Engineering
EvoUndo: Recoverability-Constrained Self-Evolution for LLM Agent Harnesses
EvoUndo is a framework for evaluating whether self-modifying LLM agents can safely reverse their own runtime changes across different system…
Engineering
StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments
StarHarness is a framework that optimizes the executable environment surrounding a fixed language model by evolving prompts, tool interfaces, skills,…
Engineering
DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents
DART-SD addresses limitations in training multi-turn tool-calling agents by modeling task execution as an Interaction-State Transition Graph that captures the…
Engineering
LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering
LoopArena is a benchmark that evaluates how effectively one AI model can direct a separate coding agent through extended, multi-round…
Engineering
VLANeXt: A Simple and Research-Oriented Codebase for Robotics Research
VLANeXt is a research-oriented codebase that systematically explores design choices for vision-language-action models across more than 500 experiments spanning foundational…
Opinions
Bill Gates Says We’ve Passed AI’s Danger Thresholds. Now What?
In an interview with MIT Technology Review, Bill Gates says artificial intelligence has already crossed critical safety thresholds in areas…
News
SK Hynix Announces $29 Billion Share Buyback Amid Stock Slide
SK Hynix announced a share buyback program worth nearly $29 billion after its stock fell more than 50% over five…
News
Nvidia Discloses $21 Billion Stake in SpaceX
Nvidia disclosed in a regulatory filing that it holds approximately $21 billion worth of SpaceX shares, making it one of…
News
Nvidia Reportedly Nears $13 Billion Deal to Acquire Hugging Face
Nvidia has reportedly agreed to acquire Hugging Face, the widely used open-source AI model hosting platform, in a deal valued…
News
OpenAI to Retire DALL-E GPT From ChatGPT on August 30
OpenAI is retiring the standalone DALL-E GPT from ChatGPT on August 30, 2026, urging users to download any images they…
News
Samsung Plans $72 Billion Shareholder Return Program on AI Memory Boom
Samsung Electronics is preparing a shareholder return program worth roughly $72 billion, driven by surging demand for AI infrastructure and…
Opinions
Mozilla CTO: Open Source AI Is the Path to Real Sovereignty
Mozilla Chief Technology Officer Raffi Krikorian argues that India and other nations should invest in open-source AI infrastructure rather than…