HOLY SHIT… Google just proved that reasoning models aren't thinking, they're arguing. > DeepSeek-R1 spontaneously generates internal multi-agent debates inside its own chain of thought. Nobody trained it to do this. Reinforcement learning for accuracy produced it
@godofprompt
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AI Coding Benchmarks Measure Wrong Metrics
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BREAKING: Wisconsin and MIT just proved that every AI coding benchmark is measuring the wrong thing. > Pass rate stays high. The code becomes unmaintainable. They tested 11 models including Claude Opus 4.6 and GPT 5.4 on iterative tasks. Zero models solved a single problem
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AI Rewrites Its Own Research Algorithm
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Holy shit… Two independent researchers just built an AI that rewrites its own research algorithm mid-run. > Every autoresearch system ever built was improved by a human who read the code and rewrote it. Karpathy. AutoResearchClaw. EvoScientist. All of them. > They replaced
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3-Phase Analysis Method
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1/ Run the full prompt in ChatGPT, Claude, or Grok. 2/ Answer the 4 discovery questions in Phase 1. 3/ Type "continue" after each phase to go deeper. Works for startup strategy, organizational culture issues, market positioning, supply chain breakdowns, product-market fit, and team challenges.
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Claude’s Secret Leverage Point Deconstructor Mode
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BREAKING: Claude has a secret mode called "Donella Meadows Leverage Point Deconstructor." It maps any complex problem as interconnected feedback loops, finds the single point where a tiny change produces massive results, and rebuilds your entire strategy from the structure
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8 AI Tools for Clear Data Visualization
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8 Data Visualization AI Tools That Make Complex Information Actionable They turn complex data into clear insights • Select the right tool • Visualize your data • Enhance decision-making Click below to read more: https://
godofprompt.ai/blog/8-data-vi
sualization-ai-tools-that-make-complex-information-actionable
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Mega Prompt to Deconstruct Problems First Principles
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Steal this mega prompt to turn Claude into your personal First Principles Deconstructor: Just describe your problem, business challenge, product decision, career crossroads, or any situation where you feel stuck. Watch it strip away every inherited assumption and rebuild
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Claude’s Secret Aristotle Mode Revealed
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BREAKING: Claude has a secret mode called "Aristotle First Principles Deconstructor." It strips any complex problem down to its fundamental truths, eliminates every assumption you didn't know you were making, and rebuilds the solution from zero. Aristotle invented this
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Meta bottleneck breakthrough in AI architecture
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R.I.P. fixed meta-levels. Meta just proved the bottleneck in every self-improving AI system wasn't capability. It was architecture. > The thing that generates improvements was always the one thing that couldn't be improved. DGM-Hyperagents changed that. Now the improvement
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AI Memory Flaw Found in Penn State Study
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BREAKING: Pennsylvania State University just found the hidden flaw killing every AI agent memory system. > Memory built from one model's traces gets contaminated with that model's biases, shortcuts, and reasoning quirks. Transfer it to any other model and performance falls