Sentient

To ensure that Artificial General Intelligence is open-source and not controlled by any single entity. @SentientEco @OpenAGISummit

[Sentient @SentientAGI]

What if the harness matters as much as the model itself, both for how many tokens you burn and how often you actually solve the task?

That’s the question @iamnamanvats and @oleg_golev explore in “The Scaffold Effect in Coding Agents”, accepted at the incoming @icmlconf 2026.

Here's how to use Sentient’s findings to cut your own coding agent's inference costs by up to 40x, and why your choice of harness may matter more than your choice of model ↓

[Sentient @SentientAGI]

@mercysexy9

[Sentient @SentientAGI]

What makes an agent run succeed vs fail?

We pulled 13,483 runs across 156 submissions and 4 harnesses from the OfficeQA Public Challenge to find out ↓

[Sentient @SentientAGI]

https://t.co/JpMMdiQHeO

[Sentient @SentientAGI]

@bafspot Shoutout to our Arena builders!

[Sentient @SentientAGI]

@Iziedking Happy reading!

[Sentient @SentientAGI]

@Aceonblockchain nothing like a weekend read

[Sentient Foundation @sentient_found]

Closed labs are building a future you'll never see inside of.

We're putting $42M behind the one you can ↓

[Sentient @SentientAGI]

@PreyWebthree Failure is a step closer to progress.

[Sentient @SentientAGI]

https://t.co/JpMMdiQHeO

[Sentient @SentientAGI]

@kenny_godman 13k agent runs deep

[Sentient @SentientAGI]

@RichieBen20 Open source should also mean open learnings.

[Sentient @SentientAGI]

@masterj3bulani gsenti to you sir

[Sentient @SentientAGI]

@LeaderX_btc

[Sentient @SentientAGI]

@cryopnknfts Exactly, the thrashing is the signal.

[Sentient @SentientAGI]

@bafspot Thank you!

[Sentient @SentientAGI]

@OxMulla01 🔖

[Sentient @SentientAGI]

@Meekmilly808 Squat together, win together 🏋️‍♂️

[Sentient @SentientAGI]

This is how open-source AI turns competitors into teammates ↓

[Sentient Foundation @sentient_found]

For Shubham (@musickeeda), Arena meant sharing a room with other teams and chasing better results together, even as competitors.

That's what open-source AI hackathons make possible ↓

[Sentient @SentientAGI]

@bafspot True

[Sentient @SentientAGI]

@Maz1__

[Sentient @SentientAGI]

From NeurIPS to ICLM and beyond.

Explore every paper from Sentient researchers, all in one place: https://t.co/oYMrC7Bwq1

[Sentient @SentientAGI]

@slatro_eth Let us know what you find!

[Sentient @SentientAGI]

@Laff38 A lot of hidden gems here 💎