
selection
SKIP
plan-skip
158
0
SKIP
SKIP
selection
SKIP
plan-skip
159
0
SKIP
SKIP
selection
SKIP
plan-skip
160
0
SKIP
SKIP
selection
SKIP
plan-skip
161
0
SKIP
SKIP
selection
SKIP
plan-skip
162
0
SKIP
SKIP
selection
SKIP
plan-skip
163
0
SKIP
SKIP
selection
SKIP
plan-skip
164
0
SKIP
SKIP
selection
SKIP
plan-skip
165
0
SKIP
SKIP
selection
SKIP
plan-skip
166
0
SKIP
SKIP
selection
SKIP
plan-skip
167
0
SKIP
SKIP
selection
SKIP
plan-skip
168
0
SKIP
SKIP
selection
SKIP
plan-skip
169
0
SKIP
SKIP
selection
SKIP
plan-skip
170
0
SKIP
SKIP
selection
SKIP
plan-skip
171
0
SKIP
SKIP
selection
SKIP
plan-skip
172
0
SKIP
SKIP
selection
SKIP
plan-skip
173
0
SKIP
SKIP
selection
SKIP
plan-skip
174
0
SKIP
SKIP
selection
SKIP
plan-skip
175
0
SKIP
SKIP
selection
SKIP
plan-skip
176
0
SKIP
SKIP
selection
SKIP
plan-skip
177
0
SKIP
SKIP
selection
SKIP
plan-skip
178
0
SKIP
SKIP
selection
SKIP
plan-skip
179
0
SKIP
SKIP
selection
SKIP
plan-skip
180
0
SKIP
SKIP
selection
SKIP
plan-skip
181
0
SKIP
SKIP
selection
SKIP
plan-skip
182
0
SKIP
SKIP
selection
SKIP
plan-skip
183
0
SKIP
SKIP
selection
SKIP
plan-skip
184
0
SKIP
SKIP
selection
SKIP
plan-skip
185
0
CACHE
SKIP
selection
SKIP
plan-skip
188
0
CACHE
SKIP
selection
SKIP
plan-skip
189
0
CACHE
SKIP
selection
SKIP
plan-skip
190
0
SKIP
SKIP
selection
SKIP
plan-skip
191
0
SKIP
SKIP
selection
SKIP
plan-skip
192
0
SKIP
SKIP
selection
SKIP
plan-skip
193
0
SKIP
SKIP
selection
SKIP
plan-skip
194
0
SKIP
SKIP
selection
SKIP
plan-skip
195
0
SKIP
SKIP
selection
SKIP
plan-skip
196
0
SKIP
SKIP
selection
SKIP
plan-skip
197
0
SKIP
SKIP
selection
SKIP
plan-skip
198
0
SKIP
SKIP
selection
SKIP
plan-skip
199
0
SKIP
SKIP
selection
SKIP
plan-skip
200
0
SKIP
SKIP
selection
SKIP
plan-skip
201
0
SKIP
SKIP
selection
SKIP
plan-skip
202
0
BUY
SKIP
selection
SKIP
plan-skip
203
0
BUY
SKIP
selection
SKIP
plan-skip
204
0
SKIP
SKIP
selection
SKIP
plan-skip
205
0
CACHE
SKIP
selection
SKIP
plan-skip
187
0
CACHE
CACHE
duplicate
CONTINUE
duplicate
187
0
CACHE
CACHE
public-route
FREE
public-channel
187
0
CACHE
CACHE
sufficiency
CONTINUE
sufficiency
186
0
CACHE
CACHE
duplicate
CONTINUE
duplicate
186
0
CACHE
CACHE
public-route
FREE
public-channel
186
0
CACHE
CACHE
sufficiency
CONTINUE
sufficiency
Run context
0
—
—
expansion
STOP
expansion
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