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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Research1 min read
Research found that LLM-based agents consistently adopted incorrect tool returns, with overtrust exceeding 68% across web search and code execution. Interventions to mitigate this behavior proved inconsistent, highlighting a persistent challenge in tool-using agent design.
From arXiv cs.AI
LLMs1 min read
OpenAI’s ChatGPT Images 2.5 models now support multi-turn instruction following, faster response times, and better subject preservation in reference images. Two new model IDs, Sunburst and Flare, are available via the API.
From Simon Willison
Agents1 min read
Amazon SageMaker Feature Store now supports updating individual feature values directly. The new UpdateRecord API allows for efficient, single-call updates to both Standard and In-Memory online stores, optimizing feature management.
From AWS machine learning blog
Models1 min read
OpenAI is broadening its support for journalism by offering tools, training, and partnerships across educational and professional settings. This expansion aims to empower students, educators, journalists, and news organizations with AI-powered resources.
From OpenAI news
Models1 min read
1Password engineers are leveraging Codex to accelerate feature development and internal tool creation, achieving production readiness faster. This approach supports existing security protocols.
From OpenAI news
Models1 min read
An AI initiative was launched to help Ukrainian news organizations enhance innovation, resilience, and independent journalism efforts.
From OpenAI news
Models1 min read
OpenAI shares early data on how coding agents are impacting research velocity, task complexity, and agent usage within the organization.
From OpenAI news
LLMs1 min read
GPT-6 Astra demonstrates improved attention to detail, understanding, and output complexity, especially in 3D modeling tasks, compared to previous models.
From Simon Willison
LLMs1 min read
NVIDIA introduces CUDA Rust, offering two tracks for writing GPU kernels. This expansion aims to make GPU programming accessible to Rust developers.
From NVIDIA technical blog
LLMs1 min read
Alibaba released the model weights for Qwen3.8-Flash-Next, allowing developers to experiment with and evaluate this preview of the upcoming Qwen4 architecture.
From NVIDIA technical blog
LLMs1 min read
NVIDIA NemoClaw introduces a memory-driven approach for AI agents managing enterprise messages, decisions, and obligations, enhancing context reconstruction over time.
From NVIDIA technical blog
LLMs1 min read
A new approach enables user identity to be carried across federated Kubernetes and AI platforms, supporting workflows from central portals to dataset access and notebook launching.
From NVIDIA technical blog
Agents1 min read
Amazon Quick can now be integrated with Microsoft Outlook to automate email management, calendar scheduling, and workflows using chat agents, flows, and automation tools.
From AWS machine learning blog
LLMs1 min read
NVIDIA's blog discusses using speculative decoding to accelerate large language model inference while preserving accuracy, part of an AI model co-design series.
From NVIDIA technical 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
LLMs1 min read
NVIDIA's CUDA remains central to GPU-accelerated computing, supporting scientific simulations and AI training. This article provides a detailed optimization process for CUDA workflows.
From NVIDIA technical blog
Models1 min read
The ATV Big Air Tour used ChatGPT to automate marketing and merchandising tasks, turning hours of work into minutes, including creating an inventory website in 15 minutes.
From OpenAI news
Models1 min read
Google AI revealed Gemini 3.7 Flash and a student plan offering free access for one year, alongside visual updates including a Pixel phone and new branding elements.
From Google AI blog
LLMs1 min read
A new tool enables displaying GeoJSON files on maps and exporting them as PNGs, with data sourced from government boundaries using AI assistance.
From Simon Willison
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.
