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Resources

Curated research, tools, and references from the presentation

The Numbers

Key Statistics from the Presentation

6.0Months

Training Compute Doubling Time

AI capabilities are growing exponentially faster than Moore's Law

314Years

4 Major Innovations in 3 Years

The pace of AI advancement compressed centuries of progress

11Problems

Erdős Problems Solved by AI

Mathematical problems solved since Christmas, credited to AI

2024Nobel Prize

Chemistry: Protein Structure AI

Nobel Prize awarded for AI breakthroughs in protein folding

Featured Resources

Key references from the presentation

AI-Generated 'Workslop' Is Destroying Productivity

Featured

Harvard Business Review · Kate Niederhoffer, Gabriella Rosen Kellerman, Angela Lee, Alex Liebscher, Kristina Rapuano, Jeffrey T. Hancock (2025)

Research showing 41% of workers encounter AI-generated content lacking substance (workslop), costing nearly two hours of rework per instance.

Key insight: AI content without human oversight and genuine expertise creates more work, not less.

researchworkslopproductivityquality

Navigating the Jagged Technological Frontier

Featured

Harvard Business School · Fabrizio Dell'Acqua, et al. (2023)

Field experiment with BCG consultants showing AI increases productivity by 40% for tasks within its capabilities, but decreases quality for tasks outside its frontier.

Key insight: AI has a 'jagged frontier' - dramatically helpful for some tasks, harmful for others. Knowing the boundary is critical.

researchproductivityconsultingbcg

Claude by Anthropic

Featured

Anthropic

AI assistant known for strong instruction-following, coding capabilities, and computer use. Recommended for complex professional tasks.

toolai-platformanthropic

ChatGPT by OpenAI

Featured

OpenAI

The most widely-used AI assistant. Strong general capabilities with GPT-5.2 leading in mathematical reasoning.

toolai-platformopenai

Gemini by Google

Featured

Google

Google's AI assistant with excellent multimodal capabilities and 1M+ token context windows for long document analysis.

toolai-platformgoogle

Building the Future: A Global Report on Computer Science & AI Education

Featured

LEGO Education / Edelman DXI Research (2025)

Survey of 1,800 educators across US, Germany, South Korea, and Australia on AI literacy in K-8 education.

Key insight: 69% of teachers agree AI literacy is critical, but 40% say schools aren't prepared to teach it responsibly.

researchk12ai-literacyeducation

Research & Studies

Academic and industry research on AI productivity

Experimental Evidence on the Productivity Effects of Generative AI

Science · Shakked Noy, Whitney Zhang (2023)

MIT study showing ChatGPT increased productivity by 37% and quality by 20% for professional writing tasks.

Key insight: AI benefits were largest for lower-skilled workers, potentially reducing inequality.

researchproductivitywritingmit

NotebookLM

Google

Google's document-grounded AI for research and learning. Upload sources and get AI responses grounded in your documents.

toolresearchgoogledocuments

Tools & Platforms

AI tools mentioned in the presentation

NotebookLM

Google

Google's document-grounded AI for research and learning. Upload sources and get AI responses grounded in your documents.

Free

ElevenLabs

AI voice generation platform for creating realistic speech from text. Useful for accessibility and audio content.

Free tier available, paid plans from $5/month

AI Model Benchmarks

LM Council

Independent benchmarking of AI models across reasoning, coding, and other capabilities. Updated regularly.

Claude Code

Anthropic

Anthropic's agentic coding tool that can read, write, and execute code autonomously in a terminal environment.

Available with Claude Max subscription

Featured Research

LEGO Education AI Insights

A global survey of 1,800 educators across the US, Germany, South Korea, and Australia examining readiness for AI literacy in K-8 education.

Key finding: 69% of teachers agree AI literacy is critical for students, but 40% say their schools aren't prepared to teach it responsibly.

Read the full report