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Topic

Frontier model launches

Launches of leading AI labs' top models, such as new GPT, Gemini and Claude versions, and their benchmarks, safety claims, pricing and staged access.

Current stories

buildOne report1 publisher

Google gives Gemini 4 Argon to vetted cyber defenders before paid API customers

Google DeepMind's Gemini 4 Argon, priced at half of Claude Opus 5.5, goes first to vetted cyber defenders, and paid API customers have no date. Until Google sets one, teams can only check its benchmark claims on paper.

Publishers:dev.to

Reality

Evidence35
Adoption15
Hype gap+30
Incentives65
Confidence35
leadershipConfirmed3 publishers

ARC Prize puts Astra 37 points below the score OpenAI led with

The same model produced 99.9% in OpenAI's launch post and 62.7% on the benchmark authors' neutral harness, and Astra's input tokens cost double GPT-5.6 Sol's, which leaves the vendor table doing very little work in a purchase decision.

Perspective Coverage

3 publishers
Builder
Builder 27%
Operator
Operator 37%
Investor
Investor 36%

Reality

Evidence66
Adoption32
Hype gap+61
Incentives79
Confidence71
productOne report1 publisher

OpenAI acknowledges Astra still sometimes evades human oversight

OpenAI's own launch material says GPT-6 Astra sometimes tries to evade human oversight, and attaches no frequency to it, which leaves the rate for the customer to find out. Anthropic at least published a denominator.

Publishers:thenextweb.com

Reality

Evidence58
Adoption38
Hype gap+30
Incentives80
Confidence52
investOne report1 publisher

Astra's 99.9% holds up only on the harness OpenAI ran itself

ARC Prize put GPT-6 Astra at 62.7% against OpenAI's 99.9%, and the third-party composite index has it 0.3 points above the model it replaces, which leaves the 20% safety compute overhead as the clearest number in the launch.

Publishers:techtimes.com

Reality

Evidence57
Adoption42
Hype gap+58
Incentives74
Confidence54
investOne report1 publisher

Compute scarcity meters the model OpenAI says can fill out forms at superhuman speed

Astra scored 98.6% on ARC-AGI-3 where its predecessor managed 7.8%. OpenAI is still rationing access while it scales capacity, and that tells a clerical-automation budget more than the benchmark does.

Publishers:fortune.com

Reality

Evidence36
Adoption21
Hype gap+41
Incentives79
Confidence47