CBMM

Pierfrancesco Beneventano Verified account @PierBeneventano · Oct 18

Which LLM should answer your prompt?

A cheaper model may be enough. A more capable one may be worth the extra cost.

LLM routing makes that choice automatically, prompt by prompt.

But how does a router decide—and what happens on unfamiliar tasks?

1/9

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McGovern Institute Verified account @mcgovernmit · Oct 9

Machine learning networks can learn without detailed instructions from a designer, according to a new study by computational neuroscientists at MIT. Those that do, may offer insight into how the brain reorganizes itself during learning.

mcgovern.mit.edu/2026/10/05/how…

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Pierfrancesco Beneventano Verified account @PierBeneventano · May 30

Have you ever wondered how to formalize what an agentic system actually is? Meaning where they fit in the book of ML and how to explain/predict their performance?

We argue here, agents can be seen as boosting reasoning models!

arxiv.org/abs/2605.14163

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