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Callosum

Callosum

@CallosumAI

The Intelligent Systems Company. Co-evolving chips & intelligence.

London, UK Katılım Şubat 2026
31 Takip Edilen1.3K Takipçiler
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Callosum
Callosum@CallosumAI·
The future of compute & AI is heterogeneous. That future is being built by Callosum. Today we launch with new breakthroughs made possible by heterogeneity, new scaling principles & a roadmap reimagining compute & AI infrastructure: callosum.com/blog/introduci…
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Danyal Akarca
Danyal Akarca@DanAkarca·
At @CallosumAI we are aggressively scaling up hiring, in our London office 🇬🇧 We are building a more pluralistic vision of AI: co-evolving diverse chips and new architectures for the next generation of intelligence, that is economically viable at scale. We've opened roles across our inference engineering and heterogeneous infra teams. We want the most ambitious & exceptional people to join us. If you want to do the work of your life, would love to talk! 👇
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Callosum
Callosum@CallosumAI·
Join us!
Danyal Akarca@DanAkarca

@CallosumAI is hiring in London! We're building the infrastructure for heterogeneous compute - making many models, on many chips, behave as a single coherent, co-evolving system. Five MTS roles open across the AI infra stack. Link below!

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Danyal Akarca
Danyal Akarca@DanAkarca·
Great news that @UKSovereignAI has invested in Ineffable Intelligence, led by David Silver, joining @CallosumAI in the portfolio. These are the technologies that will define the next decade (+more) of progress. Congratulations to David and the team!
Sovereign AI@UKSovereignAI

🇬🇧 Sovereign AI is backing @IneffableLabs 🇬🇧 We can announce Sovereign AI has invested in Ineffable. Led by David Silver, Ineffable is building learning systems that can go beyond the limits of human knowledge, learning continuously to push the frontiers of science and technology.

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Sovereign AI
Sovereign AI@UKSovereignAI·
Our first investment? 💥 @CallosumAI - @DanAkarca & @achterbrain 💥 Proud to be backing Danyal, Jascha, and the team as they build one of the defining layers of next-gen AI systems. 🔥
Sovereign AI tweet mediaSovereign AI tweet mediaSovereign AI tweet media
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Jascha Achterberg
Jascha Achterberg@achterbrain·
We are at a unique moment in time for AI & compute: New accelerators / chips, HPC hardware, and new algorithms have each made strides, but we are not yet orchestrating them as a heterogeneous stack. That is what @CallosumAI is built to do, and today we are sharing our vision 🧵
Callosum@CallosumAI

Today we launched @CallosumAI. We are building the infrastructure where heterogeneous chips & intelligence co-evolve to solve the world's hardest problems. Today we present our first results. Across four large problem spaces, we break SOTA and deliver orders-of-magnitude improvements in capabilities, cost and speed: 12× cheaper deep context. New web SOTA with open-source, 3x cheaper and faster. 2.4× cache speedups. 1,767× faster tool calling. This is the worst our infrastructure will ever be. We do it by co-evolving heterogeneous chips and multi-agent intelligence - workflows aware of their hardware, models aware of their task graph, kernels aware of their output constraints. An Intelligent System. callosum.com/blog/welcome-h…

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Callosum
Callosum@CallosumAI·
Everything here is early evidence for a deeper thesis: as the problems we need to solve grow in difficulty, the systems that solve them must grow in diversity. Heterogeneous systems - diverse models on diverse hardware, co-evolved end-to-end - unlock scaling territory that homogeneous systems cannot access. In our next post, we formalise this into a theory - a new scaling principle. The configuration space is vast and we have only just begun to explore it. Welcome, Heterogeneous Intelligence. callosum.com/blog/welcome-h…
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Callosum
Callosum@CallosumAI·
None of these results came from a bigger model. 12× cheaper deep context. New web SOTA with open-source, 3x cheaper and faster. 2.4× cache speedups. 1,767× faster tool calling. All from heterogeneity - mixed models, mixed chips, mixed scales - co-evolved end-to-end.
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Callosum
Callosum@CallosumAI·
Today we launched @CallosumAI. We are building the infrastructure where heterogeneous chips & intelligence co-evolve to solve the world's hardest problems. Today we present our first results. Across four large problem spaces, we break SOTA and deliver orders-of-magnitude improvements in capabilities, cost and speed: 12× cheaper deep context. New web SOTA with open-source, 3x cheaper and faster. 2.4× cache speedups. 1,767× faster tool calling. This is the worst our infrastructure will ever be. We do it by co-evolving heterogeneous chips and multi-agent intelligence - workflows aware of their hardware, models aware of their task graph, kernels aware of their output constraints. An Intelligent System. callosum.com/blog/welcome-h…
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