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

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

· llm:mimo:mimo-v2.5

§ IIThe reading0 cited
Lowconfidence— Contains synthetic demo material; its measurements cannot support factual conclusions.deep researchpreview plan 0/3 claimsportfolio 0/0

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.

The agent decided no source was worth paying for this question.

Source inspection unavailable: this report has no stored excerpt ledger.

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
Obfuscation Part III discusses local mixing in the context of Ethereum.Evidence ledger unavailable
Local mixing refers to a specific technique or concept within Ethereum's obfuscation methods.Evidence ledger unavailable
The discussion reveals how local mixing affects or is used in Ethereum's system.Evidence ledger unavailable
Spent$0
To creators—
Decisions0 bought · 0 cached · 20 skipped
llm:mimo:mimo-v2.5Arc Testnet · historical
Decision log · 29 steps
§ IThe decision$0 settled / $0.04
0%
Decompose

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

Decompose

Identified 3 sub-claim(s) to support

Decompose

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

Discover

Discovered 20 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 0/0 positive proposal(s): 0 cached + 0 fresh, predicting 0/3 claim(s) above the evidence floor with $0.000000/$0.020000 fetch USDC reserved.

Pre-check

Free-preview pre-check found no claim-targeted source worth its toll. No paid fetch will be attempted.

DecideSKIP
Vitalik Buterin's website — Obfuscation (Part III): Local Mixing$0.004 · EV 0%

Primary source on the exact topic: Vitalik's 'Obfuscation (Part III): Local Mixing' directly addresses the question about Ethereum. High topical relevance, not cached, and reasonably priced. — the free-preview coverage check could not connect this source to any sub-claim, so no toll is authorized.

DecideSKIP
Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 0%

Ethereum Foundation Blog post on AI agents and Ethereum's protocol code is highly relevant to Ethereum and already cached, making it a free, high-value supporting source. — the free-preview coverage check could not connect this source to any sub-claim, so no toll is authorized.

DecideSKIP
Stablecoin Ledger — Why USDC settles instantly onchain$0.003 · EV 0%

Stablecoin Ledger focuses on USDC settlement, not obfuscation or local mixing techniques on Ethereum. Low topical match, despite good reputation.

DecideSKIP
Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail$0.004 · EV 0%

Agent Economy Weekly covers AI agent payments via x402, which is not directly about Ethereum obfuscation or local mixing. Unlikely to yield relevant citations.

DecideSKIP
Onchain Micropayments Digest — Nanopayments and the $0.000001 floor$0.005 · EV 0%

Onchain Micropayments Digest is about nanopayments and gas efficiency, not obfuscation or mixing techniques. Poor topical alignment.

DecideSKIP
Distributed Systems Notes — Idempotency keys prevent double-spends$0.003 · EV 0%

Distributed Systems Notes covers idempotency keys, which is a general systems concept, not specific to Ethereum obfuscation or local mixing.

DecideSKIP
Garden & Soil Monthly — Building a no-dig raised bed$0.002 · EV 0%

Garden & Soil Monthly is about gardening, completely irrelevant to Ethereum or obfuscation. Despite high reputation, zero topical match.

DecideSKIP
Retro Game Hardware — Recapping a 1990s console$0.002 · EV 0%

Retro Game Hardware covers vintage console repair, irrelevant to Ethereum or obfuscation. High reputation but no topical link.

DecideSKIP
Stripe Blog — What Link data tells us about AI spending$0.002 · EV 0%

Stripe Blog discusses AI spending data from Link, which is about payments analytics, not Ethereum obfuscation or local mixing.

DecideSKIP
Cointelegraph.com News — Crypto payments barely register among euro area merchants, ECB finds$0.002 · EV 0%

Cointelegraph.com News covers a survey on crypto payments among euro merchants, not obfuscation techniques in Ethereum. Low relevance.

DecideSKIP
Latent.Space — Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web$0.004 · EV 0%

Latent.Space discusses ontologies and AI agents, which is about semantic web revival, not Ethereum obfuscation or local mixing.

DecideSKIP
Simon Willison's Weblog — Anthropic’s best AI model struggles to attract users as cheaper tools thrive$0.003 · EV 0%

Simon Willison's Weblog covers AI model usage trends, unrelated to Ethereum obfuscation or local mixing. Not cached, low value for this query.

DecideSKIP
Hugging Face - Blog — Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI$0.003 · EV 0%

Hugging Face Blog post on WebGPU kernels for AI is technical but not about Ethereum or obfuscation. No topical connection.

DecideSKIP
The Coinbase Blog - Medium — In response to the Wall Street Journal$0.003 · EV 0%

The Coinbase Blog post responds to Wall Street Journal about proprietary trading, not Ethereum obfuscation. Cached but irrelevant.

DecideSKIP
Decrypt — South Korea Arrests Four Over Crypto Payments to Syrian Terror Group$0.002 · EV 0%

Decrypt covers crypto payments to terror groups, which is about illicit use of crypto, not Ethereum obfuscation techniques. Low relevance.

DecideSKIP
CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Bitcoin and Ether bears get decimated amid 'squeeze-led' rally and Musk's X wants to pay creators in stablecoins: Crypto week in 5 stories$0.002 · EV 0%

CoinDesk news covers market rallies and stablecoin adoption, not obfuscation or local mixing on Ethereum. General crypto news, low match.

DecideSKIP
Inner Axiom — The Codex — ISIS: The Godess, From An Esoteric Perspective$0.002 · EV 0%

Inner Axiom post on ISIS and esoteric perspectives is completely unrelated to Ethereum, obfuscation, or mixing. Cached but irrelevant.

DecideSKIP
Conzit Labs — Four Innovations That Transformed My System Checks$0.002 · EV 0%

Conzit Labs discusses system checks and validation, which is not about Ethereum obfuscation or local mixing. Not cached, low value.

DecideSKIP
Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc$0.003 · EV 0%

Arc Settlement Benchmarks focus on x402 settlement latency on Arc, not Ethereum obfuscation or local mixing. Technical but off-topic.

DecideSKIP
Web Payments Review — How long do x402 payments take to finalize?$0.002 · EV 0%

Web Payments Review covers x402 payment finalization timing, not Ethereum obfuscation techniques. General payments commentary, low relevance.

Done

Done. Spent $0 across 0 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.

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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
2026-09-05T10:51:11.977Z
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.

0 scored exact-version purchases from 0 recorded BUY decisions; 0 BUY decisions unscored. 0 of 0 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
Unmeasured

No scored purchases; the hit rate is unmeasured.

Recorded access cost of uncited purchases
Unmeasured

Counts only scored purchases. Descriptive access cost, not causal regret or proof that the purchase was useless.

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 bandPurchasesPredicted mean (0–1)Citation rate
0–0.20UnmeasuredUnmeasured
0.2–0.40UnmeasuredUnmeasured
0.4–0.60UnmeasuredUnmeasured
0.6–0.80UnmeasuredUnmeasured
0.8–10UnmeasuredUnmeasured

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

View outcome JSONDownload outcomesPurchase outcomes across recent reports

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

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

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