Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,364 searchable experts 2,966 tracked across all sources
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The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Established AI field signal Analysis 16d ago
⚡ 580 h early
AI not replacing software engineers essay

Why AI hasn’t replaced software engineers, and won’t

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
Sayash Kapoor Nicole Hennig D. Hicks

“And a few examples of my public writing on AI's impacts on institutions and professions: - Legal services: www.normaltech.ai/p/ai-wont-au... - Software engineering: www.normaltech.ai/p/why-ai-has... - Science: www.normaltech.ai/p/could-ai-s...”

“Why AI hasn’t replaced software engineers, and won’t www.normaltech.ai/p/why-ai-hasnt… #AI #jobs”

Primary source normaltech.ai ↗
Established AI field signal Signal 16d ago

science.org

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Sayash Kapoor

“I will continue working on frontier AI evaluation, AI policy, and AI's impacts on institutions such as science, law, and medicine. Examples of my past research: - Frontier AI evaluations: cruxevals.com - AI policy: www.science.org/doi/10.1126/... - AI for s…”

Primary source science.org ↗
Established Policy & governance Analysis 16d ago
AI legal services cost essay

AI Won’t Automatically Make Legal Services Cheaper

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Sayash Kapoor

“And a few examples of my public writing on AI's impacts on institutions and professions: - Legal services: www.normaltech.ai/p/ai-wont-au... - Software engineering: www.normaltech.ai/p/why-ai-has... - Science: www.normaltech.ai/p/could-ai-s...”

Primary source normaltech.ai ↗
Established AI field signal Analysis 16d ago
AI could slow science essay

Could AI slow science?

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Sayash Kapoor

“And a few examples of my public writing on AI's impacts on institutions and professions: - Legal services: www.normaltech.ai/p/ai-wont-au... - Software engineering: www.normaltech.ai/p/why-ai-has... - Science: www.normaltech.ai/p/could-ai-s...”

Primary source normaltech.ai ↗
Established Evaluation & benchmarks Release 16d ago
CRUX open-world evaluations launched

Introducing CRUX: Open-World Evaluations

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Sayash Kapoor

“I will continue working on frontier AI evaluation, AI policy, and AI's impacts on institutions such as science, law, and medicine. Examples of my past research: - Frontier AI evaluations: cruxevals.com - AI policy: www.science.org/doi/10.1126/... - AI for s…”

Primary source cruxevals.com ↗
Established AI field signal Signal 16d ago

Redirecting

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Sayash Kapoor

“I will continue working on frontier AI evaluation, AI policy, and AI's impacts on institutions such as science, law, and medicine. Examples of my past research: - Frontier AI evaluations: cruxevals.com - AI policy: www.science.org/doi/10.1126/... - AI for s…”

Primary source linkinghub.elsevier.com ↗
Established AI field signal Signal 16d ago

forms.gle

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered
Sayash Kapoor

“I'm especially keen to hire students interested not just in high-quality research, but also in communicating it with a broad audience such as through public writing and policy impact. If you're interested, fill this form to make sure I don't miss your appli…”

2 experts discussed this · 5 posts
Sayash Kapoor: Thrilled to share that I am joining UC Berkeley as an Assistant Professor in the School of Information! I start in Fall 2027, and I am recruiting PhD students this cycle. List me in your applicatio…
Sayash Kapoor: I'm especially keen to hire students interested not just in high-quality research, but also in communicating it with a broad audience such as through public writing and policy impact. If you're int…
Sayash Kapoor: I will continue working on frontier AI evaluation, AI policy, and AI's impacts on institutions such as science, law, and medicine. Examples of my past research: - Frontier AI evaluations: cruxevals…
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Primary source forms.gle ↗