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Thursday, 17 September 2026 Sign in

SWE-2

Model ● Covered in 3 stories + Follow

This profile is built automatically from TLDRocket coverage.

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Latest developments

Cognition Releases SWE-2: A Kimi K3 Post-Trained Coding Model That Matches Fable 5.1 on FrontierCode at 64% Lower Cost MarkTechPost · 4 days ago · 29

Devin Voice Product Hunt · 1 week ago · 2

Cognition's SWE-2 Product Hunt · 1 week ago · 46

Timeline

Month Quarter Year

September 2026

Cognition launched SWE-2, a post-trained coding model built on Kimi K3 and optimized with reinforcement learning for lower cost and improved coding performance Model release

Cognition raises a $2 billion Series E at a $48 billion valuation for its AI coding agent Devin Funding

Relationships

Products & technology

Derived from Kimi K3 · 2 sources
Cognition develops this model · 2 sources
Integrated with FrontierCode 1.1 Main · 1 source
Integrated with Devin Desktop · 1 source
Integrated with Devin CLI · 1 source
Devin Voice integrated with this model · 1 source

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TLDRocket 17 September 2026

The biggest throughline today is power—specifically, how AI systems are learning to live within the electric grid rather than treating it like an afterthought. Emerald AI, alongside Google, Nvidia, and Anthropic, formed the AI Energy Management Alliance to push utilities to treat demand-response load reductions as part of data-center planning. The pitch is bluntly practical: use grid software to unlock up to 100 gigawatts of additional data-center capacity by shifting demand temporarily, reducing reliance on backup generators even as new power generation still remains necessary.

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