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Latest news and trends from the world of artificial intelligence
Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving ‘intuition’
Deep Cogito, an AI research startup, has released four new open-source hybrid reasoning models that aim to improve reasoning skills over time. These models, part of the Cogito v2 family, range from 70 billion to 671 billion parameters and utilize a self-improving 'intuition' to enhance performance. The models are designed as hybrid reasoning systems, capable of internal reflection during training to improve their reasoning paths. Deep Cogito emphasizes efficiency and cost-effectiveness, with the models trained for under $3.5 million. The new models are available on Hugging Face, Unsloth, and through APIs, offering faster and more efficient reasoning for developers, researchers, and enterprises.
Deep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving ‘intuition’
Deep Cogito, a San Francisco-based AI research startup, has released four new open-source hybrid reasoning models that aim to improve reasoning effectiveness over time. The models range from 70 billion to 671 billion parameters and are available under a mix of open licensing terms. They include dense and MoE models, designed for different needs. The models are designed as hybrid reasoning systems, able to reflect internally before answering, with reflection baked into the training process. Over time, they learn which lines of thinking matter. The 671B MoE model matches or exceeds leading open models on benchmarks. The models are available on Hugging Face and for local usage, or through APIs from Together AI, Baseten and RunPod. Deep Cogito claims to have trained all eight of its Cogito models for under $3.5 million. The company's roadmap involves running models, learning from their reasoning traces, and repeating the loop, with each model becoming a stepping stone for the next. Deep Cogito's models are open source.
Hard-won vibe coding insights: Mailchimp’s 40% speed gain came with governance price
Mailchimp achieved a 40% speed gain with vibe coding but learned crucial lessons about governance, tool selection, and human expertise.
Hard-won vibe coding insights: Mailchimp’s 40% speed gain came with governance price
Mailchimp achieved a 40% speed gain with AI coding tools but learned that governance and human expertise are still essential.
Apple plans to ‘significantly’ grow AI investments, Cook says
Apple is open to M&A to accelerate its AI strategy, and says it's made seven acquisitions this year so far.
Apple plans to ‘significantly’ grow AI investments, Cook says
Apple is open to M&A to accelerate its AI strategy, and says it's made seven acquisitions this year so far.
Apple plans to ‘significantly’ grow AI investments, Cook says
Apple is open to M&A to accelerate its AI strategy, and says it's made seven acquisitions this year so far.
Apple plans to ‘significantly’ grow AI investments, Cook says
Apple is open to M&A to accelerate its AI strategy, and says it's made seven acquisitions this year so far.
Apple plans to ‘significantly’ grow AI investments, Cook says
Apple is open to M&A to accelerate its AI strategy, and says it's made seven acquisitions this year so far.
Amazon DocumentDB Serverless database looks to accelerate agentic AI, cut costs
Amazon DocumentDB Serverless database looks to accelerate agentic AI, cut costs.
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