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Feb 6 · 20 min read · TL;DR Claude Opus 4.6 is not a point release — it is Anthropic's declaration of war on enterprise SaaS, shipping 1M context (beta), Agent Teams, Adaptive Thinking, and the lowest over-refusal rate in Claude history, all at the same $5/$25 per MTok p...
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Jan 28 · 16 min read · TL;DR Same engine, different controls: Claude Code's WebSearch and Brave Search MCP share the identical Brave Search backend—confirmed through BraveSearchParams discovery [TechCrunch] and 86.7% result correlation [TryProfound] The parameter gap: Bui...
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Jan 3 · 11 min read · Introduction Building a truly uncensored local LLM environment represents a breakthrough in information democracy. By combining Ollama's streamlined runtime with Gökdeniz Gülmez's JOSIEFIED-Qwen3:8b model—which uses both abliteration and fine-tuning...
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Jan 3 · 18 min read · TL;DR NotebookLM uses "source grounding" philosophy—it only references documents you upload, dramatically reducing AI hallucinations Gemini 3 powers the platform as of December 2025, with 90.4% on GPQA Diamond and 81.2% on MMMU Pro Audio/Video Overv...
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Dec 27, 2025 · 27 min read · TL;DR Gemini Gems combine system prompts + Knowledge Base (10 files × 100MB)—the killer feature is real-time sync with Google Docs/Sheets December 2025 breakthrough: Attach NotebookLM notebooks (300 sources) directly to Gems' Knowledge Base, and use...
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