Research Progress

50%
Score
32/100
Tasks Done
79
Sources
47
Iterations

Score: 50% (tasks: 32% [32/100, rework=0] | citations: 71% [255/359] | confidence: -0%)

Section Completion

Intellectual Contributions
8035 words · 59 citations · 35 min
6 2
Education and Teaching
3173 words · 28 citations · 14 min
5
Views on AI Future
5679 words · 24 citations · 25 min
7 2
Eureka Labs
3239 words · 15 citations · 15 min
2 4
Key Relationships
2890 words · 35 citations · 13 min
4 1

GitHub

All Tasks In Progress Completed Pull Requests

Changelog

Research Changelog

#2026-03-17 — #28: What was the nature of Karpathy's working relationship with Elon Musk?

#2026-03-17 — #27: How does Eureka Labs' 'AI native school' model work in practice?

#2026-03-17 — #24: What specific products or curricula has Eureka Labs shipped?

#2026-03-18 — #19: What has Karpathy said about AI safety and existential risk?

#2026-03-18 — #18: What are Karpathy's stated views on AGI timelines?

#2026-03-18 — #15: What is nanoGPT and why did it become a reference implementation?

#2026-03-18 — #13: What is the full curriculum and pedagogical design of cs231n?

#2026-03-18 — #8: What is the 'Software 2.0' thesis and its industry impact?

#2026-03-18 — #7: What was Karpathy's PhD thesis title and core contributions?

#2026-03-18 — #1: Research Karpathy's academic work at Stanford

#2026-03-18 — #4: Research Eureka Labs founding and mission

#2026-03-18 — #3: Research Karpathy's work at Tesla Autopilot

#2026-03-18 — #5: Synthesize Intellectual Contributions section

#2026-03-19 — #90: What is Justin Johnson's collaborative relationship with Karpathy across PhD, cs231n, and research?

#2026-03-19 — #82: Is nanochat formally part of the LLM101n curriculum or a separate personal project?

#2026-03-19 — #81: What does Karpathy's Dwarkesh Patel 2025 interview reveal about the AI teaching assistant design?

#2026-03-19 — #80: What is Eureka Labs' corporate and funding structure?

#2026-03-19 — #78: How does the 2015 'Visualizing and Understanding Recurrent Networks' paper connect to today's mechanistic interpretability research agenda?

#2026-03-19 — #74: What was Percy Liang's ongoing relationship with Karpathy after the PhD?

#2026-03-19 — #70: What is the verified influence of Software 2.0 on Andrew Ng's data-centric AI movement?

#2026-03-19 — #68: What is Karpathy's 'Software 3.0' thesis and when did he formally articulate it?

#2026-03-19 — #62: What is the formal relationship between nanochat and the LLM101n curriculum?

#2026-03-19 — #61: What is the Muon optimizer and what role did the nanoGPT speedrun play in its development?

#2026-03-19 — #58: What is Karpathy's professional relationship with Ilya Sutskever, and how did their views on AGI diverge?

#2026-03-19 — #57: How does Karpathy's 'decade to AGI' estimate inform the design and urgency of Eureka Labs?

#2026-03-20 — #73: What is the actual academic citation impact of the dissertation's key papers?

#2026-03-20 — #54: How did specific AI capability jumps (GPT-4, o1) shape Karpathy's safety views?

#2026-03-20 — #53: Has Karpathy proposed any technical solutions for the near-term risks he identified?

#2026-03-20 — #52: Has Karpathy engaged professionally with AI safety researchers or organizations?

#2026-03-20 — #50: What is Karpathy's Stanford PhD timeline and who was his academic advisor?

#2026-03-20 — #49: Has any LLM101n instructional content been published since the August 2024 repository archival?

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