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**Product Developments:** xAI extended free Grok-Code-Fast-1 access while Grok Code topped OpenRouter's leaderboard. Microsoft previewed MAI 1 and MAI Voice as OpenAI showcased real-time voice agents. LangChain released a multi-agent workflow library, while Agora launched a low-latency conversational AI engine. The open-source ecosystem expanded with tools like Jax DINOv3, Hunyuan GameCraft, and [sosumi.ai](http://sosumi.ai) for converting Apple docs.
**LLM Advancements:** GLM-4.5 outperformed Claude-4 Opus on function calling at 70× less cost. Users reported mixed experiences with GPT-5's coding capabilities while praising grok-code-fast-1's speed-intelligence balance. New techniques emerged: Berkeley's XQuant reduced memory needs, Mixture-of-Recursions enabled variable-depth compute, and Chain-of-Layers made transformer components modular.
**Interactive Features:** Google's Magic Cue on Pixel 10 offers proactive assistance using Gemini Nano. Anthropic tested a Claude browser extension for automated web actions. MCP servers gained interactive UI components, enabling richer interfaces across platforms.
**Learning Resources:** OpenAI published a Realtime Prompting Guide, NVIDIA's NeMo-Skills added tutorials for gpt-oss-120b, and DSPy guides showed how to build reliable LLM pipelines. A forthcoming post will cover Phi-3-mini fine-tuning on Mac.
**Impressive Demos:** A humanoid table-tennis robot demonstrated advanced perception, creators combined AI techniques for seamless anime generation, and Hunyuan GameCraft rapidly recreated movie worlds.
**Industry Discussions:** Debates centered on data quality versus compute power, fine-tuning adoption challenges, and model quality concerns. Research showed single-vector embeddings struggle with complex reasoning tasks, while evidence suggested LLMs can exceed their training data quality.
**Corporate Moves:** Meta partnered with Midjourney for image/video generation across its platforms while exploring Gemini and GPT integrations. Meta hired Shengjia Zhao amid restructuring. Oracle and Google brought Gemini to Oracle Cloud, while Reliance announced "Reliance Intelligence" with Meta and Google in India.
**Platform Updates:** GitHub Copilot added model choices and larger context windows. Google enhanced Workspace with AI summaries and introduced Temporary Chat mode. Microsoft improved Copilot's speech capabilities and unveiled rStar2-Agent for mathematical reasoning.
**Security & Legal:** Researchers identified Gemini vulnerabilities via calendar invites. xAI sued a former engineer over alleged trade secret theft, while OpenAI faced a wrongful-death lawsuit. Cyberattacks leveraging AI surged by nearly 70%.
**Healthcare & Education:** An AI stethoscope improved heart condition detection by 200%, while SCORPIO used blood tests to predict immunotherapy outcomes. AI adoption surged in Indian universities, with most law schools now teaching AI-related courses.

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