🧩 Mental Models

Frameworks for Thinking, Decision Making, Cognitive Shortcuts, Problem Solving

SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
paperium.net·38m·
Discuss: DEV
🔧DSPy
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Plan for Learning, Not Certainty
timcheadle.com·5h·
Discuss: Hacker News
🔁System Thinking
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Understanding Learning Through Behaviourism, Cognitivism, and Constructivism
teachers.institute·1h·
Discuss: Hacker News
🏗️Constructivism
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Leadership Co-Processing with LLMs
theengineeringmanager.com·16h·
Discuss: Hacker News
💬Prompt Engineering
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AI Brain Freeze? Pruning the Path to Lightning-Fast Decisions by Arvind Sundararajan
dev.to·13h·
Discuss: DEV
🧱Chunking
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Emergent introspective awareness in large language models
transformer-circuits.pub·15h·
Discuss: Hacker News
❓Elaborative Interrogation
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Unbound In-Character Reasoning Model - Apollo-V0.1-4B-Thinking
huggingface.co·1h·
Discuss: r/LocalLLaMA
💬Prompt Engineering
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Thought Engineering
pranavc28.github.io·16h·
Discuss: Hacker News
🔍RAG
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The Validation Machines
theatlantic.com·1d
⚖AI Ethics & Alignment
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Introducing SWE-1.5: Our Fast Agent Model
simonwillison.net·1d
💬Prompt Engineering
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We are building AI slaves. Alignment through control will fail
utopai.substack.com·22h·
Discuss: Substack
⚖AI Ethics & Alignment
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From Lossy to Lossless Reasoning
manidoraisamy.com·2h·
Discuss: Hacker News
🔧DSPy
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The 3-Step System to Learn Any Framework Fast
dev.to·11h·
Discuss: DEV
🔧Code Refactoring Patterns
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Making Mathematical Reasoning Adaptive
paperium.net·14h·
Discuss: DEV
🔧DSPy
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The Human Advantage
dev.to·8h·
Discuss: DEV
💬AI Code Assistants
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Deep Reinforcement Learning Book
deepreinforcementlearningbook.org·1d·
Discuss: Hacker News
🔢Embeddings
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AI and reverse Dunning-Kruger effect
sciencedirect.com·2d·
Discuss: Hacker News
🧠Cognitive Load Theory
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GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
paperium.net·3h·
Discuss: DEV
🤖spec-driven ai-assisted development
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Building Intelligent AI Agents with Modular Reinforcement Learning
dev.to·18h·
Discuss: DEV
📐Spec-Driven Development
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Demystifying Reinforcement Learning in Agentic Reasoning
paperium.net·13h·
Discuss: DEV
🔄Autonomous Agents
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