Can you give a concrete example of an agent deciding when to stop buying sources using published source material?
9/30/2026, 2:30:46 PM · llm:deepseek:deepseek-v4-flash
The supplied sources do not contain a concrete example of an agent deciding when to stop buying sources. The closest relevant material is from the first-party Keryx buyer-client note, which describes the buyer providing an all-in price ceiling that includes both the service fee and creator budget, and states that buyers should inspect both the research result and its economics before judging the outcome. However, this describes a pre-set spending ceiling and post-hoc inspection, not a decision procedure for when to stop purchasing sources. The other sources discuss idempotency keys preventing double-spends on retries, stable units of account for budget reasoning, and x402 as a per-request payment rail, but none provides a concrete example of an agent determining a stopping point for buying sources. That specific question remains unanswered by the provided passages.
Evidence ledger — supporting quotes
What is a concrete example of an agent deciding when to stop buying sources?
0%No supporting evidence
How does an agent determine the stopping point for purchasing sources according to published source material?
0%No supporting evidence
Decision log · 56 steps
Breaking down: "Can you give a concrete example of an agent deciding when to stop buying sources using published source material?"
Identified 2 research target(s) to investigate; these are not established facts
Deep mode: up to 4 paid/cached reads plus one bounded gap-expansion pass when needed.
Discovered 21 verified source(s)
Recalled 60 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): 1 cached + 0 fresh, predicting 2/2 claim(s) above the evidence floor with $0.000000/$0.015000 fetch USDC reserved.
Free-preview pre-check maps an actionable source to every sub-claim (2/2); paid reading may proceed within the budget.
Keryx Engineering is first-party and the only full-text candidate (3071 bytes) whose abstract describes buyers quoting, journaling a purchase and resuming a job without a second payment — the closest thing to a concrete, published account of an agent deciding whether to pay again. Cached, so free to reuse; high weight when cited (0.86). — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).
Stablecoin Ledger is the top-reputation source here (39/100, 47% citation rate) and its abstract frames stablecoins as the agent's budget unit — directly relevant to how an agent meters spend and decides when to stop buying. Cached, so reuse is free; only an abstract (297 bytes), so it likely supports the budgeting/stopping logic rather than a full worked example. — cached bytes are free, but this read does not clear the attention gate (EV 0.35, minimum 0.45, with a required claim target).
Agent Economy Weekly has the strongest citation record on this subject (14 citations, 47%, avg weight 0.78) and its abstract covers x402 as an inline agent payment rail — the mechanism an agent uses to pay per source, which is the setting for a stopping decision. Cached and free; abstract only, so it informs the payment loop rather than giving the concrete stop example. — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).
Onchain Micropayments Digest has a weak record (1 citation in 10 reads, 10% citation rate) and its abstract is about the nanopayment price floor and batching — cost primitives, not an agent's decision to stop purchasing. Marginal value, so skip despite being cached.
Distributed Systems Notes is low-reputation (6/100, 20% citation rate) and the abstract is about idempotency keys for safe retries — a payment-safety detail, not a stopping rule or a concrete example of an agent halting purchases.
Gardening content on no-dig raised beds is entirely off-topic for agent source-purchasing decisions.
Retro console recapping is unrelated to agent payment or stopping decisions.
Stripe Blog has never been cited on this subject (0/100 reputation) and the abstract is about Stripe Projects agent integrations, not about when an agent should stop buying sources.
Ethereum Foundation Blog is low-reputation here (7/100) and the abstract concerns triaging AI agents against protocol code — no bearing on purchase-stopping criteria.
Cointelegraph's ECB merchant-acceptance stat is about crypto payment adoption, not an agent's decision to stop buying sources.
Latent.Space has been read 14 times on this subject and never cited (reputation 0/100); the full text is about underwriting agents you can sue, not stopping rules. Large but unpromising.
Metadata-only, no preview text, and the topic (Blender with coding agents) is unrelated to source-purchase stopping decisions.
Metadata-only with no preview; agent memory tooling does not address when to stop buying sources.
Metadata-only, no preview; low-risk DeFi is off-topic for an agent's purchase-stopping example.
Coinbase's 2022 response to the WSJ concerns proprietary trading allegations — no relevance to agent source-buying decisions.
Decrypt has never been cited on this subject (0/100) and the abstract is about game ownership and NFTs, not stopping rules.
