Same recipe as it has been: better algorithms and model architectures, continued focus on inference performance optimizations, improved hardware for inference, more efficient data center operations, etc. These things compound together pretty well, generally.
SOFTWARE
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Algorithms on Trees and Graphs with Python Code Tutorial
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#Algorithms on Trees and Graphs (with #Python Code): http://
amzn.to/3IrmKWs ——————
#AI #MachineLearning #BigData #DataScience #RDF #LinkedData #GraphDB #GraphAnalytics #Semantics #KnowledgeGraphs #RAG #LLMs #DataStructures #DataScientist #Coding -
Mistral Medium 3.1 Tops English Leaderboard Rankings
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Mistral Medium 3.1 just landed on @lmarena_ai leaderboard—punching way above its weight! #1 in English (no Style Control) 2nd overall (no Style Control) Top 3 in Coding & Long Queries 8th overall Small model. Big impact. Try it now on Le Chat and the API!
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Runway ML Launches Game World Creation Platform
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We’re excited to see what you create. Build and explore your own Game Worlds at http://
play.runwayml.com (8/8) -
User: GPT5 with high reasoning surpasses Claude Code
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Damn, I never thought I'd say this, but I think OpenAI's Codex with GPT5 on high reasoning is starting to be better than Claude Code.
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Mistral Codestral 25.08: Full Coding Suite for Enterprises
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Mistral just dropped Codestral 25.08 — here’s my take 👇
— Louis-François Bouchard 🎥🤖 (@Whats_AI) 22 août 2025
• Coding support in 80+ languages, 256K context
• Comes with Devstral (agents), Codestral Embed (search), and Mistral Code (LLM) → full coding suite
• Local-friendly + privacy-safe, good for enterprises
• May lag… pic.twitter.com/kFyGJKVFzkMistral just dropped Codestral 25.08 — here’s my take • Coding support in 80+ languages, 256K context • Comes with Devstral (agents), Codestral Embed (search), and Mistral Code (LLM) → full coding suite • Local-friendly + privacy-safe, good for enterprises • May lag
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Magic Canvas: AI’s Smarter Context Through Integrated Data, Rules, Assets, and Knowledge
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1. Visual context at the core Magic Canvas isn’t a drawing board. It’s a fully integrated environment where: • Data
• Rules
• Assets
• Knowledge all feed the AI. Smarter context = smarter apps. -
Magic Canvas by Trickle HQ: Sketch, Drop Assets, Describe for Instant Apps
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Introducing Magic Canvas by @Trickle_HQ
— God of Prompt (@godofprompt) 22 août 2025
An agentic canvas where you:
– Sketch ideas
– Drop assets
– Describe in text
AI instantly turns them into a live, deployable app.
Try it now: https://t.co/xBnXgMLbGD pic.twitter.com/kOCeLyCEYgIntroducing Magic Canvas by @Trickle_HQ An agentic canvas where you: – Sketch ideas
– Drop assets
– Describe in text AI instantly turns them into a live, deployable app. Try it now: https://
trickle.so -
First agentic canvas with AI coding, live preview, and deployment
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This is wild. The first agentic canvas just dropped. It combines AI coding, live preview, and deployment in one screen. It’s like watching your app build itself. Here's how to use it: