Nvidia's new ENPIRE framework allows AI coding agents to train robots on physical hardware, automating tasks like inserting graphics cards and cutting zip ties. The system achieved a 99% success rate on real-world tasks, outperforming human-in-the-loop methods and simulation-based approaches.
NVIDIA researchers developed ENPIRE, an AI harness enabling coding agents to autonomously train robots for tasks like cutting zip ties and inserting GPUs. The system achieved a 99% success rate, outperforming human-led methods in some scenarios, but also revealed limitations in resource utilization and token consumption.
Nvidia researchers, in collaboration with Carnegie Mellon and UC Berkeley, developed ENPIRE, a harness enabling AI agents to autonomously train robots. The system achieved a 99% success rate on tasks like cutting zip ties and inserting GPUs, outperforming human-led methods, but also revealed limitations in AI efficiency and resource utilization.
Microsoft researchers found a vulnerability in Anthropic's Claude Code GitHub Action that could expose credentials in software development pipelines via prompt injection attacks, now patched.
Tencent's Chief AI Scientist Yao Shunyu argues the AI race is in its early stages, with vast opportunities in coding agents, embodied intelligence, and multimodal AI, despite current setbacks.
Chinese AI startup MiniMax launched its M3 model, boasting reduced computational needs, faster speeds, and a 1 million token processing capacity. It reportedly outperforms rivals like GPT-5.5 and Gemini 3.1 Pro on coding benchmarks.
A Java developer added hidden instructions to his open-source testing app, jqwik, to sabotage projects using AI coding agents, sparking ethical concerns and legal questions.
Chinese AI lab DeepSeek is developing 'Code Harness,' an agentic coding tool to rival Anthropic's Claude Code and OpenAI's Codex. The move signifies DeepSeek's ambition to control the full AI development stack, leveraging its cost-effective V4 models.
Google announced at its I/O conference that its Android CLI is now stable and will offer tools for AI agents, including those from competitors like OpenAI, to accelerate Android app development.
Smart glasses maker Even Realities has launched Terminal Mode for its G2 glasses, allowing developers to monitor and interact with their AI coding agents in real-time, even when away from their desks.
Developer Andrew Vos has released 'Endless Toil,' a GitHub plugin that forces coding agents to emit human groans and wails based on the quality of the code they process. The project highlights a niche trend of developers creating software that produces uncomfortable audio.
Tencent unveiled Hy3 preview, an open-source 295-billion parameter Mixture-of-Experts AI model with only 21 billion active parameters. The model demonstrates dramatic improvements: SWE-bench coding benchmark jumped from 53.0% to 74.4%, Terminal-Bench rose to 54.4%, and BrowseComp reached 67.1%. Priced at $0.18/$0.59 per million input/output tokens, it outperforms Chinese competitors like GLM-5 and Kimi-K2.5 while using a fraction of the compute cost.
