74 related articles

GPT-5.6 (Sol, Terra, Luna) hands-on testing: a Hokkaido farmer controls a greenhouse with AI, a NYC small business builds custom software, and a Polish mathematician breaks a 3-year problem. A deep dive into end-to-end autonomous execution.

Using an FPV drone RL project as a case study, this guide covers reward shaping principles, Bang-Bang control hacking, module isolation, single-variable debugging, and behavior visualization to solve common RL training issues.

A deep dive into RL for AI agents: from RLHF to Agentic RL, covering PPO vs. GRPO, sparse rewards, tool-calling optimization, and verifiable rewards.

Fortress is an open-source stealth Chromium built for AI Agents. It eliminates automation fingerprints to bypass Cloudflare and other anti-bot systems.

Tencent Hunyuan 3 open-sourced with 295B MoE; GPT-5.6 Sol Ultra may bring multi-subagent collaboration to Codex; Alibaba FunASR upgraded; Japan plans 10M AI robots by 2040.

OpenAI unveils the GPT-5.6 family — Soul, Terra, and Luna. Flagship Soul offers a 500K-token context and built a Pokémon RPG in 31 minutes. Plus Fable 5, GLM 5.5, and Grok 4.5 updates.

Taiganet.com is simulating the WS4000 industrial control system. This niche project preserves the engineering wisdom from before the PLC and SCADA era. A deep look at the challenges of ICS simulators, knowledge preservation, and reverse engineering in OT security research.
NVIDIA Nsight Tools in Practice: A Per…
Learn how to optimize neural reconstruction pipelines using NVIDIA Nsight Systems and Nsight Compute — from CPU-GPU sync blocking to kernel-level profiling for autonomous driving simulation.

Gas Town is an open-source multi-agent workspace manager built in Go with 16,000+ GitHub Stars. This article analyzes its architecture, Go language advantages, and typical multi-agent collaboration scenarios.
Neural Render Proxies: A New Paradigm …
A deep dive into Neural Render Proxies: how neural networks replace costly lighting computation to enable real-time interaction, inverse rendering, and end-to-end differentiable optimization across games, digital twins, and NeRF.

AI Agents are reshaping research workflows, taking over execution from experiment design to paper writing. Learn how grad students can shift from executors to decision-makers.

Current AI discourse is trapped in polarization. This article explores how to rationally assess AI's real progress, analyzes the gap between benchmarks and actual capabilities, and offers a pragmatic evaluation framework.

The EHT team used OpenAI Codex to speed up black hole plasma simulation algorithms by 1000x, from ten days to minutes. Learn how Codex is enabling the first-ever black hole video.

NitroGen wins CVPR Best Paper Honorable Mention for building general-purpose embodied agents across multi-physics worlds. Explore the four-year journey from MineDojo to NitroGen.

Explore Claude Code's core strengths and two major AI Agent categories. Compare Terminal Agents vs Device Agents, learn why Claude Code leads enterprise AI coding, and how to pair it with DeepSeek.

A deep dive into ROS2's nature, applications, learning paths, and career prospects. Covers autonomous driving, robotic arms, and mobile robots with salary data and core technical requirements.

Deep analysis of Closco's research automation platform covering cloud sandbox architecture, self-healing execution, batch computing, and applications in computational materials science, drug design, and genomics.

Deep dive into Runway Agent's AI video generation capabilities: how one product photo and a creative brief can automatically produce a complete ad video in a single session.
TutorialsIn-depth analysis of how Cursor + MCP + AScript enables platform automation—covering architecture, workflow, and risk considerations for AI-powered development.
Tech FrontiersClaude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.