Anthropic released Claude Science, a multi-agent AI workbench for reproducible genomics, proteomics, and cheminformatics pipelines. The beta app runs on existing Claude models and integrates over 60 c…
Anthropic launched Claude Science, a beta app designed as a research partner for rigorous scientific work, enabling researchers to run analyses, search databases, and trace every step from data wrangl…
Anthropic launched Claude Science, an AI workbench for scientists, integrating tools like PubMed, Jupyter, and R into a single environment. The platform generates reproducible scientific artifacts, ma…
Atlarix, an agent workstation for open-weight models, resolved 42 out of 89 tasks on Terminal-Bench 2.0 compared to opencode's 39 out of 89, using the same model and identical infrastructure. The 3-ta…
A developer built an MCP server that connects Modal's serverless AI infrastructure to AI agents, allowing them to manage deployments, stop runaway jobs, and audit resources via natural language comman…
Langfuse launched code evaluators allowing users to run untrusted Python or TypeScript code in its multi-tenant SaaS environment. The company chose AWS Lambda for its runtime due to security, scalabil…
Modal introduced Servers, a new ultra-low-latency HTTP serving solution for serverless applications, built on Pingora, Envoy, and Spanner. The system minimizes overhead by avoiding control-plane looku…
A developer investigating low prompt processing throughput with Multi-Token Prediction (MTP) in llama.cpp created a proof-of-concept that recovers the overhead by processing only the output row of the…
Orkestr has launched custom sandbox templates for AI agents that preinstall tools like ripgrep and ffmpeg, eliminating the need for repeated installations at runtime. The templates are built once via …
Modal and Z Lab released DFlash, a speculative decoding model for Qwen 3.5 397B-A17B, achieving over 4.3x throughput versus baseline and 1.5x versus MTP on HumanEval at concurrency 1. The model uses a…
Microsoft, Hugging Face, Meta's PyTorch team, NVIDIA, and others launched OpenEnv, an open protocol for agent learning environments that standardizes how agents practice and improve. The protocol aims…
Hexo Labs released SIA (Self Improving AI), the first open-source framework that co-evolves both an agent's scaffold and its model weights in a single iterative loop. On the LawBench task, SIA achieve…
Anthropic launched self-hosted sandboxes in public beta and MCP tunnels in research preview for Claude managed agents, enabling regulated industries to execute tools and access private services within…
Anthropic CEO Dario Amodei said reinforcement learning shows the same log-linear scaling as pre-training, but RL system efficiency is critical to afford enough training. Experiments on open models sho…
A developer built Perri Comic Generator, a lightweight single-panel comic creator that combines an LLM (Meta-Llama-3-8B-Instruct) with a diffusion model (SDXL-Turbo) to generate comics from story seed…
Jian Chen, Yesheng Liang, and Zhijian Liu integrated Z Lab's DFlash block diffusion speculative decoding method into SGLang, collaborating with Modal and LMSYS. The team reports up to 4.31x higher thr…
A developer built a multi-agent AI system called 'The Price Is Right' that autonomously scans the internet for bargains, estimates product value using three pricing techniques, and sends notifications…
Omnigent launched an open-source platform that provides a unified layer over AI coding agents like Claude Code, Codex, and Pi, enabling users to swap or combine harnesses, enforce policies and sandbox…
SkyPilot released Sandboxes, a bring-your-own-cloud code execution layer that runs untrusted agent code on a user's existing Kubernetes infrastructure instead of a hosted third-party vendor. The tool …
A blog post titled "Failure numbers every programmer should know" provides reliability napkin math for hardware, cloud services, and software defects. The post is part of a collection that also covers…