AI Lab Watch

			*
Weighted score	28%	22%	20%	4%	3%	3%	1%
Risk assessment	49%	34%	43%	1%	1%	1%	0%	28% weight
Scheming risk prevention	2%	8%	2%	2%	2%	2%	2%	21% weight
Boosting safety research	68%	55%	35%	28%	0%	15%	8%	13% weight
Misuse prevention	9%	4%	5%	0%	0%	0%	0%	12% weight
Prep for extreme security	2%	4%	0%	0%	0%	0%	0%	12% weight
Information sharing	35%	13%	32%	0%	28%	0%	0%	8% weight
Planning	14%	26%	0%	0%	0%	1%	0%	6% weight

Up to date as of May 21; not updated for Claude 4.

Overall score

Anthropic

DeepMind

OpenAI

DeepMind

Prep for extreme security 4%

Plan for SL5

Red-team resilience

Practices: isolated network

50%

Practices: secure developers' machines

Practices: multiparty controls

25%

Practices: secure boot

Track record

AI companies should prepare to protect model weights and code by the time AI massively boosts R&D, even from top-priority operations by the top cyber-capable institutions.

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Plan for SL5

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Red-team resilience

Practices: isolated network

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Practices: secure developers' machines

50%

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Practices: multiparty controls

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Practices: secure boot

25%

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DeepMind

Prep for extreme security 4%

Plan for SL5

Red-team resilience

Practices: isolated network

Practices: secure developers' machines

Practices: multiparty controls

Practices: secure boot

Track record