The cycle-six report ended with the tracker's tension at its sharpest: the biggest write in its history, and the grade column still unmoved. The 2026-11-02 sweep — the seventh dated run, one week after cycle 6 — has now bent the curve in the other direction for the first time. Cycle 7 produced the check funnel's first positive evidence in seven cycles: two pricing-fetch checks returned corroboration-grade results, with SHA-256 hashes of the fetched pages recorded as evidence. The grade census still reads 0 verified — corroboration is below the verification bar — but after 52 attempted checks across six cycles with nothing to show, a check that agreed with a claim is a different event from a check that found nothing to compare against.
Key facts
- Seven of seven dated runs completed. All 17 provider records carry
last_checked: 2026-11-02(site commit0b847e0, "19 changes appended"). The weekly cadence has now held four consecutive runs — 10-05, 10-12, 10-26, 11-02 — with the digest chain still showing no 10-19 file. - 19 entries appended to 13 providers. Cumulative history: 17 → 29 → 39 → 54 → 62 → 85 → 104 entries across the seven dated runs. Chutes took 2 (catalog expansion, SayGM distribution); NEAR AI, Oasis, OpenServ, Phala and Warden took 2 each; eight providers took 1.
- 33 candidates surfaced across 18 projects — the widest project spread yet. Cycle 6 reached 16 projects; cycle 7 surfaced items from 18, including first-timer candidates from Lium, Gensyn and Super Protocol that have no tracker record file and stay in the human queue.
- 37 checks logged, 17 attempted — and 2 corroborated. The attempt rate (46%) is the highest of any cycle; the funnel went 6 → 10 → 16 → 8 → 12 → 17 attempted. Positive evidence: pricing-fetch checks against chutes.ai/pricing (125,827 bytes fetched) and venice.ai/pricing (584,380 bytes), each hashed.
- The grade census is unchanged: 62 claimed, 2 corroborated (both Chutes API documentation, dated 2026-08-24), 130 not-yet-checked, 0 verified across 17 providers.
What cycle 7 actually logged
The claims table, read from the export's history entries (every row is the provider or its community speaking about itself, which is why every row enters at claimed):
| Provider | Entries | What was claimed (from the history log) |
|---|---|---|
| Chutes | 2 | Catalog expansion — non-TEE models alongside the confidential TEE set (DeepSeek V4 Pro, Qwen3.8 Max, GLM-5.3, Kimi-K2.7-Code and more); distribution via SayGM's "secure hardware where no one can read your prompts. Not even us." |
| NEAR AI | 2 | DeepSeek 4.1 Flash and Qwen3.8 27B "abliterated", "no application, no identity checks", from $0.04/M input; prompts in Intel TDX / NVIDIA confidential-computing enclaves — "Can't, not won't" |
| Oasis | 2 | Challenge Hub raffles via secure enclaves (5,801 participants); confidential-compliance tech — prove funds are clean without exposing financial history |
| OpenServ | 2 | SERV v3 live for the first builder cohort with Graph Sharding; AI-of-the-week item claiming 244% new-user growth in month one |
| Phala | 2 | Confidential GPU compute with Foundry, an OpenAI-compatible API with USDF payments; GPU-enclave prompts with per-response attestations |
| Warden | 2 | WARD migration complete — omnichain on Base, BNB Chain, Robinhood Chain; "hundreds of millions of agentic trades" feeding WARD |
| Akash | 1 | $AKT burn-on-compute claim: paying for compute has burned AKT since March 23, 2026 |
| Darkbloom | 1 | The Register report: falling Mac-miner earnings, falling token prices, datacenter competition |
| io.net | 1 | ~20 billion tokens a day served through OpenRouter |
| Nesa | 1 | Encryption-at-inference positioning — "the provider never holds the readable version" |
| SolAI | 1 | SOLAI/USDT listing on AlgorEx |
| SolRouter | 1 | Patch notes: Vault removed from the iOS app after App Store review flagged it |
| Targon | 1 | 1,772 TAO repurchased-and-burned ( |
Five of the nineteen entries are scale or pricing claims, five are privacy-mechanism claims; the rest are launches, status, and governance items. All nineteen carry their X source URL in the record. The Price Index ran the same week and logged seven moving rows with no shared direction — the claim flow and the catalog are moving at different rhythms.
The chart: seven cycles of the same funnel
| Cycle | Window | Surfaced | Candidates | Collapsed | Appended | Checks logged | Checks attempted | Positive evidence | Promoted |
|---|---|---|---|---|---|---|---|---|---|
| 1 (2026-09-14) | 1 week | 19 | 13 | — | 12 | 17 | 6 | 0 | 0 |
| 2 (2026-09-21) | 1 week | 19 | 19 | 4 | 10 | 24 | 10 | 0 | 0 |
| 3 (2026-10-05) | 2 weeks | 38 | 38 | 16 | 15 | 45 | 16 | 0 | 0 |
| 4 (2026-10-12) | 1 week | 16 | 16 | 1 | 8 | 20 | 8 | 0 | 0 |
| 6 (2026-10-26) | 2 weeks | 31 | 31 | 3 | 23 | 33 | 12 | 0 | 0 |
| 7 (2026-11-02) | 1 week | 33 | 33 | 8 | 19 | 37 | 17 | 2 | 0 |
One week of claim flow, and two firsts. The candidate count (33) nearly matched cycle 6's two-week intake from a single week's window — the news cycle is accelerating — but the collapse rule bit harder: 8 same-day repeats collapsed against cycle 6's 3, so the write landed at 19 entries, the tracker's second-largest after cycle 6's 23. And the check column moved where it matters: 17 attempted checks is the funnel's high-water mark, and the two pricing fetches are the first checks in tracker history to return a positive result rather than an absence.
