Open source is a wedge — and China will press it. Fast, cheap models at ~1/10th cost change the game. Use what ships, wherever it comes from. Next, small models on the edge: token prices down >90%; edge spend heading toward $378B by 2028; SLM market from ~$930M → $5.45B by
LLMS
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The Agent Stack: A New Architectural Standard for AI
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The agent stack (the new default): Reflection → the model critiques and fixes its own output Tool Use → APIs, code, search, databases; the model leverages the whole digital world Planning → break a goal into steps; execute and adapt Multi-Agent → specialists (researcher,
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The Shift from Giant Models to Agentic AI Systems
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99% of teams will spend the next 12 months chasing bigger models. The 1% wiring agentic systems will take your users, your margins, and your roadmap. Andrew Ng’s point is blunt: the “giant models” era is fading. The future is Agentic AI — small, specialized models that plan, use
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RoPE Encoding: Technical Discussion on Language Models
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these models don’t use RoPE but you’re probably directionally correct
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GPT-5 Output Quality Comparison and Visual Results
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It's pretty good – the one I got out of regular GPT-5 is slightly cleaner but a bit more funny-looking
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Qwen3-VL 235B Vision-LLM Monster Released Today
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Plus notes on the 5 (!) new things Qwen released today, the most exciting of which is the first in their Qwen3-VL vision-LLM series, a 235B 471 GB Apache 2 licensed monster!
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OpenAI GPT-5-Codex API Now Available with Tool Support
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My notes on OpenAI's gpt-5-codex model, now available via their API – I upgraded my llm-openai-plugin to handle it and had GPT-5-Codex itself implement tool support for that plugin
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Running DeepSeek Locally: VRAM Requirements and Privacy
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is there any site like this to download VRAM? i wanna run DeepSeek locally (for privacy reasons – don't wanna give my data to china)
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Design to Code with GPT-5-Codex and Agent
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Build your ideas with Cursor and @Figma.
— Cursor (@cursor_ai) 23 septembre 2025
Watch @leerob go from design to code with GPT-5-Codex and Agent. pic.twitter.com/VBAjpsthwVBuild your ideas with Cursor and @Figma
. Watch @leerob go from design to code with GPT-5-Codex and Agent.