pratyush

building AGI one AI at a time @abundant_labs
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host @agihouseindia

[pratyush @prattybhai]

Here’s are some of the experiments and observations I did as part of the initial testers on the locksmith game using within ARC-AGI-3 (my template is available in the repository) 🧵

[ARC Prize @arcprize]

Today, we're announcing a preview of ARC-AGI-3, the Interactive Reasoning Benchmark with the widest gap between easy for humans and hard for AI

We’re releasing:
* 3 games (environments)
* $10K agent contest
* AI agents API

Starting scores - Frontier AI: 0%, Humans: 100%

[pratyush @prattybhai]

@arnavmehta007 @cosign Need one!

[Atal Agarwal 💜🚐🌍 @atalovesyou]

After 7 years in San Francisco, I had a good life. Nice apartment, good career.

But something felt like it needed to be more.

So I bought a van and moved in.

SF → San Diego → Vancouver → Toronto.

Queen bed, sofa bed, two stoves, propane, Starlink, solar panels. I wired the power setup myself.

It’s uncomfortable. You’re always hunting for showers, bathrooms, gyms.

It’s also the most stimulating way I’ve ever lived.

[pratyush @prattybhai]

@katiekirsch @a16z We are hiring at @abundant_labs

[pratyush @prattybhai]

@CharlieCheesma1 @cosign Can I please have one?

[pratyush @prattybhai]

@aidaniil @cosign Been waiting for one

[pratyush @prattybhai]

@katiekirsch I wanna get in and get @reddy2go to co-sign

[pratyush @prattybhai]

@braelyn_ai Sick

[pratyush @prattybhai]

@juliali @cosign One for the researchers please

[pratyush @prattybhai]

@TheIshanGoswami @alexandr_wang Rip Alexandr wang’s notifs

[pratyush @prattybhai]

Had a fantastic conversation with Raghuvamsi last year.

Bullish on him to bridge physical ai and animations.

[raghuvamsi @_raghuvamsi]

today we’re launching eyecandy robotics!

we’re bringing animated characters to life through robotics and ai.

[pratyush @prattybhai]

Uncontrolled environments with a lot of uncertainty cannot be understood by generative architectures.

[Yann LeCun @ylecun]

@ChrSzegedy @iam_mjk @wtgowers @Noahpinion It is.
Generative architectures, particularly when they generate discrete symbols, are not the right thing to understand the real world.
The real world high-dimensional, continuous, noisy, messy, insanely complex, and largely unpredictable.

[pratyush @prattybhai]

@rishi_desai2 The Dream Team

[AVB @neural_avb]

Releasing bev-decision-150K - a high quality dataset to train decision models (like JEV)

Contains 150K examples across diverse domains, tasks, question types - either procedurally or synthetically generated from existing LLM training open datasets.

https://t.co/3BMPwVmzxZ

[pratyush @prattybhai]

@coresapian CORE WINS

[pratyush @prattybhai]

@DataDeLaurier Core forever

[pratyush @prattybhai]

@alokbishoyi97 Let’s do it

[pratyush @prattybhai]

Our paper was accepted into NeurIPS 2026!

This is my first paper in NeurIPS and the second one at Abundant AI. I am so glad to have worked with a cracked team on the reward hack analysis especially @neversupervised @Pran_Ker and @rishi_desai2

Congrats to the other teams who got accepted!

[Rishi Desai @rishi_desai2]

Can coding agents stay coherent over a 1 billion token budget?

Can they build Slack from scratch?
Rewrite a JAX codebase in PyTorch?
Build a C compiler in Rust?

Enter SWE-Marathon: a benchmark for autonomous long-horizon software work.

[pratyush @prattybhai]

@PratikKadam_ Leave Gemini where are you

[pratyush @prattybhai]

@nedwize I wanna try this now

[pratyush @prattybhai]

@henloitsjoyce Insane. This should be the no. 1 use of Jev!