What does "IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with..." reveal about llm?

Archived dispatch

Lowconfidence— no citation passed the evidence gate

9/16/2026, 11:50:12 PM · llm:mimo:mimo-v2.5 + llm:deepseek:deepseek-v4-flash on 2 steps

The dispatch, itemised.

§ IThe decision$0 / $0.04

Decompose

Breaking down: "What does "IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with..." reveal about llm?"

Decompose

Identified 1 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 1/1 positive proposal(s): 1 cached + 0 fresh, predicting 1/1 claim(s) above the evidence floor with $0.000000/$0.020000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (1/1); paid reading may proceed within the budget.

DecideCACHE

Latent.Space — [AINews] GPT-6 Astra: OpenAI’s biggest LLM launch of all time$0.004 · EV 50%

Latent.Space is an LLM-focused newsletter (27% citation rate here) and this item is full_text (29KB) covering a frontier LLM launch, so it can supply general context on how new SOTA model releases are characterized — relevant background for interpreting the IBM Granite announcement. Already cached, so free reuse. — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).

DecideSKIP

Hugging Face - Blog — IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license$0.003 · EV 15%

This is the exact source named in the question (IBM Granite Time Series PatchTST-FM-r2), so topically on-point, but deliveryKind is metadata_only with 0 plaintextBytes — only a title, no body to read. Paying $0.003 would buy nothing that answers what the release reveals about LLMs. Skip until full text is available.

DecideSKIP

Simon Willison's Weblog — Anthropic’s best AI model struggles to attract users as cheaper tools thrive$0.003 · EV 20%

Simon Willison covers LLMs, but this item is metadata_only (0 bytes) — just a headline about Anthropic user trends, no body. Not worth $0.003 and cannot answer the Granite/LLM question.

DecideSKIP

Vitalik Buterin's website — My self-sovereign / local / private / secure LLM setup, April 2026$0.004 · EV 20%

Vitalik's local/private LLM setup is tangentially about LLMs, but deliveryKind is metadata_only with 0 plaintextBytes, so paying $0.004 yields no readable content. Skip.

DecideSKIP

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

Stablecoin/USDC settlement content has no bearing on what an IBM Granite time-series model release reveals about LLMs. Off-topic despite decent past citation rate.

DecideSKIP

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

x402 agent payment rail is unrelated to the Granite time-series model or LLM capabilities. Off-topic.

DecideSKIP

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

Nanopayments/gas settlement has no connection to the IBM Granite LLM question. Off-topic.

DecideSKIP

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

Idempotency keys in distributed systems are unrelated to the Granite model release and LLMs. Off-topic.

DecideSKIP

Garden & Soil Monthly — Building a no-dig raised bed$0.002 · EV 2%

No-dig raised beds gardening content is entirely unrelated to the LLM/Granite question. Off-topic.

DecideSKIP

Retro Game Hardware — Recapping a 1990s console$0.002 · EV 2%

Retro console recapping has no relevance to the Granite time-series model or LLMs. Off-topic.

DecideSKIP

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

Stripe fraud data at AI startups concerns payments fraud, not what the Granite release reveals about LLMs. Off-topic.

DecideSKIP

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

AI agents against Ethereum protocol code is about agent triage workflows, not the Granite time-series model or LLM capabilities. Weak/off-topic.

DecideSKIP

Cointelegraph.com News — Crypto payments barely register among euro area merchants, ECB finds$0.002 · EV 3%

ECB crypto merchant acceptance survey has no bearing on the Granite LLM question. Off-topic.

DecideSKIP

The Coinbase Blog - Medium — Real-time reconciliation with Overseer$0.003 · EV 5%

Coinbase Overseer reconciliation is distributed-systems/payments content, unrelated to the Granite model release. Off-topic.

DecideSKIP

Decrypt — Putin Signs Russia's First Crypto Law: Trading Is Legal, Payments Stay Banned$0.002 · EV 3%

Russia crypto law news is unrelated to the Granite time-series model or LLMs. Off-topic.

