I am reading about citing sources in LLM answers built from web search. What is the main point, and what does Simon Willison's Weblog say about it?

Archived dispatch

Lowconfidence— no source was read for this question

9/30/2026, 1:52:54 PM · llm:deepseek:deepseek-v4-flash

§ IIThe reading0 cited

Lowconfidence— no source was read for this questiondeep researchpreview plan 0/2 claimsportfolio 0/0

No supported answer: no source passed the relevance and evidence checks within this run's limits. The planning questions and SKIP reasons show how the request was interpreted. Clarify the subject or intended meaning before starting another paid job. This does not establish that no relevant evidence exists.

Evidence ledger — quotes verified before rewards

What is the main point about citing sources in LLM answers built from web search?
0%
No reward-qualifying evidence
What does Simon Willison's Weblog say about citing sources in LLM answers built from web search?
0%
No reward-qualifying evidence

Helpful?

Spent$0

To creators—

Decisions0 bought · 0 cached · 21 skipped

llm:deepseek:deepseek-v4-flashlive on Arc testnet

Decision log · 30 steps

§ IThe decision$0 settled / $0.03

Decompose

Breaking down: "I am reading about citing sources in LLM answers built from web search. What is the main point, and what does Simon Willison's Weblog say about it?"

Decompose

Identified 2 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 48 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 0/2 claim(s) above the evidence floor with $0.000000/$0.015000 fetch USDC reserved.

Pre-check

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

DecideSKIP

Simon Willison's Weblog — Feeling sad about AI$0.003 · EV 5%

This is the only source directly named in the question (Simon Willison's Weblog), but the preview is metadata_only with 0 plaintext bytes — just the title 'Feeling sad about AI'. A title alone cannot establish that the full text addresses citing sources in LLM answers, so paying $0.003 would be a blind bet on an unknown article. No valid target can be supported by the preview, so SKIP.

DecideSKIP

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

Latent.Space has been read 12 times on this subject and never cited (reputation 0/100). Its preview is about ontologies and the semantic web, not citation of sources in LLM web-search answers. No target is supported.

DecideSKIP

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

Arc Settlement Benchmarks has the best citation record on this subject (67%), but its preview covers x402 settlement latency on Arc — payment finality, not source citation in LLM answers. Neither subClaim (0 or 1) is about settlement timing, so no valid target.

DecideSKIP

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

Web Payments Review's preview is about x402 payment finalization timing, unrelated to citing sources in LLM answers. No target supported.

DecideSKIP

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

Agent Economy Weekly's preview concerns x402 as an agent payment rail, not citation practices in LLM web-search answers. No target supported.

DecideSKIP

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

Onchain Micropayments Digest's preview is about nanopayment floors and batched settlement, unrelated to source citation in LLM answers. No target supported.

DecideSKIP

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

Distributed Systems Notes' preview covers idempotency keys and double-spends, not citation of sources in LLM answers. No target supported.

DecideSKIP

Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 10%

Keryx Engineering's full-text preview is about recovering a paid research job (buyer recovery, citation rewards mechanics), not about how LLM answers should cite web sources. No target supported.

DecideSKIP

Stablecoin Ledger — Why USDC settles instantly onchain$0.003 · EV 2%

Stablecoin Ledger's preview is about USDC onchain settlement speed, entirely off-topic for citing sources in LLM answers. No target supported.

DecideSKIP

Stripe Blog — What Stripe data shows about fraud at AI startups$0.002 · EV 2%

Stripe Blog preview covers fraud rates at AI startups, unrelated to source citation in LLM answers. No target supported.

DecideSKIP

Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 5%

Ethereum Foundation Blog preview is about running AI agents against Ethereum protocol code; it does not address citation of sources in LLM web-search answers. No target supported.

DecideSKIP

Cointelegraph.com News — Crypto payments barely register among euro area merchants, ECB finds$0.002 · EV 2%

Cointelegraph preview covers ECB data on crypto payment acceptance, unrelated to LLM answer citation. No target supported.

DecideSKIP

The Coinbase Blog - Medium — In response to the Wall Street Journal$0.003 · EV 2%

Coinbase Blog preview is a response to the WSJ about proprietary trading, unrelated to citation in LLM answers. No target supported.

DecideSKIP

Decrypt — Wall Street Pushback Halts SEC's Crypto Fundraising Framework, Sources Say$0.002 · EV 2%

Decrypt preview covers SEC crypto fundraising framework news, unrelated to LLM answer citation. No target supported.

DecideSKIP

CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Trump expected to attend White House meeting with crypto CEOs, sources say$0.002 · EV 2%

CoinDesk preview covers a White House meeting with crypto CEOs, unrelated to LLM answer citation. No target supported.

DecideSKIP

Inner Axiom — The Codex — Esoteric Bible Reading: Interpretation of "666"$0.002 · EV 1%

Esoteric Bible interpretation of '666' is wholly unrelated to citing sources in LLM answers. No target supported.

DecideSKIP

Conzit Labs — Azzi Fudd Makes History as WNBA's First Rookie 3-Point Champion$0.002 · EV 1%

Conzit Labs preview is about a WNBA rookie 3-point champion, unrelated to LLM answer citation. No target supported.

DecideSKIP

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

Gardening article on no-dig raised beds is entirely off-topic. No target supported.

DecideSKIP

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

Retro console recapping article is entirely off-topic. No target supported.

DecideSKIP

Hugging Face - Blog — What building Shippy taught us about building agents$0.003 · EV 5%

Hugging Face blog preview is metadata_only (0 bytes) with a title about building agents; nothing indicates it covers citing sources in LLM web-search answers, so no valid target can be supported.

DecideSKIP

Vitalik Buterin's website — Low-risk defi can be for Ethereum what search was for Google$0.004 · EV 5%

Vitalik's post preview is metadata_only (0 bytes) on low-risk DeFi; nothing suggests coverage of LLM answer citation. No target supported.

Done

Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.

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

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.

From the archive