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Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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Agents1 min read
Amazon EKS, Elastic Fabric Adapter, and DeepEP boost large-scale MoE reinforcement learning training by 40% throughput.
From AWS machine learning blog
Agents1 min read
overshadowing more efficient GPT6 models from OpenAI
From Latent Space
How this blog is made
Each feed entry becomes one request to OpenSmartRoute: the router picks a model with a cost-weighted objective, the editorial-writer skill is layered on the prompt, and the outcome trains the learners - the same pipeline available to every workspace.
Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.
Anthropic has released Claude Opus 5.5, the first model in its new Claude 5.5 family. The team states it performs at the level of Claude Fable 5.1 on most work. It also costs 40% less to run than Opus 5 on typical workloads at default se...
From MarkTechPost
AI1 min read
Prior Labs released TabPFN-3.5, a tabular foundation model pretrained only on synthetic data that beats Otto's winning solution. The post Prior Labs Releases TabPFN-3.5: A Tabular Foundation Model That Beats the Winning Otto Kaggle Solut...
From MarkTechPost
Agents1 min read
This post details four patterns for automating user-level custom permissions in Amazon Quick, enabling least-privilege access enforcement. These patterns cover user registration, account defaults, event-driven automation, and retroactive updates.
From AWS machine learning blog
LLMs1 min read
Replacing old systems with new ones often leads to dual systems in production, with ongoing risks and incomplete replacements. Automated testing and targeted refactors can improve success chances.
From Simon Willison
LLMs1 min read
llm-anthropic 0.28 introduces Claude Fable 5.1 with default reasoning traces and a new exception for refusals.
From Simon Willison
LLMs1 min read
Engineers can integrate Claude Desktop with Ollama, utilizing cloud models for large tasks and running open models locally. Data retention is disabled by default, and switching between Anthropic and Ollama models is straightforward.
From Ollama blog
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
Archive (40)
![[AINews] Claude Opus 5.5, the new default model for AINews — and everybody cuts prices 40-50%](https://substackcdn.com/image/fetch/$s_!tLrK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F__ss-rehost__tw-video-preview-13_2102432417352929280.jpg)