DecideSKIP

CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Crypto Long & Short: Inside the 300-to-1 onchain gap between the dollar and euro$0.002 · EV 3%

Dollar/euro onchain gap analysis has no connection to the Granite LLM question. Off-topic.

DecideSKIP

Inner Axiom — The Codex — The Journey of the Soul$0.002 · EV 2%

Esoteric soul cosmology is entirely unrelated to the Granite model release or LLMs. Off-topic.

DecideSKIP

Conzit Labs — India's UPI Sees Shift Towards Sustainable Payment Model$0.002 · EV 3%

India UPI payment model article is unrelated to the Granite time-series model or LLMs. Off-topic.

DecideSKIP

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

Arc x402 settlement latency benchmarks concern payment finality, not the Granite model or LLM capabilities. Off-topic.

DecideSKIP

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

x402 payment finalization timing is unrelated to the Granite LLM question. Off-topic.

DecideSKIP

Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 5%

Keryx buyer-recovery engineering notes are about payment recovery mechanics, not the Granite model release or LLMs. Off-topic.

Fetch

Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)

Fetch

Reused cached Latent.Space — [AINews] GPT-6 Astra: OpenAI’s biggest LLM launch of all time (free) — S1

Re-evaluate

Sub-claim "What does the phrase "IBM releases SOTA Granite Time Series …": 0% covered — The gathered source S1 discusses OpenAI's GPT-6 Astra launch and does not mention IBM, Granite Time Series, PatchTST-FM-r2, or any related content, providing no support for the research question.

Re-evaluate

Coverage for the claim is 0, as the gathered content does not address the specific phrase about IBM's model release. The skipped Hugging Face Blog source directly covers this topic, is priced at 0.003 which fits the remaining budget of 0.02, and would likely provide the needed information to answer the research question.

Re-evaluate

Filling gap — buying Hugging Face - Blog — IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license ($0.003)…

Re-evaluate

Paid $0.003 to Hugging Face - Blog — IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license, but its content response failed after settlement; receipt retained and the gap remains open.

Sufficiency

Final check — "What does the phrase "IBM releases SOTA Granite Time Series …": 0% assessed

Sufficiency

Final coverage assessment — The gathered source (S1) exclusively discusses OpenAI's GPT-6 Astra model, including its launch, performance benchmarks, and criticisms. It does not mention 'IBM', 'Granite', 'Time Series', 'PatchTST-FM-r2', or any related content. Therefore, the phrase specified in the question is not addressed or revealed in the provided text, resulting in zero coverage for the sub-claim. The assessment does not establish a complete supported answer for every requested part.

Synthesize

Synthesizing a grounded answer from 1 source(s)…

Evidence

No citation passed the evidence gate — the $0.020000 citation pool stays unspent; settled access tolls still stand.

Synthesize

Drafted answer citing 0 source(s)

Verdict

Confidence: Low — no citation passed the evidence gate.

Done

Done. Spent $0.003 across 1 confirmed/simulated payment(s) to creators.

§ IIIThe settlementweighted · USDC on Arc

Payouts to cited creators appear here.

§ IIThe reading0 cited

Lowconfidence— no citation passed the evidence gatedeep researchpreview plan 1/1 claimsportfolio 1/1 · evidence 0%

The provided sources do not contain any information about IBM's SOTA Granite Time Series PatchTST-FM-r2 model. All sources discuss OpenAI's GPT-6 Astra model, which is unrelated to the query. Therefore, I cannot answer what the phrase reveals about LLMs based on these sources.

Evidence ledger — quotes verified before rewards

What does the phrase "IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with..." reveal about llm?
0%
No reward-qualifying evidence

Helpful?

Spent$0.003

To creators100%

Decisions0 bought · 1 cached · 20 skipped

llm:mimo:mimo-v2.5 + llm:deepseek:deepseek-v4-flash on 2 steps

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.

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