Breaking down: "When should a reading agent stop buying sources and just answer?"

Identified 4 sub-claim(s) to support

Discovered 20 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.

Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)

Reused cached Stripe Blog (free) — S1

Reused cached Stablecoin Ledger (free) — S2

Reused cached Agent Economy Weekly (free) — S3

Reused cached Distributed Systems Notes (free) — S4

Reused cached Cointelegraph.com News (free) — S5

Reused cached CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data (free) — S6

Reused cached Arc Settlement Benchmarks (free) — S7

Reused cached The Coinbase Blog - Medium (free) — S8

Reused cached Onchain Micropayments Digest (free) — S9

Sub-claim "A reading agent should have a stopping criterion for source …": 60% covered by S3 — The S3 source directly discusses budgets forcing agents to decide when to stop buying sources, implying a stopping criterion. However, the coverage is partial, focusing on budget-driven stopping rather than a general criterion.

Sub-claim "The decision to stop buying sources should be based on achie…": 50% covered by S3 — S3 mentions that under a budget, an agent must decide 'when it has read enough to stop,' linking to sufficient information. However, the coverage is not comprehensive; it ties stopping to budget constraints rather than purely information sufficiency.

Sub-claim "Sufficient information is defined by meeting the answer's re…": 10% covered — No gathered source explicitly defines sufficient information in terms of meeting the answer's requirements. The sources discuss payment rails and budgets but lack direct discussion of information sufficiency criteria.

Sub-claim "The cost or diminishing returns of additional sources may in…": 80% covered by S3, S9 — S3 directly addresses cost influence through budgets and trade-offs. S9 discusses weighted nanopayments and contribution-based payments, implying diminishing returns by rewarding heavily-relied-upon sources more. Together, they provide good coverage of cost and diminishing returns.

Coverage for the claim 'Sufficient information is defined by meeting the answer's requirements' is low (0.1), and there are affordable skipped sources that could potentially fill this gap. The Latent Space blog (price 0.004) focuses on AI agents and may contain insights on agent decision-making and stopping criteria. Vitalik Buterin's website (price 0.004) might offer theoretical perspectives on information sufficiency. Both fit within the remaining budget of 0.02 and are prioritized for their relevance to AI agents and information theory.

Filling gap — buying Latent.Space ($0.004)…

Paid $0.004 to Latent.Space (settled 664b959e-0…) — S10

Filling gap — buying Vitalik Buterin's website ($0.004)…

Paid $0.004 to Vitalik Buterin's website (settled 7220d273-b…) — S11

Final check — "A reading agent should have a stopping criterion for source …": 10% assessed by S3

Final check — "The decision to stop buying sources should be based on achie…": 0% assessed

Final check — "Sufficient information is defined by meeting the answer's re…": 0% assessed

Final check — "The cost or diminishing returns of additional sources may in…": 20% assessed by S3

Final coverage assessment — The gathered sources are primarily about cryptocurrency, stablecoins, payment systems, and AI agent commerce. They do not directly address the general question of when a reading agent should stop acquiring sources to answer a question. While source S3 touches on agent budgets and decision-making, it is in the context of financial payments, not information gathering. There is no coverage for the core claim about stopping criteria for source acquisition, the definition of sufficient information, or the influence of cost/diminishing returns on stopping decisions.

Synthesizing a grounded answer from 11 source(s)…

Below reward gate — S3 supports claim 1 at 0%: “An agent under a hard budget must choose: which sources are worth paying for, when a cheaper source suffices, and when it has read enough to…”

Below reward gate — S3 supports claim 2 at 0%: “An agent under a hard budget must choose: which sources are worth paying for, when a cheaper source suffices, and when it has read enough to…”

Below reward gate — S3 supports claim 3 at 0%: “An agent under a hard budget must choose: which sources are worth paying for, when a cheaper source suffices, and when it has read enough to…”

Below reward gate — S3 supports claim 4 at 0%: “This turns automation into genuine agency — every purchase is a reasoned trade-off, and the budget produces emergent frugality.”

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 $0.020000 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 2 payment(s) to creators.