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💥 Exciting news! Deep Learning Weekly is thrilled to welcome its new lead sponsor: @Cometml.
The team at Comet will keep sharing the weekly updates you're used to, as well as lend their decades of expertise into the mix.
Read more about the transition: bit.ly/2ZPWfWq
🤖 From this week's issue: A red-teaming blog post about refining attacks inserted into real agent transcripts until monitors miss them, producing 35 evasions from 252 runs, six of which transferred. redwoodresearch.org/blog/scr…
🤖 From this week's issue: A data analysis about Z.ai’s GLM-5.3 topping the open-weight Cyber ECI at a score the closed-weight frontier reached roughly six to seven months earlier. epoch.ai/data-insights/open-…
🤖 From this week's issue: A research blog post about GRAFT, which confines learning updates from detected reward hacks to parameters deleted after training, preventing even hacks monitors cannot detect. alignment.anthropic.com/2026…
🤖 From this week's issue: A practical blog post about turning failures into eval cases, scoring them with code checks and LLM judges, and tracking cost and quality across a 61-case suite for every prompt or model change in Opik. decodingai.com/p/rag-evals-c…
🤖 From this week's issue: A technical blog post about moving KV transfer coordination off the critical path, cutting time-to-first-token roughly 3x and improving time-per-output-token up to 30%. aws.amazon.com/blogs/machine…
🤖 From this week's issue: Google ships a Kubernetes-native distributed inference stack built with Red Hat and IBM by more than 500 contributors across 25 organizations, demoed on 1,000 sandboxed agents. cloud.google.com/blog/topics…
🤖 From this week's issue: OpenAI folds Orchestra Bio’s clinical-trial monitoring agents into its Rosalind life-sciences unit on undisclosed terms, targeting the 10-to-15-year drug approval timeline. siliconangle.com/2026/10/20/…
🤖 From this week's issue: Black Forest Labs opens a 5.6-billion-parameter image model that gains 91 Elo in text-to-image over FLUX.2 [klein] 9B with 38% fewer parameters.
bfl.ai/blog/flux-3-image-kle…
🤖 From this week's issue: DeepSeek open-sources the inference framework running one cluster at 155 trillion tokens a day, which it says earns $38 per GPU per hour at off-peak pricing. siliconangle.com/2026/10/20/…
🤖 From this week's issue: DeepSeek-V4.1-Flash-1017 resolves 77% of DeepSWE v1.1 tasks against 74.2% for the September version, and ships with a Search API returning up to 50 ranked results.
siliconangle.com/2026/10/18/…
🤖 From this week's issue: Reflection AI publishes the weights of Beam, a roughly 500-billion-parameter model trained over two months on several thousand GPUs with practically zero cluster downtime.
siliconangle.com/2026/10/16/…
🤖 From this week's issue: Meta releases Muse Spark Open, an 816-billion-parameter mixture-of-experts model with 42 billion active parameters and a 1M-token context, scoring 39 on the Artificial Analysis Intelligence Index.
venturebeat.com/technology/m…
🤖 From this week's issue: Meta publishes Muse Glimmer 30B, an Apache 2.0 agentic model quantized to roughly 4-bit for single-GPU inference, trained on over a hundred languages.
ai.meta.com/research/publica…
🤖 Issue #478 is now live! Muse Glimmer 30B, a paper on Good Judgment, Bad Advice: Decision-Model Controllers Raise Agent Cost Without Improving Success, and many more!
open.substack.com/pub/deeple…
🤖 From this week's issue: Turn any AI agent into an AI Scientist. github.com/K-Dense-AI/scient…
🤖 From this week's issue: A webinar write-up about harness engineering from first principles, distilling an eight-article, six-video open-source course on building a coding agent into 90 minutes.
decodingai.com/p/learning-ha…
🤖 From this week's issue: A methodologically careful report about grading six frontier models on real tasks drawn from Epoch’s own work, finding them reliable on well-defined tasks and failing on the open-ended parts. epoch.ai/publications/can-ai…
🤖 From this week's issue: A transparency report about four categories of Claude overstepping prompting Anthropic to cut all internal evals off the live internet. anthropic.com/research/inves…
🤖 From this week's issue: An unusually candid engineering article about replacing git with an in-house system in five months with seven people, after merges grew from 2,500 to over 30,000 per day. anthropic.com/engineering/re…
🤖 From this week's issue: A guide about letting browser agents pay for x402-protected resources while AgentCore checks budgets and signs transactions without exposing wallet credentials to the agent runtime.
aws.amazon.com/blogs/machine…
