Untapped Way to Learn a Codebase: Build a Visualizer https://
bit.ly/4bbhd39
#AI #MachineLearning #DeepLearning #LLMs #DataScience
GENERATIVE AI
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Building Visualizers: An Untapped Way to Learn Codebases
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Cursor AI coding startup seeks $50 billion valuation funding
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👀 scoop w/ @RebeccaTorrenc5 and @nmasc_ 👀 Cursor, a leading artificial intelligence startup for coding, is in talks with investors for a funding round that would value the startup at about $50 billion bloomberg.com/news/articles/…
→ View original post on X — @rachelmetz, 2026-03-12 00:24 UTC
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Cursor seeks funding at $50 billion valuation
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🍨🍨🍨 Natasha Mascarenhas (@nmasc_) Scoop on the terminal w/ @rachelmetz + @RebeccaTorrenc5: Cursor having discussions with investors for funding at $50 billion valuation — https://nitter.net/nmasc_/status/2031887227559821319#m
→ View original post on X — @rachelmetz, 2026-03-12 00:17 UTC
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Open Source Strategy for Diffusing Model Capabilities
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Good! Models capabilities are always going to diffuse, so better to build them open source as part of architecture.
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On-Policy Self-Distillation Improves Reasoning LLM Efficiency
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“On-Policy Self-Distillation for Reasoning Compression” This paper shows that the new bottleneck for reasoning LLMs isn’t “too little reasoning”, it’s that more reasoning tokens often increase mistakes. So they fixed it without RL length penalties or external verifiers, but all
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Replit Credits for Agent 4 Creations: Quote, Build, Share
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Builders 👀
— Replit ⠕ (@Replit) 11 mars 2026
To celebrate Agent 4, we’re giving $100 in Replit credits to the first 100 people who:
– Quote Amjad's post below
– Share a link or video of what you built with Agent 4
– Use #ReplitAgent4
Show us what you’re building ↓ https://t.co/uqHWDP3SMTBuilders To celebrate Agent 4, we’re giving $100 in Replit credits to the first 100 people who: – Quote Amjad's post below
– Share a link or video of what you built with Agent 4
– Use #ReplitAgent4 Show us what you’re building ↓ -

OpenRouter Adds Two Stealth Models
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OpenRouter now has 2 new stealth models, Hunter Alpha with a 1M context window for agentic use, and Healer Alpha, an omni-modal model.
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Classical hyperparameter tuning outperforms AI coding agent
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I wrote something about the recent hype about automatic AI research. tdlr: at least this time, a classical hyperparameter tuning beat the fancy AI coding agent Ravid Shwartz Ziv (@ziv_ravid) x.com/i/article/203175290702… — https://nitter.net/ziv_ravid/status/2031790304123326532#m
→ View original post on X — @hugo_larochelle, 2026-03-11 21:57 UTC
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Mistral AI Present at NVIDIA’s GTC26 Conference
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#MistralAI #GTC26 #NVIDIAGTC #AI [Translated from EN to English]
→ View original post on X — @mistralai, 2026-03-11 21:04 UTC
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Mistral AI to Showcase Frontier Models at NVIDIA GTC San Jose
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Mistral AI is headed to San Jose for @NVIDIA GTC! 🚀 We’re demoing our newest frontier models, sharing our vision for the future of enterprise AI, and unveiling some big news you won't want to miss. 📍 Visit us to see the latest innovations in action. 🗓️ Check out our sessions and book a meeting: link in 🧵
→ View original post on X — @mistralai, 2026-03-11 21:03 UTC