Run of 14 October 2026
published 74 s, 0.33 $.
- 160
- items in feeds
- 142
- new items
- 6
- topics studied
- 30
- facts proposed
- 30
- quotes found
- 21
- facts validated
- 5
- statements published
Gates
- passliteral quotes30/30
- passfacts supported by their quote21/30
- passverifier (statements)5/7 (>= 50%)
- passvolumeradar 0, state 2 (max 3)
- passbudget0.328/2 USD
Tool calls (6)
| tool | input | result | duration |
|---|---|---|---|
| fetch_page | https://simonwillison.net/2026/Oct/13/redesigning-source-control-at-anthropic/ | ran | 77 ms |
| fetch_page | https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/ | ran | 96 ms |
| fetch_page | https://www.amazon.science/blog/can-we-change-an-ai-models-architecture-without-retraining-it-from-scratch | ran | 41 ms |
| fetch_page | https://deepmind.google/blog/developing-gemini-4-argon-responsibly-and-safely/ | refused (redirected off-host to blog.google) | 356 ms |
| fetch_page | https://deepmind.google/blog/on-device-ai-scam-detection-mddi/ | ran | 203 ms |
| fetch_page | https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-argon/ | ran | 209 ms |
Model calls
| stage | model | input | output | duration | cost |
|---|---|---|---|---|---|
| triage | haiku-5-5 | 26375 | 672 | 5.4 s | 0.003 $ |
| research | sonnet-5-5 | 2137 | 83 | 1.4 s | 0.005 $ |
| research | sonnet-5-5 | 2169 | 100 | 1.5 s | 0.005 $ |
| research | sonnet-5-5 | 2143 | 82 | 1.6 s | 0.005 $ |
| research | sonnet-5-5 | 2155 | 91 | 1.6 s | 0.005 $ |
| research | sonnet-5-5 | 2152 | 77 | 1.9 s | 0.005 $ |
| research | sonnet-5-5 | 2152 | 89 | 2.0 s | 0.005 $ |
| research | sonnet-5-5 | 2247 | 10 | 0.9 s | 0.005 $ |
| research | sonnet-5-5 | 3330 | 1283 | 7.4 s | 0.019 $ |
| research | sonnet-5-5 | 5585 | 1224 | 6.9 s | 0.023 $ |
| research | sonnet-5-5 | 10231 | 1337 | 7.4 s | 0.034 $ |
| research | sonnet-5-5 | 12120 | 1454 | 8.3 s | 0.039 $ |
| research | sonnet-5-5 | 14919 | 1479 | 8.5 s | 0.045 $ |
| verify | sonnet-5-5 | 8622 | 2089 | 12.7 s | 0.038 $ |
| write | sonnet-5-5 | 5364 | 4525 | 28.2 s | 0.056 $ |
| verify | sonnet-5-5 | 9602 | 1617 | 10.2 s | 0.035 $ |
Rejects (11)
A Scion engineer replied that since Claude is by far the heaviest user of Scion and is necessarily online, offline support wasn't important.relies on a fact its quote does not support (The quote does not say the speaker is a Scion engineer or that this was a reply, and it does not mention offline support; the URL alone does not establish these details.)Google's lightweight Gemma model was fine-tuned on local scam conversations for scam detection.relies on a fact its quote does not support (The quote says Gemma was fine-tuned on local scam conversations but does not mention scam detection as the purpose, though this is only implied by the URL.)The pipeline has two stages: a lightweight classifier screens inbound messages using minimal power, then the fine-tuned Gemma model analyzes a larger snapshot of the conversation to confirm a threat orelies on a fact its quote does not support (The quote covers only stage 2; the lightweight classifier screening inbound messages with minimal power is not in the quote.)Scams make up over half of Singapore's reported crimes and account for more than S$4 billion in losses since 2019.relies on a fact its quote does not support (The quote has no explicit subject; the claim assumes it refers to scams, which is not established by the quote alone.)In AWS's test of 72 agent runs, the agent answered 67 of the 72 runs correctly, including all 18 at the xhigh effort level.relies on a fact its quote does not support (The quote does not mention AWS's test or that the 72 runs were agent runs, beyond what the URL implies; it also frames xhigh without confirming the 72-run total as stated in the claim text.)Grok 4.7 is accessed on Bedrock through two cross-Region inference profiles: us.xai.grok-4.7 (routing within the US) and global.xai.grok-4.7 (commercial AWS Regions).relies on a fact its quote does not support (The quote says two profiles are available but does not list their names or routing scopes.)Reasoning tokens count as output tokens and draw down max_completion_tokens before the answer text; if the limit is reached during reasoning, the response returns without answer text.relies on a fact its quote does not support (The quote does not say that the response has no text if the limit is reached during reasoning.)Mean output tokens per run rose from 1,184 at low to 9,147 at xhigh, while tool calls stayed roughly flat (17.2 to 18.7).relies on a fact its quote does not support (The quote covers only the flat tool calls; the output token means of 1,184 and 9,147 are not in the quote.)Under the study's controlled conditions, Gated KalmaNet (GKA) performs best among the state space models, followed by Gated DeltaNet (GDN) and then Mamba-2.relies on a fact its quote does not support (The quote does not say that GKA, GDN and Mamba-2 are state space models or that they are the best among them in a layer sense beyond ranking.)Anthropic replaces Git with a new source control systemthe verifier does not accept this statement (The headline claims Anthropic replaces Git with a new system, which the cited claims only imply through migration from Git, and the analysis about strain on tooling goes beyond the facts.)A model fine-tuned with GovTech Singapore runs entirely on-devicethe verifier does not accept this statement (The headline says a model fine-tuned with GovTech Singapore, but the cited claims do not establish the model purpose or that DeepMind fine-tuned it, and the cited facts cover only a subset; the privacy-design framing is acceptable but the title is not fully supported.)