⚒️ Can LMs (especially reasoning models) effectively self-refine their responses when prompted to do so? In our new challenging benchmark, RefineBench, we revisit this question and show that the answer is still "no"-but there is a nuance! 🤗 huggingface.co/papers/2511.2…
PROMPT ENGINEERING
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Context Engineering Clearly Explained with Visuals
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Context engineering, clearly explained (with visuals) #AI @mvollmer1 @enilev @anijov @CatherineAdenle @FmFrancoise @AkwyZ @avrohomg @jblefevre60 @BetaMoroney @gvalan #MachineLearning @CurieuxExplorer @BIScorecard @Nicochan33 @Kevin_ODonovan @Hana_ElSayyed @sallyeaves
→ View original post on X — @marcusborba, 2025-12-01 02:59 UTC
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Gemini vs ChatGPT vs Claude: Heptagon Physics Demo
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Gemini 3 Pro (left) vs ChatGPT 5.1 thinking vs Claude Opus 4.5 (right)
— God of Prompt (@godofprompt) 30 novembre 2025
Prompt:
Multi-ball heptagon physics
Write html, css, and javascript to display 20 balls bouncing inside a spinning heptagon. each ball should have a unique color, a number label, gravity, and collision… pic.twitter.com/YvZ7jC8Mc1Gemini 3 Pro (left) vs ChatGPT 5.1 thinking vs Claude Opus 4.5 (right) Prompt:
Multi-ball heptagon physics
Write html, css, and javascript to display 20 balls bouncing inside a spinning heptagon. each ball should have a unique color, a number label, gravity, and collision -
Master Midjourney Prompt Formula Guide
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Master the Midjourney Prompt Formula
Enhances your AI-generated visuals
• Use specific commands
• Apply unique styles
• Adjust parameters Click below to read more: https://
godofprompt.ai/blog/midjourne
y-prompt-formula-a-quick-guide
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AI Analyzes Writing Style Differences Between Book Chapters
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For instance, studying why the writing in one chapter feels different/off to another one. The answer gave detailed notes on how the style had changed, with examples.
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25 Killer AI Tools Across the Technology Stack
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25 killer AI tools across the stack Bots: ChatGPT, Claude, Bard/Gemini, Bing AI Video: Runway, HeyGen, Veed, Pictory Images: Midjourney, DALL-E 3, Leonardo, Firefly Slides: Tome, http://
Slides.ai, Decktopus, http://
Beautiful.ai Productivity: Taskade, -
Top AI Papers of the Week: Latest Research Highlights
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Top AI Papers of the Week (Nov 24 – 30): – LatentMAS
– INTELLECT-3
– OmniScientist
– Lightweight End-to-End OCR
– Evolution Strategies at Hyperscale
– Training LLMs with Reasoning Traces
– Cognitive Foundations for Reasoning in LLMs Read on for more: -
Memory in AI Agents: The Evolution Beyond RAG
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RAG was never the end goal.
— Akshay 🚀 (@akshay_pachaar) 30 novembre 2025
Memory in AI agents is where everything is heading. Let me break down this evolution in the simplest way possible.
RAG (2020-2023):
– Retrieve info once, generate response
– No decision-making, just fetch and answer
– Problem: Often retrieves… pic.twitter.com/EN8cfP6qflRAG was never the end goal. Memory in AI agents is where everything is heading. Let me break down this evolution in the simplest way possible. RAG (2020-2023): – Retrieve info once, generate response
– No decision-making, just fetch and answer
– Problem: Often retrieves -
Anthropic Releases Free Prompt Engineering Masterclass
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Anthropic dropped the best free masterclass on prompt engineering
→ View original post on X — @marcusborba, 2025-11-30 11:10 UTC