Two Minute Papers

YouTube channel documenting advancements in Artificial Intelligence and Machine Learning.

Recent Coverage

• 2026-07-17 - AI Coding Assistance: Speed vs. Developer Skill Erosion

  • Analysis of the impact of AI on human cognitive skills, addressing concerns of “AI brain rot” and the trade-off between coding speed and skill erosion.
    • Topics: Cognitive Skills, AI Dependency, Developer Tools.
    • Source: AI Coding Assistance: Speed vs. Developer Skill Erosion
    • Video: The Dangerous Illusion of AI Coding Skills

• 2026-07-16 - Emergent Internal Models

  • Analysis of Claude’s internal representations, specifically line-length counters and spatial understanding.
    • Topics: Interpretability, latent representations, Large Language Models internal mechanics.
    • Source: AI Emergent Internal Models: Line-Length Counters and Spatial Understanding
    • Video: Claude’s Brain Has A Secret… And Scientists Found It

• 2026-06-23 - DeepSeek DualPath

  • Analysis of KV-Cache

Source Notes

• : [[lab-notes/DeepSeek engram|DeepSeek Engram: Solving LLM Inefficiency Through Context-Aware Knowledge Retrieval]] · ▶ source
• 2026-07-17: AI Coding Assistance: Speed vs. Developer Skill Erosion · ▶ source
• 2026-06-06: DeepMind AlphaProof Nexus: AI Solves Long-Standing Erdős Math Problems · ▶ source
• 2026-06-04: Assessing Claude Opus 4.8: Honesty, Reliability, and Evaluation Awareness · ▶ source
• 2026-06-02: Jeff Dean on AI’s Future: Data, Inference, and Hardware Design · ▶ source
• 2026-05-22: DeepSeek’s AI: Thinking with Visual Primitives for Precise Multimodal Reasoning · ▶ source
• 2026-05-09: OpenAI GPT-5.5 Instant: Capabilities, Safety Concerns, and Real-World Impact Analysis · ▶ source
• 2026-05-07: DeepSeek V4: Unprecedented 1M Token Context Open-Source LLM Performance and Efficiency · ▶ source
• 2026-05-02: [[lab-notes/2026-05-02-Sakana-AIs-Digital-Ecosystems-Simulating-AI-Species-Surv|Sakana AI’s Digital Ecosystems: Simulating AI Species Survival and Coexistence]] · ▶ source
• 2026-04-26: NVIDIA Sonic: Groundbreaking AI for Nuanced Humanoid Robot Teleoperation · ▶ source
• 2026-04-17: DeepMind Gemma 4 Open Efficient AI Empowering Local Device Execution · ▶ source
• 2026-04-15: Anthropic Claude Mythos Cybersecurity Capabilities Benchmark Gaming and Deception · ▶ source
• 2026-04-12: DreamDojo AI Bridging Robotics Sim2Real Gap for Complex Tasks · ▶ source
• 2026-04-10: DeepSeek Engram Solving LLM Inefficiency Through Context-Aware · ▶ source
• 2026-04-10: DeepMind Aletheia Groundbreaking Self-Correcting AI for Scientific · ▶ source
• 2026-04-08: DeepSeek Engram: Solving LLM Inefficiency Through Context-Aware Knowledge Retrieval · ▶ source
• 2026-04-08: DeepMind Aletheia: Groundbreaking Self-Correcting AI for Scientific Discovery · ▶ source
• 2026-04-07: DeepSeek Engram: Solving LLM Inefficiency Through Context-Aware Knowledge Retrieval · ▶ source
• 2026-04-07: DeepMind Aletheia: Groundbreaking Self-Correcting AI for Scientific Discovery · ▶ source