After reading Simon Willison's Weblog on prompt injection risks in tool results, what follow-up question would help test the claim?

Archived dispatch

Lowconfidence— no source was read for this question

9/30/2026, 1:50:42 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 does Simon Willison's Weblog claim about prompt injection risks in tool results?
0%
No reward-qualifying evidence
What follow-up question would help test that claim about prompt injection risks in tool results?
0%
No reward-qualifying evidence

Helpful?

Spent$0

To creators—

Decisions0 bought · 0 cached · 19 skipped

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

Decision log · 28 steps

§ IThe decision$0 settled / $0.03

Decompose

Breaking down: "After reading Simon Willison's Weblog on prompt injection risks in tool results, what follow-up question would help test the claim?"

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 43 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 10%

This is the exact source the question is about (Simon Willison's Weblog), but the candidate is metadata_only with 0 plaintext bytes and only a title ('Feeling sad about AI') — no preview content to establish what it claims about prompt injection in tool results, so paying the $0.003 toll cannot be justified for investigating claims 0 or 1.

DecideSKIP

Latent.Space — Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web$0.004 · EV 35%

Latent.Space is cached (free) and its 6798-byte preview on keeping probabilistic agents inside deterministic boundaries is adjacent to prompt-injection/tool-result risk, offering some framing for how to test the claim (claimIndex 1). However it has never been cited on this subject, so value is modest. — cached bytes are free, but this read does not clear the attention gate (EV 0.35, minimum 0.45, with a required claim target).

DecideSKIP

Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 30%

Keryx Engineering first-party full text (3071 bytes, cached) covers evidence checks and buyer recovery in agent research jobs, which can inform how one would test a claim about tool-result risks (claimIndex 1). Reputation is middling (34/100) and it is not independent reporting, so reuse free rather than pay. — cached bytes are free, but this read does not clear the attention gate (EV 0.30, minimum 0.45, with a required claim target).

DecideSKIP

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

Stablecoin Ledger's preview is about USDC onchain settlement speed — unrelated to prompt injection in tool results or how to test that claim. No target claim is supported.

DecideSKIP

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

Agent Economy Weekly's preview covers x402 as an HTTP 402 payment rail; it does not address prompt injection risks in tool results or follow-up tests for that claim.

DecideSKIP

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

Onchain Micropayments Digest is about nanopayment floors and batching — irrelevant to prompt injection in tool results.

DecideSKIP

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

Distributed Systems Notes covers idempotency keys and double-spends, not prompt injection or tool-result trust. No supported target.

DecideSKIP

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

Gardening content (no-dig raised beds) is entirely off-topic for prompt injection risks.

DecideSKIP

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

Retro console recapping is unrelated to AI prompt injection or tool-result risks.

DecideSKIP

Stripe Blog — What Stripe data shows about fraud at AI startups$0.002 · EV 5%

Stripe's fraud-at-AI-startups data concerns payment fraud rates, not prompt injection in tool results.

DecideSKIP

Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 10%

Ethereum Foundation's post on running AI agents against protocol code touches agent reliability, but the preview is about triage workflow, not prompt injection in tool results or how to test that claim.

DecideSKIP

Cointelegraph.com News — BitMEX ends crypto trading, keeps withdrawals open after closure$0.002 · EV 5%

Cointelegraph's BitMEX closure news is unrelated to prompt injection risks in tool results.

DecideSKIP

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

Coinbase's response to the WSJ about proprietary trading has no bearing on prompt injection or tool-result claims.

DecideSKIP

Decrypt — After Clarity Act Fails, Crypto Super PAC Fairshake Targets Sherrod Brown With $30 Million$0.002 · EV 5%

Decrypt's Clarity Act/Super PAC story is political crypto news, unrelated to prompt injection in tool results.

DecideSKIP

CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Crypto Long & Short: Putting the bitcoin sizing question to the test$0.002 · EV 5%

CoinDesk's bitcoin sizing backtest is off-topic for prompt injection risks in tool results.

DecideSKIP

Inner Axiom — The Codex — Esoteric Bible Reading: Interpretation of "666"$0.002 · EV 0%

Esoteric Bible interpretation of '666' is irrelevant to the question.

DecideSKIP

Conzit Labs — Usher Halts Performance After Fan Shows Discomfort in Nashville$0.002 · EV 0%

Usher concert news is entirely unrelated to prompt injection or tool-result risks.

DecideSKIP

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

Arc Settlement Benchmarks measures x402 latency on Arc testnet — no connection to prompt injection in tool results.

DecideSKIP

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

Web Payments Review covers x402 finalization timing, not prompt injection risks or how to test them.

Done

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

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