Topic

Intelligence explosion

The hypothesised feedback loop in which AI systems improve their successors, which then accelerate AI research further.

Current clusters

science1 publisher

Hinton, Bengio and lab researchers ask governments to prepare for AI that speeds up its own research

Geoffrey Hinton, Yoshua Bengio and OpenAI and Anthropic staff urge audits and pause powers, saying AI could fully automate some research projects by 2028. They say the self-reinforcing loop has not started yet but could compress years of progress into months once it does.

Publishers:superpowerdaily.com

Reality

Evidence40
Adoption: Insufficient
Hype gap0
Incentives: Insufficient
Confidence40

leadership1 publisher

Frontier lab scientists ask governments to put auditors inside their own companies

Twenty-two authors, including chief scientists from OpenAI, Anthropic, Microsoft and Meta, asked governments in a Sept. 28 paper to require reporting on how far labs have automated their research and to embed independent auditors inside some firms.

Publishers:implicator.ai

Reality

Evidence45
Adoption: Insufficient
Hype gap+10
Incentives55
Confidence50