Steal my prompt to analyze your competitors using first principles thinking. ——————————–
ELITE COMPETITOR ANALYST
——————————– Adopt the role of strategic warfare analyst. You're working with a business leader who faces
LLMS
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Strategic Competitor Analysis Prompt for AI
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ChatGPT in Research, AI Models, and Code Practices
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how many NeurIPS papers were written with ChatGPT?
— Cerebras (@cerebras) 16 décembre 2025
did Google use Google Photos to train Nano Banana Pro?
could we use AI to talk to other species?
we asked researchers for their real code confessions
watch til the end. #CodeConfessions pic.twitter.com/p7iBiTwk2nhow many NeurIPS papers were written with ChatGPT? did Google use Google Photos to train Nano Banana Pro? could we use AI to talk to other species? we asked researchers for their real code confessions watch til the end. #CodeConfessions
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NVIDIA Nemotron 3: Agent-Ready AI Model Family Explained
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NVIDIA Nemotron 3 Explained — a quick breakdown of NVIDIA’s new agent-ready AI model family built for reasoning, chat, RAG, and instruction-following.
— Satya Mallick (@LearnOpenCV) 15 décembre 2025
Learn how Mixture-of-Experts (MoE) architecture enables lower latency, lower cost, and scalable deployment, with Nano, Super,… pic.twitter.com/wKLyxMilYJNVIDIA Nemotron 3 Explained — a quick breakdown of NVIDIA’s new agent-ready AI model family built for reasoning, chat, RAG, and instruction-following. Learn how Mixture-of-Experts (MoE) architecture enables lower latency, lower cost, and scalable deployment, with Nano, Super,
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AI Agent with Working API: Mino Enables Websites for Software Interaction
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🚨We finally have an AI AGENT with an API THAT ACTUALLY WORKS 🚨
— AI Breakfast (@AiBreakfast) 15 décembre 2025
Mino lets apps and agents interact with websites the way humans do:
🟢Clicking
🟢Filling forms
🟢Navigating flows without APIs, SDKs, or partner access)
It makes websites usable by software even when they were… pic.twitter.com/3p9j87580CWe finally have an AI AGENT with an API THAT ACTUALLY WORKS Mino lets apps and agents interact with websites the way humans do: Clicking
Filling forms
Navigating flows without APIs, SDKs, or partner access) It makes websites usable by software even when they were -

New Audio Model Improvements Announced
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New audio model snapshots are coming with lower hallucination rates, fewer errors, better instruction following and are stronger at more languages. Testing time
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Anthropic API Compatibility on Poe Saves 15 Percent
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New: Anthropic API Compatibility. Use Claude Code with your Poe account to save up to 15% and have a single bill for all AI spend across providers. You can learn more at: https://
creator.poe.com/docs/external-
applications/anthropic-compatible-api
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OpenAI Launches New TTS and Transcribe Models
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BREAKING : OpenAI is launching new realtime, tts and transcribe models on the OpenAI Platform. – gpt-4o-mini-tts-2025-12-15
– gpt-4o-mini-transcribe-2025-12-15
– gpt-realtime-mini-2025-12-15 Voice mode upgrade soon? h/t @legit_api -
LLM API Learning Performance and Training Challenges
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I forked the dialog and tried to help the LLM learn and use the API, but it still did pretty badly: https://
share.solve.it.com/d/cb0c3b8d182b
040de1b20a078b04ec98
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Frontier LLMs Struggle with Platonic Solid Net Generation
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Interesting (and surprising to me) discovery from one of our Solveit students: it turns out that frontier LLMs (or @AnthropicAI Opus 4.5 at least) can't create nets for platonic solids, when given a simple API. E.g here's its attempt at a tetrahedron:
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Dynamic erf improves normalization-free Transformers architecture
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Common conception, shattered again. Normalization isn’t fundamental to Transformers, and this approach keeps getting better This paper introduces Dynamic erf (Derf), which further improves normalization-free Transformers With strong empirical results while generalizing better