If I were building a paid research agent, how would citation rewards weighted by source contribution affect a design decision?

Archived dispatch

Lowconfidence— no source was read for this question

9/30/2026, 10:42:49 AM · llm:deepseek:deepseek-v4-flash + heuristic (fallback from llm:mimo:mimo-v2.5) on 1 step

§ 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

How do citation rewards weighted by source contribution work in a paid research agent design?
0%
No reward-qualifying evidence
How would weighting citation rewards by source contribution affect a design decision when building a paid research agent?
0%
No reward-qualifying evidence

Helpful?

Spent$0

To creators—

Decisions0 bought · 0 cached · 21 skipped

llm:deepseek:deepseek-v4-flash + heuristic (fallback from llm:mimo:mimo-v2.5) on 1 steplive on Arc testnet

Decision log · 30 steps

§ IThe decision$0 settled / $0.03

Decompose

Breaking down: "If I were building a paid research agent, how would citation rewards weighted by source contribution affect a design decision?"

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 60 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

Stablecoin Ledger — Why USDC settles instantly onchain$0.003 · EV 0%

Weak match (no key terms); not worth 0.003 USDC.

DecideSKIP

Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail$0.004 · EV 7%

Weak match (only agent); not worth 0.004 USDC.

DecideSKIP

Onchain Micropayments Digest — Per-citation payments weighted by contribution$0.005 · EV 21%

Already cached and still relevant (matches citation, weighted, contribution); reuse for free instead of paying again. — cached bytes are free, but this read does not clear the attention gate (EV 0.21, minimum 0.45, with a required claim target).

DecideSKIP

Distributed Systems Notes — Idempotency keys prevent double-spends$0.003 · EV 0%

Weak match (no key terms); not worth 0.003 USDC.

DecideSKIP

Garden & Soil Monthly — Building a no-dig raised bed$0.002 · EV 7%

Weak match (only building); not worth 0.002 USDC.

DecideSKIP

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

Weak match (no key terms); not worth 0.002 USDC.

DecideSKIP

Stripe Blog — Stripe Projects adds new agent integrations, more providers, and custom developer controls$0.002 · EV 7%

Weak match (only agent); not worth 0.002 USDC.

DecideSKIP

Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 7%

Weak match (only work); not worth 0.002 USDC.

DecideSKIP

Cointelegraph.com News — US officials work with CrowdStrike to fight malware behind crypto theft$0.002 · EV 7%

Weak match (only work); not worth 0.002 USDC.

DecideSKIP

Latent.Space — PRs NOT Welcome: How Top AI Open Source Projects Are Managing Thousands of Contributors$0.004 · EV 7%

Weak match (only source); not worth 0.004 USDC.

DecideSKIP

Simon Willison's Weblog — Jev introduces a new shape of LLM - System One, aka Decision Models$0.003 · EV 7%

Weak match (only decision); not worth 0.003 USDC.

DecideSKIP

Hugging Face - Blog — Your Agent Aced the Task. Will It Do It Again?$0.003 · EV 7%

Weak match (only agent); not worth 0.003 USDC.

DecideSKIP

Vitalik Buterin's website — Obfuscation: building the final boss of cryptography (Part I)$0.004 · EV 7%

Weak match (only building); not worth 0.004 USDC.

DecideSKIP

The Coinbase Blog - Medium — What Web3 Identity Needs$0.003 · EV 7%

Weak match (only building); not worth 0.003 USDC.

DecideSKIP

Decrypt — Americans Would Use Stablecoins—If They Came With Bank Protections, Visa Study Finds$0.002 · EV 0%

Weak match (no key terms); not worth 0.002 USDC.

DecideSKIP

CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Crypto Long & Short: Inside the chain settling $150 billion of stablecoins a week$0.002 · EV 7%

Weak match (only work); not worth 0.002 USDC.

DecideSKIP

Inner Axiom — The Codex — Esoteric Bible Reading: Interpretation of "666"$0.002 · EV 7%

Weak match (only research); not worth 0.002 USDC.

DecideSKIP

Conzit Labs — Meet Aniruddha Adak: Kolkata's AI Agent Architect$0.002 · EV 14%

Already cached and still relevant (matches agent, source); reuse for free instead of paying again. — cached bytes are free, but this read does not clear the attention gate (EV 0.14, minimum 0.45, with a required claim target).

DecideSKIP

Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc$0.003 · EV 0%

Weak match (no key terms); not worth 0.003 USDC.

DecideSKIP

Web Payments Review — How long do x402 payments take to finalize?$0.002 · EV 0%

Weak match (no key terms); not worth 0.002 USDC.

DecideSKIP

Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 29%

Already cached and still relevant (matches paid, research, citation, rewards); reuse for free instead of paying again. — cached bytes are free, but this read does not clear the attention gate (EV 0.29, minimum 0.45, with a required claim target).

Done

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

Portable research receipt

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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.

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