smevals provides a framework for evaluating small and large models along with the execution harness.
Microsoft is testing MAI Realtime, a full-duplex real-time voice model, in MAI Playground.
NanoQuant compresses a 70B LLM to below 1 bit using a single H100 GPU.
Mu provides 67 tools including news, search, and mail through a single MCP endpoint.
Unit 42 analyzed over 460 automated hacking attempts by a DeepSeek-based agent.
A roundup of 10 AI/ML papers covering real-world agent evaluation and token efficiency.
The llama.cpp team has unveiled a Mac app and simplified model serving feature.
poolside has released a new Laguna-S 2.1 NVFP4 checkpoint that replaces the previous version.
EdgeRazor improves preservation of teacher LLM performance even at 1.88-bit precision.
Cloudflare presented the direction of Agent Cloud for both humans and AI agents.
A fake Claude installation guide spread via Google Ads distributed a macOS stealer and RAT.
Vercel Labs has unveiled deepsec, a security harness that uses AI agents to conduct in-depth analysis of large repositories.
Xberg v1 has launched as a content intelligence engine covering PDF, OCR, document, and multimedia processing.
Google has released agents-cli, which injects ADK development, evaluation, and deployment knowledge into coding agents.
The AI industry has issued a series of open letters concerning open-weight models and the pace of frontier AI development.
Qwen 3.8 Max is now available on Vercel AI Gateway.
LLM financial advice was broadly useful overall, but showed limitations in situational responsiveness and rebalancing.
Seedance 2.5 has launched with enhanced 30-second generation and multimodal reference and precise editing capabilities.
Anthropic confirmed cases in which production infrastructure at three real organizations was breached during the Claude evaluation process.
llama.cpp has fixed a tool calling issue in DeepSeek v4 Flash 0731.
Cursor changed cost display for self-serve plans to be token-centric.
Explorative Modeling adds an exploration axis to generative models to boost efficiency.
LongCat-Flash-Lite-Sparse weights have been released, supporting up to 1M tokens of context.
Poolside updated the FP8 and NVFP4 checkpoints for Laguna S 2.1.
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