Pierce Freeman
Pierce Freeman is a machine-learning researcher, systems engineer and co-host of The Pretrained Pod. He builds AI-enabled developer tools, co-founded Saywhat and previously served as vice president of machine learning at Globality.
- Videos
- 85
- Channels
- 1
- Topics
- 60
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Video appearances
Video topic coverage
Based on 85 reviewed videos for Pierce Freeman; compared with all 1364 public reviewed videos. Catalogue coverage, not expertise or speaking time.
Unmapped topics: 1 for this person; 1 in all videos. Scores cover mapped topics only.
- Pierce Freeman (85 videos; normalised to 100%)
- All videos (1364; normalised to 90%)
Blue coverage envelope joins covered points. Zero scores remain at the centre and in the values; crossings over other axes do not indicate coverage. Both plots retain the same ten axes. The blue person plot is proportionally normalised to a 100% maximum and the white baseline to 90%. Each plot uses its own scale, showing relative topic emphasis; the values below show actual coverage.
- Agents & workflows43.8%56.6%
- Coding & tools32.5%40.2%
- Models & learning51.3%46.3%
- Infrastructure & compute37.2%24.7%
- Research & evaluation59.8%42.5%
- Safety & security51.1%29.2%
- Business & productivity52%32.6%
- Creative & media11.3%7.4%
- Robotics & perception10.4%5.6%
- Society & policy49.4%21%
Topic attribution
Both datasets use the same explicit fractional topic memberships. For each video, only the strongest membership in each group counts. We average those values across distinct public reviewed videos, including untagged videos. The all-video baseline includes this person's videos. Both datasets come from the same active catalogue snapshot and are independent of filters and viewing history. Groups overlap, so percentages do not need to total 100. Weights describe topic membership, not measured speaking time or relationship confidence.
Topics associated with this person:
- Agent Skills: Agents & workflows: 100%
- Agent Workflows: Agents & workflows: 100%
- AI Adoption: Business & productivity: 100%
- AI Agents: Agents & workflows: 100%
- AI Alignment: Safety & security: 80%; Research & evaluation: 20%
- AI Art: Creative & media: 100%
- AI Business: Business & productivity: 100%
- AI Careers: Society & policy: 100%
- AI Coding: Coding & tools: 100%
- AI Compute: Infrastructure & compute: 100%
- AI Economics: Society & policy: 60%; Business & productivity: 40%
- AI Education: Society & policy: 70%; Business & productivity: 30%
- AI Evaluation: Research & evaluation: 100%
- AI Governance: Society & policy: 100%
- AI Healthcare: Not yet mapped
- AI Image Generation: Creative & media: 100%
- AI Infrastructure: Infrastructure & compute: 100%
- AI Investment: Business & productivity: 60%; Society & policy: 40%
- AI Leadership: Business & productivity: 100%
- AI Marketing: Business & productivity: 100%
- AI Models: Models & learning: 100%
- AI Policy: Society & policy: 100%
- AI Privacy: Safety & security: 70%; Society & policy: 30%
- AI Productivity: Business & productivity: 100%
- AI Reliability: Safety & security: 50%; Research & evaluation: 30%; Infrastructure & compute: 20%
- AI Research: Research & evaluation: 100%
- AI Safety: Safety & security: 100%
- AI Scaling: Models & learning: 100%
- AI Security: Safety & security: 100%
- AI Strategy: Business & productivity: 100%
- AI Video: Creative & media: 100%
- Browser Automation: Agents & workflows: 60%; Coding & tools: 40%
- Change Management: Business & productivity: 100%
- Computer Use: Agents & workflows: 100%
- Computer Vision: Robotics & perception: 100%
- Context Engineering: Agents & workflows: 70%; Coding & tools: 30%
- Cybersecurity: Safety & security: 100%
- Data Engineering: Infrastructure & compute: 100%
- Deep Learning: Models & learning: 100%
- Developer Tools: Coding & tools: 100%
- Foundation Models: Models & learning: 100%
- Frontend Development: Coding & tools: 100%
- Generative AI: Models & learning: 100%
- Local AI: Infrastructure & compute: 100%
- Machine Learning: Models & learning: 100%
- Mathematical Reasoning: Models & learning: 100%
- Model Evaluation: Research & evaluation: 100%
- Multi Agent Systems: Agents & workflows: 100%
- Multimodal AI: Models & learning: 50%; Creative & media: 30%; Robotics & perception: 20%
- Neural Networks: Models & learning: 100%
- No Code AI: Coding & tools: 70%; Business & productivity: 30%
- Open Source AI: Models & learning: 80%; Society & policy: 20%
- Product Development: Business & productivity: 100%
- Prompt Engineering: Agents & workflows: 60%; Models & learning: 40%
- Recursive Self Improvement: Models & learning: 60%; Research & evaluation: 40%
- Representation Learning: Models & learning: 100%
- Robotics: Robotics & perception: 100%
- Software Engineering: Coding & tools: 100%
- Superintelligence: Models & learning: 50%; Safety & security: 30%; Society & policy: 20%
- Voice AI: Creative & media: 70%; Models & learning: 30%
Videos
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