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Top Highlights: Google's Gemini now surpasses ChatGPT in downloads with Chrome integration. OpenAI partners with Jony Ive for hardware launching 2026-2027. SWE-Bench Pro reveals coding agents struggle with enterprise tasks. Medical AI tools show bias against women and minorities. Nigeria debuts N-ATLAS, a multilingual LLM for local languages. 


New Tools: Yupp offers AI model comparison hub. Agent² automates RL agent design. Coral v1 unifies multi-agent workflows. Paper2Agent transforms academic papers into interactive assistants. Turso reimagines SQLite in Rust. Sora and Gemini Nano Banana democratize 3D/video creation. 


LLM Updates: Top models score low-20% on SWE-Bench Pro. DSPy GEPA significantly improves Gemma 3N accuracy. Grok-4-mini sets LisanBench records while Grok 4 Fast improves processing speed. GPT-5 Codex prioritizes executable code. Model-merging "soups" show architecture-level gains. Gemini 2.5 improves personalization. 


Research: Stanford's PSI debuts self-improving world model. LAION releases open research pipeline. SpikingBrain reports 97.7% energy reduction. Agent-as-a-judge matches human evaluators. AI healthcare tools show bias issues. Deep learning improves weather forecasts. 


Industry/Policy: Google Gemini surpasses ChatGPT. OpenAI developing hardware with Jony Ive. OpenAI plans therapist network via ChatGPT. xAI builds Colossus 2 supercomputer. Nigeria launches N-ATLAS. Safety lapses trigger increased scrutiny. 


Tutorials: PyTorch DataLoader optimizations. Claude Code specialization techniques. Understanding AI nondeterminism. New AI learning tracks available. 


Showcases: MoonDream 3 solves challenge through smart prompting. Devin profiled as "prosthetic intelligence". 


Discussions: Data quality becoming the intelligence bottleneck. Teams rethinking meetings as agents work faster. Safety research shows mixed findings on AI "scheming". Guardian models gain traction. Reasoning speed vs. depth trade-offs explored. Community notes elevate DeepSeek's influence. 


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