CoinDesk's BlackRock piece says agents will buy compute and data with stablecoins — background on agent purchasing, but no stopping criterion or concrete stop example.
Esoteric mythology about the Pleiades is entirely off-topic.
A profile of an AI agent engineer does not supply a stopping rule or worked example of halting source purchases.
Arc Settlement Benchmarks is well-cited here (10 citations, 50%), but its abstract covers x402 settlement latency measurement — timing, not the decision to stop buying sources. Cached, but no target claim is supported.
Web Payments Review is weak here (31% citation rate, avg weight 0.41) and the abstract is about x402 finality timing, not purchase-stopping criteria.
Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)
Reused cached Keryx Engineering (first-party) — Recovering a Keryx paid research job (free) — S1
Sub-claim "What is a concrete example of an agent deciding when to stop…": 10% covered by S1 — S1 describes a buyer client that separates quoting, buying, and recovering a research job, and warns against deleting the journal and buying again after ambiguous failures. It gives a concrete scenario of not re-buying (stop buying again) after a connection failure or restart, but it does not present an agent explicitly deciding when to stop buying sources in general. This is topical context, not a direct answer.
Sub-claim "How does an agent determine the stopping point for purchasin…": 10% covered by S1 — S1 mentions an all-in price ceiling and a resume command that sends only GET requests without replaying a purchase, and warns that ambiguous cases may require operator reconciliation. These are related purchasing controls, but no procedure or criterion for determining when to stop buying sources is stated. The supplied passages do not answer the stopping-point question.
Coverage is low for both sub-claims. The gathered first-party note gives a concrete non-repurchase scenario but not an explicit agent stopping decision or a stopping-point procedure. Affordable skipped sources that could fill the gap are prioritized: idempotency keys for safe retries and avoiding double-spends (0.003), stablecoin unit-of-account budgeting for agents (0.003), and x402 inline agent payment rail (0.004). Total cost 0.010 fits the remaining budget of 0.015. Other skipped sources are unrelated or less directly relevant.
Filling gap — buying Distributed Systems Notes — Idempotency keys prevent double-spends ($0.003)…
Paid $0.003 to Distributed Systems Notes — Idempotency keys prevent double-spends (settled 66ea3b47-d…) — S2
Filling gap — buying Stablecoin Ledger — Stablecoins as the unit of account for agents ($0.003)…
Paid $0.003 to Stablecoin Ledger — Stablecoins as the unit of account for agents (settled a1650c31-2…) — S3
Filling gap — buying Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail ($0.004)…
Paid $0.004 to Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail (settled 728e5786-a…) — S4
Final check — "What is a concrete example of an agent deciding when to stop…": 10% assessed by S1
Final check — "How does an agent determine the stopping point for purchasin…": 10% assessed by S1, S2
Final coverage assessment — The supplied sources describe an agent's payment and recovery mechanics but do not provide a concrete example of an agent deciding when to stop buying sources, nor do they state a stopping rule or procedure for determining when to stop purchasing sources. S1 covers buying, price ceilings, receipts, and reconciliation, but not a stopping decision. S2–S4 are topical context about idempotency, stable units of account, and x402 payment rails, none of which answers the requested stopping-point question. The assessment does not establish a complete supported answer for every requested part.
Synthesizing a grounded answer from 4 source(s)…
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Below reward gate — S1 supports claim 1 at 10%: “The buyer provides a trusted Keryx treasury payee and an all-in price ceiling.”
Below reward gate — S1 supports claim 1 at 10%: “Buyers should inspect both the research result and its economics before judging the outcome.”
Below reward gate — S1 supports claim 2 at 20%: “The all-in ceiling includes both the service fee and creator budget.”
Below reward gate — S2 supports claim 2 at 0%: “In a payment system, keying on (payer, resource, nonce) prevents charging twice when a client retries after a timeout.”
Below reward gate — S3 supports claim 2 at 10%: “Dollar stablecoins like USDC let an agent price expected value against cost in stable terms, which is a precondition for rational spending d…”
Below reward gate — S4 supports claim 2 at 10%: “Agents can therefore pay per request with no accounts or API keys, discovering and purchasing data autonomously at runtime.”
Rejected 0 invalid evidence span(s) and 4 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 $0.01 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.