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.

2,397 searchable experts 4,280 tracked across all sources
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Active evidence filter

Showing developments with attributable Concern & critique reactions.

New Network reaction maps

See how experts are reacting—not just what they shared.

Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

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What is moving across the network now

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Established AI field signal Signal 3d ago
⚡ 112 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 64 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered
Established AI field signal Signal 3d ago
⚡ 88 h early

Why AI companies can’t be trusted to self-regulate

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Dr Heidy Khlaaf (هايدي خلاف)
“New from me in Nature. I discuss the need to look to regulated industries on how to govern AI, and not give into AI companies' self-regulation. Those actually serious about safety and security would start by applying safety critical techniques and legislati…” evidence ↗
3 experts 2 communities 1 sources clustered