What does "Obfuscation (Part III): Local Mixing" reveal about ethereum?

Archived dispatch

Lowconfidence— Contains synthetic demo material; its measurements cannot support factual conclusions.

9/20/2026, 4:54:57 PM · llm:deepseek:deepseek-v4-flash (fallback from llm:mimo:mimo-v2.5)

§ IIThe reading0 cited

Lowconfidence— Contains synthetic demo material; its measurements cannot support factual conclusions.deep researchpreview plan 1/1 claimsportfolio 1/1

Illustrative demo content: synthetic sources and measurements are not factual research evidence. Source provenance and payment status are separate; inspect the receipt for settled, pending or simulated payments. Settlement does not authenticate a source's claims.

No supported answer: source payments settled, but no usable content was received. Confirmed payments remain recorded. Keep this job for review before buying again.

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 does "Obfuscation (Part III): Local Mixing" reveal about ethereum?”
0% estimated
No qualifying excerpt recorded

No inspectable non-demo excerpts are recorded for source inspection.

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.

Research target by cited source evidence matrix
Research target (unverified)	Inspection status
What does "Obfuscation (Part III): Local Mixing" reveal about ethereum?	No inspectable excerpt recorded

Spent$0.004

To creators100%

Decisions1 bought · 0 cached · 20 skipped

llm:deepseek:deepseek-v4-flash (fallback from llm:mimo:mimo-v2.5)Arc Testnet · historical

Decision log · 33 steps

§ IThe decision$0.004 settled / $0.04

10%$0.036 under cap

Decompose

Breaking down: "What does "Obfuscation (Part III): Local Mixing" reveal about ethereum?"

Decompose

Identified 1 research target(s) to investigate; these are not established facts

Decompose

Deep mode: up to 4 paid/cached reads plus one bounded gap-expansion pass when needed.

Discover

Discovered 21 verified source(s)

Discover

Recalled 60 past runs on this subject — how these sources performed when they were available.

Discover

ERC-8004 reputation loaded — composite scores on this subject.

Pre-check

Claim-aware portfolio selected 1/1 positive proposal(s): 0 cached + 1 fresh, predicting 1/1 claim(s) above the evidence floor with $0.004000/$0.020000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (1/1); paid reading may proceed within the budget.

DecideBUY

Vitalik Buterin's website — Obfuscation (Part III): Local Mixing$0.004 · EV 85%

This is the exact article named in the question ('Obfuscation (Part III): Local Mixing' by Vitalik Buterin, tagged ethereum/onchain settlement/consensus) — the only candidate that directly addresses what the piece reveals about Ethereum. It is not cached and the preview is metadata_only (title only, 0 plaintext bytes), so full text must be bought to extract the actual claims; price $0.004 is cheap and within the $0.04 budget. No other candidate covers this topic, so no redundancy concern. — selected for the claim-aware evidence portfolio (targets claim 1; $0.004000 fetch USDC, 1 attention slot).

DecideSKIP

Stablecoin Ledger — Why USDC settles instantly onchain$0.003 · EV 5%

Stablecoin Ledger covers USDC instant settlement, unrelated to Vitalik's obfuscation/local mixing article about Ethereum. Preview shows no link to claim 0; cached but not useful here.

DecideSKIP

Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail$0.004 · EV 5%

Agent Economy Weekly is about x402 as an agent payment rail, not Ethereum obfuscation or local mixing. No support for claim 0.

DecideSKIP

Onchain Micropayments Digest — Nanopayments and the $0.000001 floor$0.005 · EV 5%

Onchain Micropayments Digest covers nanopayment floors and batching, not the Ethereum obfuscation/mixing topic in claim 0.

DecideSKIP

Distributed Systems Notes — Idempotency keys prevent double-spends$0.003 · EV 5%

Distributed Systems Notes covers idempotency keys and double-spend prevention; no bearing on what the obfuscation article reveals about Ethereum.

DecideSKIP

Garden & Soil Monthly — Building a no-dig raised bed$0.002 · EV 1%

Gardening content (no-dig raised beds) is entirely off-topic for claim 0.

DecideSKIP

Retro Game Hardware — Recapping a 1990s console$0.002 · EV 1%

Retro console recapping is unrelated to Ethereum obfuscation/local mixing.

DecideSKIP

Stripe Blog — What Stripe data shows about fraud at AI startups$0.002 · EV 3%

Stripe fraud-at-AI-startups data does not address the Ethereum obfuscation article.

DecideSKIP

Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 15%

Ethereum Foundation post is Ethereum-adjacent (AI agents triaging protocol code) but its preview concerns security triage workflows, not obfuscation or local mixing; it would not answer what the named article reveals.

DecideSKIP

Cointelegraph.com News — Crypto payments barely register among euro area merchants, ECB finds$0.002 · EV 3%

ECB merchant crypto-acceptance survey is unrelated to Ethereum obfuscation/local mixing.

DecideSKIP

Latent.Space — Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web$0.004 · EV 10%

Latent.Space on ontologies and semantic web for AI agents is not about Ethereum obfuscation or mixing; no support for claim 0.

