I need to brief a teammate on prompt injection risks in tool results. What are the two or three facts I should lead with?
10/1/2026, 3:10:55 PM · llm:deepseek:deepseek-v4-flash + heuristic (fallback from llm:mimo:mimo-v2.5) on 1 step
The provided sources do not contain any information about prompt injection risks in tool results. The only source available is an abstract about weather derivatives and climate-related financial risk, which does not address prompt injection, tool results, or AI security in any way.
Specifically: - What are the two or three most important facts about prompt injection risks in tool results? — This cannot be answered from the supplied sources. No passage discusses prompt injection, tool results, or related security risks. - What is meant by 'tool results' in the context of prompt injection risks? — This also cannot be answered. The sources never define or mention 'tool results' in any security or AI context.
To brief a teammate on this topic, you would need sources that actually cover prompt injection and tool-result handling; the current source set is unrelated and insufficient.
Evidence ledger — supporting quotes
What are the two or three most important facts about prompt injection risks in tool results?
0%No supporting evidence
What is meant by 'tool results' in the context of prompt injection risks?
0%No supporting evidence
Decision log · 56 steps
Breaking down: "I need to brief a teammate on prompt injection risks in tool results. What are the two or three facts I should lead with?"
Identified 2 research target(s) to investigate; these are not established facts
Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.
Discovered 21 verified creator source(s) and 5 free public reference(s)
Recalled 30 past runs on this subject — how these sources performed when they were available.
ERC-8004 reputation loaded — composite scores on this subject.
Claim-aware portfolio selected 1/1 positive proposal(s): 0 cached + 1 fresh, predicting 0/2 claim(s) above the evidence floor with $0.002000/$0.015000 fetch USDC reserved.
Free-preview pre-check covers 1/2 sub-claims (50%). The agent may buy only claim-targeted sources and will label the answer provisional if paid evidence stays thin.
Strong topical match on risks, important, addresses sub-claim 1; worth the 0.002 USDC toll. — selected for the claim-aware evidence portfolio (targets claim 1; $0.002000 fetch USDC, 1 attention slot).
Weak match (no key terms); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (no key terms); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (no key terms); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (no key terms); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (no key terms); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (no key terms); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.004 USDC.
Weak match (no key terms); not worth 0.005 USDC.
Weak match (no key terms); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Weak match (only three); not worth 0.002 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Already cached and still relevant (matches brief, risks); reuse for free instead of paying again. — the free-preview coverage check could not connect this source to any sub-claim, so no toll is authorized.
Weak match (only two); not worth 0.004 USDC.
Weak match (only three); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.004 USDC.
Weak match (no key terms); not worth 0.003 USDC.
Weak match (only three); not worth 0.002 USDC.
Weak match (only two); not worth 0.002 USDC.
Weak match (only risks); not worth 0.002 USDC.
Weak match (only results); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)
Paying $0.002 toll to read CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Democratizing weather derivatives through tokenization could be crypto's most important real-world use case…
Paid $0.002 to CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Democratizing weather derivatives through tokenization could be crypto's most important real-world use case (settled 6f47adcd-7…) — S1
Sub-claim "What are the two or three most important facts about prompt …": 0% covered
Sub-claim "What is meant by 'tool results' in the context of prompt inj…": 0% covered
The only gathered source (S1) is a CoinDesk opinion abstract about tokenizing weather derivatives. It contains no information about prompt injection, tool results, or security risks. Neither requested sub-claim is addressed, so coverage is 0 for both and no source markers provide support. The assessment does not establish a complete supported answer for every requested part.
Sub-claim "What are the two or three most important facts about prompt …": 0% covered — The only gathered source (S1) is a CoinDesk opinion abstract about weather derivatives tokenization; it contains nothing about prompt injection, tool results, or AI security. No supplied passage states any fact about prompt injection risks in tool results.
Sub-claim "What is meant by 'tool results' in the context of prompt inj…": 0% covered — No supplied passage defines or describes 'tool results' in the context of prompt injection. S1 is entirely unrelated to AI agents, tools, or injection risks.
Both sub-claims have zero coverage; the sole gathered source is off-topic. Affordable skipped sources that plausibly address agent security and tool-result handling are Simon Willison's Weblog on the Gemini breakout (item:ccade860..., $0.003) and Hugging Face's 'What building Shippy taught us about building agents' (item:43d810d6..., $0.003), totaling $0.006 within the $0.013 remaining budget. These are the highest-priority candidates because they concern real-world agent exploitation and agent construction, which are the most likely to contain facts about prompt injection via tool results. Other skipped items are unrelated (crypto payments, gardening, retro hardware, astrology, etc.) and should not be purchased.
Filling gap — buying Simon Willison's Weblog — Gemini Hacked Three Companies in First Known Breakout by Google’s AI ($0.003)…
Paid $0.003 to Simon Willison's Weblog — Gemini Hacked Three Companies in First Known Breakout by Google’s AI, but its content response failed after settlement; receipt retained and the gap remains open.
Filling gap — buying Hugging Face - Blog — What building Shippy taught us about building agents ($0.003)…
Paid $0.003 to Hugging Face - Blog — What building Shippy taught us about building agents, but its content response failed after settlement; receipt retained and the gap remains open.
Final check — "What are the two or three most important facts about prompt …": 0% assessed
Final check — "What is meant by 'tool results' in the context of prompt inj…": 0% assessed
Final coverage assessment — The only gathered source (S1) is a CoinDesk opinion abstract about tokenizing weather derivatives. It contains no information about prompt injection, tool results, or AI security. Neither sub-claim is addressed: there are no facts about prompt injection risks in tool results, and no definition or explanation of 'tool results' in that context. Coverage is 0 for both sub-claims, with no source markers providing relevant support. The assessment does not establish a complete supported answer for every requested part.
Synthesizing a grounded answer from 1 source(s)…
Rejected 0 invalid evidence span(s) and 1 unsupported citation marker(s); rejected markers cannot receive citation rewards.
No citation passed the evidence gate — the $0.015000 citation pool stays unspent; settled access tolls still stand.
Drafted answer citing 0 source(s)
Confidence: Low — no citation passed the evidence gate.
Done. Spent $0.008 across 3 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.
Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.