The first positive evidence — and why it isn't verification
Both corroborations are pricing-fetch checks: the harness fetched the provider's own published pricing page, hashed the response, and the fetched page agreed with the claim in the window. Chutes' claim (third-party observed) says the subnet ended discounted plan pricing — that Plus ($10/mo, up to $50 of usage) and Pro ($20/mo, up to $100) once sold AI use below cost, and that all use now pays the full per-token rate. Venice's claim lists published rates for Gemini 4 Argon ($2.50/$12.50 per million tokens, 1.0M context, anonymized). Neither page is an independent surface — it is the provider restating its own pricing in a machine-fetchable place — so both results are graded corroborated and queued for the human gate, one step below verified.
The distinction is doing real work here. Corroborated means: a second observation exists, it was recorded with reproducible evidence (a SHA-256 of exactly what was fetched), and it did not contradict the claim. Verified would mean the observation came from outside the provider's own perimeter — an answered endpoint probe, a validatable TEE attestation, an on-chain record. Cycle 7's three direct probes of Chutes' endpoint (llm.chutes.ai/v1) all came back HTTP 429 — rate-limited, recorded as transient and not probeable, explicitly not a contradiction. The probes were attempted; the endpoint didn't answer on sweep day. That's the distance between 2 corroborated and 0 verified, and it's the honest reading of the funnel.
The gates that never write
One Morpheus item surfaced this cycle — a third-party post celebrating "60B+ tokens processed across the network" — and it was classified favorable-by-subject and routed to the backer-neutrality gate, which never writes it into the history: the fifth interception in the cycles that surfaced a favorable Morpheus item, with zero writes. The harness still ran what it could against the claim — an OpenRouter pull (not listed; no cross-check surface) and an on-chain query (chain adapter pending) — and both results are logged in the run's resolved file with sources. Morpheus is graded on the identical five-grade rubric as every other provider, with no benefit of the doubt in either direction. No incidents surfaced this cycle; Venice, Dolphin and Fleek produced no updates at all.
What has to happen before the zero column moves
The unblock list is structural and unchanged. Eleven on-chain queries again died on the chain adapter that has been pending since cycle 1 — the single largest blocked bucket in six of seven cycles. Seven API probes found no public endpoint configured; most providers in the tracker simply do not publish an api_base the harness can point at. Eight OpenRouter pulls confirmed the claimed provider is not listed there — the same no-cross-check-surface outcome as cycles 3, 4 and 6. And the two pricing fetches that did succeed point at the next build: a machine-readable pricing source to compare fetched pages against, so a price claim can be checked rather than merely echoed.
What the seven-cycle series now shows is a funnel learning to look. Attempted checks have more than doubled (6 → 17), the method mix has diversified from probes and OpenRouter lookups to attestation checks and pricing fetches, and the first positive evidence is on the record with its hash. What has not changed is the promotion column — 104 dated, source-backed entries, 69 checks attempted in total, zero promotions, each zero carrying its named reason. Until a check observes something the provider does not control — an attestation that validates, an endpoint that answers, a chain that confirms — the correct tracker state is exactly what the export shows: everything claimed, nothing verified, and now, finally, a funnel that sometimes agrees.
Questions
- What did the tracker's seventh sweep cycle find?
- The 2026-11-02 weekly sweep surfaced 33 candidates across 18 projects and appended 19 dated history entries to 13 of the 17 tracked providers, growing cumulative history from 85 to 104 entries. Thirty-seven checks were logged and 17 attempted a real observation — and for the first time in seven cycles, two checks produced positive evidence: pricing-page fetches for Chutes and Venice, corroborated with SHA-256 hashes of the fetched pages.
- Did any provider's verification grade move to verified this cycle?
- No. The export generated 2026-11-05 still shows 0 verified across 17 providers; the two corroborations are held at the field level and at the human gate. Corroborated means a second, independent surface agreed (the provider's own published pricing page), which is below the bar for verified — that still requires a reproducible check such as a validated attestation or an answered endpoint probe.
- How many checks did the harness attempt in cycle 7?
- Of 37 logged check results, 17 attempted an observation: three direct probes of Chutes' endpoint (all answered HTTP 429, a transient rate limit recorded as not probeable, not a contradiction), two pricing fetches (both corroborated), four attestation checks (no validatable attestation published), and eight OpenRouter lookups with no cross-check surface. Twenty checks were blocked: 11 on-chain queries on the unbuilt chain adapter, 7 API probes with no public endpoint configured, 2 OpenRouter pulls on the same gap.
- Why did 33 candidates produce 19 history entries?
- The apply step collapses repeated same-day posts from the same project into one entry per category, keeping the most detailed text. Cycle 7 collapsed 8 same-day repeats (cycle 6 collapsed 3), and five surfaced items belonged to projects with no tracker record file — Lium, Gensyn, Super Protocol — which stay in the human queue rather than the history. Chutes took the largest single-project write at 2 entries.
- Does a pricing-page corroboration change how a provider claim is graded?
- Not by itself. The two corroborated pricing claims — Chutes ending discounted subscription-use pricing, and Venice's published Gemini 4 Argon rates — remain grade claimed at the claim level pending the human gate, because the check compared a claim against the provider's own published page, a single-source surface. Verification requires an independent, reproducible observation, which is why the tracker's verified count stays at zero.
Sources
About DeAI
DeAI is an independent publication covering open-weight AI models, private inference, and decentralized infrastructure — the tools for running AI you actually control. We test providers on price, privacy, and refusal behavior and publish the numbers, not the vibes. DeAI is powered by Morpheus (mor.org), a decentralized inference marketplace, and covers it on the same terms as every other provider.
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