Nvidia Signals $150B Spend in Taiwan
Speaking at a launch event for Nvidia’s upcoming Taiwan headquarters, CEO Jensen Huang deemed the country the “epicenter” of the AI revolution
MarktechPost·
NVIDIA researchers have introduced Polar, a rollout framework that trains language agents using reinforcement learning without modifying their agent harnesses. Polar places a model API proxy between the harness and the inference server, capturing token-level interactions and reconstructing trainer-ready trajectories. Using GRPO on a Qwen3.5-4B base model, Polar improves SWE-Bench Verified pass@1 by 22.6 points under the Codex harness, 4.8 points under Claude Code, and 6.2 points under Pi. The framework is registered as a NeMo Gym environment and released under the ProRL Agent Server repository. The post NVIDIA Releases Polar, a Token-Faithful Rollout Framework for GRPO Training Across Codex, Claude Code, and Qwen Code appeared first on MarkTechPost.
Read full articleSpeaking at a launch event for Nvidia’s upcoming Taiwan headquarters, CEO Jensen Huang deemed the country the “epicenter” of the AI revolution
Taiwan's crackdown on chip smuggling highlights the challenges of enforcing export controls and may prompt stricter international trade scrutiny. The post Taiwan investigates alleged smuggling of Nvidia chips to China via Japan appeared first on Crypto Briefing.
I don’t even know what a software engineer is supposed to be doing anymore. Do we code? Do we architect systems? AI agents have changed everything, and I don’t even know what to think. I don’t write much code anymore. In my day job, I ask Claude to do most of the analysis, planning, and coding. My side projects are 100% written by Claude Code, and in some of these, I literally haven’t even reviewed the code because I trust Claude and because gStack reviews the code for me. So I can still call myself a software developer, but I don’t think I can call myself a programmer anymore. But even in my role as a “software developer,” what I am doing is radically different. Writing code is a completely different animal from directing AI to write code. While I review the code that I write, that is not the same as reviewing the code that an agent writes for me. Having an agent write code is like having another developer write your code for you and then reviewing it. It’s a totally different exper
Taiwan's crackdown on chip smuggling highlights vulnerabilities in global supply chains, prompting stricter oversight and regulatory scrutiny. The post Taiwan investigates Nvidia chip smuggling to China via Japan in first public crackdown appeared first on Crypto Briefing.
Nvidia's massive investment in Taiwan underscores the escalating geopolitical and economic stakes in the global AI and semiconductor sectors. The post Nvidia plans $150B annual investment in Taiwan for AI revolution appeared first on Crypto Briefing.
IrisGo, a desktop AI agent that observes and automates user workflows without repeat instructions, has raised a $2.8 million seed round led by Andrew Ng’s AI Fund, with backing from Nvidia and Google. The company was co-founded by Jeffrey Lai, a former Apple engineer who helped build the Chinese-language version of Siri. The platform watches […]
See how OpenAI, Thrive, and Crete built a self-improving tax agent with Codex, automating filings, improving accuracy, and accelerating workflows.
Bitmine and Galaxy Digital may also be eligible for the Russell 1000, an index tracking the largest 1,000 US companies that includes Nvidia, Microsoft and Apple.