Amnon Shashua

Mobileye

@AmnonShashua

AI Scientist | Tech Entrepreneur | CEO & President of @Mobileye

Israel mobileye.com/amnon-shashua/ Joined January 2019

209 Following 8.6K Followers 297 Posts

Latest posts 5

Amnon Shashua @AmnonShashua 1d

We at @_doubleAI_ let an AI agent into a neural network’s training run, and it redesigned the network as it learned, writing new layers as code.

CLRS: 55% → 84%. 64% → 71% on AIME/HMMT 2026.

Learning goes beyond updating weights. It evolves the architecture itself. Architecture is no longer hand-designed.
t.co/WR4MnkjnSa

Amnon Shashua @AmnonShashua Oct 27

On a recent paper @shai_s_shwartz and myself published.. cannot describe this better than Shai.. see below..

Shai Shalev-Shwartz Verified account @shai_s_shwartz Oct 27

12/
For decades, learning theory has studied how to generalize from examples we have seen to examples we haven’t.

We believe the next frontier is to generalize from requirements we know how to specify to requirements we haven’t even thought of.

This is the challenge of AI alignment.

📄 Alignment via Generalization
arxiv.org/abs/2610.34242
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Amnon Shashua @AmnonShashua Oct 20

Maxwell on a real workload, with a real customer and with an outcome that "moves the needle".. 1.87x faster on top of highly optimized stack written by human experts.

Read the blog: doubleai.s.gy/ltx-maxwell

www.doubleai.com Maxwell Makes LTX-2.5 Generate 4K Video Nearly 2x Faster doubleAI’s Maxwell made LTX-2.5 generate 4K video nearly twice as fast: 250s to 134s on two B200s, with no quality loss. Every change is open source.

doubleAI Verified account @_doubleAI_ Oct 20

1/ Together with @ltx_io, we used Maxwell, our Code Execution Model, to make video generation in LTX-2.5 1.87x faster.

With Maxwell, generating a five-second 4K clip on 2xB200s went from 250 seconds to only 134. No quantization or loss of quality at all. The code is open source.

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Amnon Shashua @AmnonShashua Oct 19

@_doubleAI_ debuted Maxwell: AI that makes code faster while it runs, with a mathematical proof behind every optimization. A new category we call Code Execution Models (CEMs). Rigorous verification is what makes it work..

Meet Maxwell: heymaxwell.ai
@WSJ: tinyurl.com/bjuknyrh

heymaxwell.ai Maxwell: The first Code Execution Model, by doubleAI Maxwell improves code while it runs, adapting to hardware and data. Every improvement is formally proven equivalent to the original code.

Amnon Shashua @AmnonShashua Oct 9

Our breakthrough on the Moore girth problem raises a larger question: when will AI become a great scientist?
In this lecture, I discuss what made this result possible—and why verification remains a fundamental barrier across science.
Watch the lecture youtube.com/watch?v=AIMnYE…

doubleAI Verified account @_doubleAI_ Oct 6

1/ Double Agent, our agentic system, has achieved a breakthrough result on one of the most central problems in extremal graph theory. It constructed explicit regular graphs with girth (8/5) log n, the first improvement in 38 years, and a leap towards the theoretical maximum.

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