Why Claude Gets Dumber the More You Use It

From the creator

⚡️ Use AI to take back 10+ hrs/week and scale without hiring more. Start your 7‑day free trial of The AI Playbook here:https://www.skool.com/ai-playbook/about Some days Claude is awesome. Other days, it makes stuff up, gives you confident-sounding answers that are completely wrong, or just gets dumber the longer you talk to it. This isn't random. Anthropic recently published research where they basically built a microscope for Claude and looked at what’s actually happening inside Claude when it gets things wrong. The results were kind of surprising. So in this video I’m going to show you the five mechanical reasons Claude gets dumb, straight from Anthropic’s own research, and then give you five rules, with the exact prompts, to prevent most of it. Articles Mentioned: - How Anthropic’s Claude Thinks: https://blog.bytebytego.com/p/how-anthropics-claude-thinks - Tracing the thoughts of a large language model: https://www.anthropic.com/research/tracing-thoughts-language-model - On the Biology of a Large Language Model: https://transformer-circuits.pub/2025/attribution-graphs/biology.html My Tools 💻 (these are affiliate links, thank you in advance) - Voice to Text: https://ref.wisprflow.ai/richard-mulready - Get free credits for Lindy AI: https://try.lindy.ai/gqdjrs9sa3ie TIMESTAMPS: 00:00-1:26: The Mystery of the “Dumber” Claude 1:26-2:27: Anthropic’s “Microscope” for AI 2:27-3:25: Reason #1: Overriding the “I Don’t Know” Circuit 3:25-5:13: Reason #2: Why Step-by-Step Reasoning is a “Performance” 5:13-6:16: Reason #3: The Trap of Working Backwards 6:16-7:49: Reason #4: Fighting Internal Momentum 7:49-10:27: Reason #5: The Danger of Context Window Degradation 10:27-11:33: Rule #1: Give Claude Permission to Say “I Don’t Know” 11:33-13:55: Rule #2: The Ultimate Independent Cross-Check 13:55-14:54: Rule #3: Force “Critique Mode” Over Confirmation 14:54-15:24: Rule #4: Break and Redirect for Better Quality 15:24-16:10: Rule #5: Master Your Context Window & Model Matching

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Makers residency 4th edition

Your idea can be anything. At our last workshops, people built plant-based nutrition businesses, a way to measure planetary resilience, crochet headwear and a way to connect lonely people living in the same building. An asset manager went on to raise an additional £25M on their fund within nine months. The fourth workshop is a full day at KOKO with Nick Sarafa, learning to build with Claude Code. Bring the thing you keep meaning to start. We’ll bring the pizza.

◆ Fri 13 Nov 2026 ◆ KOKO, London
Makers residency 4th edition
Live event
Makers residency 4th edition
Fri 13 Nov 2026

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