Blog
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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LLMs1 min read
A multi-resolution framework is proposed for interpreting human activity traces in workplace agents, capturing different temporal scales for better understanding and prediction.
From arXiv cs.CL
LLMs1 min read
A distributional theory explains how large language models incorporate external evidence, revealing that model responses are influenced by prior beliefs and evidence characteristics across multiple domains.
From arXiv cs.CL
Research1 min read
MaxKernel introduces a multi-agent system for designing high-performance TPU kernels, leveraging LLMs and real-time compiler feedback. It includes human-in-the-loop, autonomous, and graph-based search paradigms.
From arXiv cs.AI
LLMs1 min read
The August newsletter includes details on OpenAI's cyberattacks, game integrations with Fable 5 and Sol 5.6, and updates on ChatGPT work models, offering insights for engineers managing models and agents.
From Simon Willison
Agents1 min read
Amazon Bedrock AgentCore enables AI-driven development with reference implementations like SQL-to-ER diagram generator and code security analyzer, demonstrating practical phases of AI-DLC.
From AWS machine learning blog
LLMs1 min read
NVIDIA announced the PAIR Virtual Inference Router, expanding available compute on local networks for AI agents working collaboratively. It enables a lead agent to delegate tasks to specialized subagents.
From NVIDIA technical blog
Agents1 min read
University Startups and g/d/n/a scaled Trinity, a conversational AI for students with disabilities, into a serverless multi-agent architecture on Amazon Bedrock for IDEA-aligned plans.
From AWS machine learning blog
Research1 min read
DeepMind has introduced Gemini 3.8 Flash and 3.8 Flash Cyber, new models with specific features for deployment and research. Details on sizes, capabilities, and licensing are provided.
From Google DeepMind blog
Research1 min read
DeepMind announced Gemini's new agentic video understanding capabilities, enabling models to interpret and act on video content more effectively.
From Google DeepMind blog
Agents1 min read
Atos upskilled 400 engineers in agentic AI via a three-day AWS-based event focused on building multi-agent systems, emphasizing practical learning for enterprise deployment.
From AWS machine learning blog
Models1 min read
ChatGPT Ads has achieved a $1 billion annualized revenue run rate and is expanding its global reach, supporting broader access to AI through free and affordable options.
From OpenAI news
Research1 min read
Gemini Omni 1.1 Flash introduces new capabilities for building with greater control, aimed at developers managing models and agents.
From Google DeepMind 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.
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.
