Mixture of Experts Model: Kolibri Runs 78B and Only 3B Do the Work
Aleph Alpha’s Kolibri holds 78 billion parameters and activates 3 billion. That is the whole argument: serve the slice that earns it, and keep the model in the building.
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Michael Wallace
Aleph Alpha’s Kolibri holds 78 billion parameters and activates 3 billion. That is the whole argument: serve the slice that earns it, and keep the model in the building.

Michael Wallace
Most AI traffic is a decision, not a reasoning job. Put a small router model in front and escalate only what earns the big model.

Michael Wallace
The AI infrastructure conversation has been hijacked by FLOPs. Every vendor benchmark, every launch keynote, every industry victory lap is about how many trillions of operations per second a chip…

Michael Wallace
There are now at least 321 data center moratoriums on the books across 32 states. New Jersey alone has 72. Ohio and Michigan have 35 each. New York passed the…

Michael Wallace
If you are running workloads in the cloud and your monthly bill is climbing, you are not alone. Most organizations discover they are paying for resources they do not need.…

Michael Wallace
The AI bill nobody warned you about Private AI hosting has gone from a niche idea to a serious line on the budget in 2026. The reason is simple: running…
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