DecideSKIP

Simon Willison's Weblog — Feeling sad about AI$0.003 · EV 2%

Simon Willison 'Feeling sad about AI' is metadata_only with no preview and no topical link to Ethereum obfuscation.

DecideSKIP

Hugging Face - Blog — Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI$0.003 · EV 2%

Hugging Face WebGPU kernels post is metadata_only and unrelated to Ethereum obfuscation/local mixing.

DecideSKIP

The Coinbase Blog - Medium — In response to the Wall Street Journal$0.003 · EV 3%

Coinbase response to the WSJ concerns proprietary trading allegations, not Ethereum obfuscation.

DecideSKIP

Decrypt — Putin Signs Russia's First Crypto Law: Trading Is Legal, Payments Stay Banned$0.002 · EV 3%

Russia crypto law news is unrelated to the Ethereum obfuscation article.

DecideSKIP

CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Crypto Long & Short: Inside the 300-to-1 onchain gap between the dollar and euro$0.002 · EV 5%

CoinDesk dollar-vs-euro onchain gap is about stablecoin settlement, not obfuscation or local mixing on Ethereum.

DecideSKIP

Inner Axiom — The Codex — The Journey of the Soul$0.002 · EV 1%

Esoteric 'Journey of the Soul' content is entirely off-topic.

DecideSKIP

Conzit Labs — Streamlining Document Parsing with DeepDoc: A Local Solution$0.002 · EV 2%

DeepDoc document parsing is unrelated to Ethereum obfuscation/local mixing.

DecideSKIP

Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc$0.003 · EV 5%

Arc x402 settlement latency benchmarks do not address the Ethereum obfuscation article.

DecideSKIP

Web Payments Review — How long do x402 payments take to finalize?$0.002 · EV 5%

Web Payments Review x402 finality timing is unrelated to obfuscation/local mixing on Ethereum.

DecideSKIP

Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 5%

Keryx first-party engineering notes on buyer recovery concern payment mechanics, not the Ethereum obfuscation topic in claim 0.

Fetch

Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)

Fetch

Paying $0.004 toll to read Vitalik Buterin's website — Obfuscation (Part III): Local Mixing…

Fetch

Paid $0.004 to Vitalik Buterin's website — Obfuscation (Part III): Local Mixing, but its content response failed after settlement; receipt retained and the run continues without that article.

Done

Done. Spent $0.004 across 1 confirmed/simulated payment(s) to creators.

Read checkpoints

Read checkpoint evidence is unavailable for this report. Historical, private and unsupported native runs are not reconstructed.

Portable research receipt

Take the evidence trail with you

One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.

View JSON ↗Download

Recorded purchase outcomes

Did the exact article versions bought for this answer appear in its citations? This view scores retained BUY decisions against payment observations recorded in the same dispatch trace.

Recorded settlement bookkeeping only; Circle and chain settlement have not been independently rechecked here.

This is a partial retained trace sample, not a full payment ledger. An absent matching payment does not prove that no payment occurred; excluded and unconfirmed costs remain unknown.

Recorded network: eip155:5042002
Dispatch recorded at: 2026-09-20T09:54:57.121Z

Frozen testnet archive, captured 2026-10-03T00:26:18.665Z. This is historical testnet evidence, separate from current mainnet activity.

Archive source commit: f9dca8d04f4657abbf0153175feec65728ba6a99
Archive database SHA-256: c5d9c0d2bf01099de526d7510321eabd1b0e3519f2792d40b61e49062d766272

Participant cohort: unknown. No outside-customer usage is inferred.

1 scored exact-version purchases from 1 recorded BUY decisions; 0 BUY decisions unscored. 0 of 1 trace payment observations excluded.

Each unique source + item + content version with positive matching recorded settled access counts once. Duplicate BUYs, missing identities, zero/unconfirmed access and incompatible payment observations cannot create a scored purchase. CACHE and SKIP decisions are outside this sample.

Exact-version citation hit rate: 0%
Recorded access cost of uncited purchases: 0.004 test USDC

Predicted value and observed citations

Bins compare the recorded predicted value with citation occurrence in this one dispatch. Small samples do not validate a probability model.

Value band	Purchases	Predicted mean (0–1)	Citation rate
0–0.2	0	Unmeasured	Unmeasured
0.2–0.4	0	Unmeasured	Unmeasured
0.4–0.6	0	Unmeasured	Unmeasured
0.6–0.8	0	Unmeasured	Unmeasured
0.8–1	1	0.85	0%

Scored exact-version observations

Source
vitalik-buterin-s-website-f0c68a
Item
06024437-a7d2-4d1c-812c-252870b73b70
Content version
sha256:aa20c5857ad4f565c3959f6d38fcfa66e9c253081549cec54b301a146b1ed40f
Recorded predicted value (0–1)
0.85
Recorded settled access
0.004 test USDC
Recorded settled citation rewards
0 test USDC
Recorded citation contribution
0%
Not cited

Missed value, cost per supported claim, budget alternatives and counterfactual outcomes are unmeasured. No extra reading or learning was performed.

View outcome JSON Download outcomes

A new follow-up runs on Arc mainnet with today’s sources and budget. Only the historical question supplies context.

Ask a follow-upNew dispatch · creators paid again

Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.

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