Gabriel Garza

SW Engineer

[Jiayi Geng @ COLM @JiayiiGeng]

AI scientist agents are great at optimizing and finding solutions through endless trial and error. But is that really what science is about?

As Terrance Tao eloquently put, the role of math and science should be more than that – they are "lighthouses" that guide and inspire exploration through understanding and insights. Can AI agents discover novel insights through experimentation?

To study these gaps, we worked with domain experts to introduce EurekaBench, a benchmark spanning 6 science domains that evaluates an agent’s ability to discover genuinely new scientific insights.
(1/n)

[Gabriel Garza @GarzaGabe]

@AtelierMissor_ this is incredible

[Gabriel Garza @GarzaGabe]

@AtelierMissor_ @grok is 100 day production for a 50 foot bronze statue an industry leading timeline?

[Gabriel Garza @GarzaGabe]

We need more celebrities having technical conversations in public! Thank you @BenAffleck

[Rohan Paul @rohanpaul_ai]

Ben Affleck (Hollywood star & Artists Equity CEO) talks about how he fine-tunes open video models by unfreezing weights and trained only the last cinematic layer so a film crew can hit real production standards.

for context, Ben Affleck founded InterPositive in 2022, a 16-person AI shop for film post and Netflix bought it in March 2026 for $587 mn in cash.

He needed that model because public video models were trained on his peers' films, and he did not think that was a real business. So InterPositive raised money, shot its own dataset for 8 months on a controlled stage, and used it only as late-stage training.

Each new film then trains a private model on its own dailies, so the production keeps the footage and the learning. That is the product Netflix paid $587 million for.

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From "Bloomberg Live" YouTube channel, (link in comment)

[Gabriel Garza @GarzaGabe]

@cremieuxrecueil Not so profitable that they wouldn't nerf my 20x :(

[Gabriel Garza @GarzaGabe]

@AdamMuinuddin @ChatGPT I love when OpenAI has issues because it can only mean 1 thing...RESET INCOMING!!! @thsottiaux 😎😎😎🤞🤞🤞

[Gabriel Garza @GarzaGabe]

@_sophia_tang_ This should be standard practice

[Gabriel Garza @GarzaGabe]

@aleabitoreddit is management on twitter? shareholders deserve answers on why they choose this path

[Anthropic @AnthropicAI]

Claude has discovered a previously unknown enzyme system hidden in the DNA of bacteriophages. Beside the enzyme’s gene sits a long array of repeating DNA—a structure that looks somewhat similar to CRISPR.

We don’t yet understand what this system does, but only a handful of known systems share its features, and all of them are able to cut, copy, and paste DNA. Historically, the discovery of such programmable systems has helped revolutionize medicine. CRISPR, for instance, is now the foundation of genetic medicines. But it will take much more work to learn what this system does, and whether it can be put to similar use.

Read more: https://t.co/RuEosScSMb

[Gabriel Garza @GarzaGabe]

@RealFeatBit https://t.co/Kdjl1UaRwY would like a word

[lauren @poteto]

here's how i shipped 2,500 PRs last month to production

this was originally supposed to be for Cursor Compile in London. i couldn't make it since i was livestreaming for Grok @Bot Galaxy so i'm making it available for free here on X! watch it on 2x speed, i talk slowly

[Gabriel Garza @GarzaGabe]

@judegomila AMPLIFY

[Gabriel Garza @GarzaGabe]

@Afinetheorem Maybe the voters are actually sensible not myopic and see that the pendulum swung too far

[Gabriel Garza @GarzaGabe]

@olivercameron @alojoh on commoditization of full self driving

[Gabriel Garza @GarzaGabe]

@FrankCurzio Why now?

[Gabriel Garza @GarzaGabe]

When @GoogleDeepMind, @xai, @deepseek_ai, @Kimi_Moonshot, et al start posting math breakthroughs like @OpenAI & @AnthropicAI, we'll know that they've caught up. Thank you to the frontier labs for sharing frontier results!

[BuccoCapital Bloke @buccocapital]

AI labs have a knowledge cannon they can point at hard problems, with basically unlimited ammunition

Increasingly they must be wondering why they are selling tokens to other people when they can internalize the value themselves

[Jared Duker Lichtman @jdlichtman]

For those keeping score, 13M lines of code represents a 5-order-of-magnitude leap in autoformalized code from 18 months ago.

In the next 18 months, imagine generating the next 5-orders-of-magnitude:
1T lines of code.

[Gabriel Garza @GarzaGabe]

@aleabitoreddit Might be ramping up tensions to stoke the fires for the Alberta independence referendum

[Alexander Panfilov @kotekjedi_ml]

We can finally talk about it:

We found a way to extract hidden reasoning of frontier models using a vulnerability in the APIs of every frontier AI company.

We verified that our reasoning token count matches billed API thinking tokens 1:1 for most of the prompts we queried.

[Gabriel Garza @GarzaGabe]

@bcherny @thsottiaux uncle boris always be sellin