Frédéric Legrand

FDE @hcompany_ai
Building in the AI field

[Frédéric Legrand @FredericTheTall]

you can compensate gravity in your robot arm by calculating its own weight and countering it

the video on the right shows the compensation algorithm in action, the arm holds itself upright and moves freely

try it for yourself: https://t.co/eW5z3kOX9O

[Emrick @EmrickSini]

Running a computer use agent fully offline on my MacBook during a flight ✈️

Task: find papers I downloaded before the flight in ~/Downloads, summarize them, rank their relevance for inference / computer use / online RL, and write the result in Notes.

No cloud. No internet. Fully on-device 😎

[Frédéric Legrand @FredericTheTall]

No single Avenger ever carried the team alone.
AI works the same way.

Today H Company officially joins the NVIDIA Nemotron Coalition, bringing together some of the world's leading AI labs to advance open frontier models.

[H @hcompany_ai]

H Company joins the @nvidia Nemotron Coalition!

The coalition brings together leading AI labs working to advance open frontier models.
As frontier models continue to evolve, the conversation is expanding beyond reasoning and generation to a new challenge: Action.

The ability for AI systems to understand interfaces, navigate software, and complete real-world tasks is becoming a key part of the next frontier.
At H, this is the challenge we tackle every day through computer-use AI.

We're proud to contribute this perspective alongside the coalition's members and help advance open models.
And proud to see a European company at the table.

Read more in the comments.

[H @hcompany_ai]

Computer-use agents are moving from the cloud to your local machine. Fast.

When we launched Holo3 two months ago, the production feedback was clear: digital agents need to be blazing fast, cost-effective, and versatile.

Today, we're dropping Holo 3.1, engineered to run anywhere, instantly.

Massive token throughput. Low latency. Ready for your local workflow!

[Pierre-Louis Biojout (PLB) @plbiojout]

update: $75k to go!

[Pierre-Louis Biojout (PLB) @plbiojout]

Les Echos just ran a piece on NanoCorp.

11,000 companies launched.
$ 800K ARR.
And we're just getting started.

But that's not the real story.

The real story is that a new layer of the economy is being born right in front of us: autonomous companies.

Businesses run by AI agents. 24/7. No breaks. No weekends. No strikes.

Of course it's controversial. Of course there are skeptics.
"What about legal liability?"
"What if the agent goes rogue?"
"It's a bubble."

We've seen this movie before.
The internet in 1995. Mobile in 2008. The cloud in 2012.
Same questions every time. Same doomsayers every time.

And every time, the winners are the ones who jumped in first.

Fun fact: the two companies pushing autonomous businesses forward, Polsia and NanoCorp, are both founded by French guys living in SF.

(yes there is a reason why, haven't you figured it out?)

In 5 years, buying from an autonomous company will be the new normal. Buying from a human will be weird. Like today I would rather buy something online than go to a physical store.

A massive chunk of the economy will run on autonomous companies. It's inevitable.

I'm here to make sure it happens as soon as possible.

Launch your autonomous company today at nanocorp .so

[Frédéric Legrand @FredericTheTall]

Proud to announce our latest release.

From booking a restaurant, to market analysis, this is a tool that brings value.

Give it a try and let us know what you think

[H @hcompany_ai]

HoloTab is officially live. 🚀

14 days ago, we released Holo3. It proved you can hit state-of-the-art computer-use performance, outperforming the biggest models in the world at 1/10th of the cost.

Now, we are moving that power out of the research labs and into your browser tabs.

Don't trust the benchmarks. Trust your own experience!

#AI #AgenticAI #HoloTab #ComputerUse #Innovation #HCompany

[Frédéric Legrand @FredericTheTall]

Give it a try, let us know

[H @hcompany_ai]

Holo3 is here 🚀.

Today, we're launching Holo3: our new series of frontier computer-use models. 78.9% on OSWorld-Verified. That puts us ahead of GPT-5.4 and Opus 4.6, at one-tenth of the cost.

Weights on Hugging Face. API is live. Test it now!

#Holo3 #OpenSource #ComputerUse #OSWorld #AI #AgenticAI

[H @hcompany_ai]

🚀 The H Company Tech Stack: Part 1
We are excited to launch a new series of technical deep dives into the AI Tech Stack powering H Company. Over the coming weeks, we’ll be sharing how we build, scale, and optimize the infrastructure behind our Holo frontier models.

First up: Unlocking Online RL and AI Workflows on K8s using SkyPilot. (1/5🧵)

[Frédéric Legrand @FredericTheTall]

Cool to see H top the leaderboard

[merve @mervenoyann]

ScreenSpot-Pro, the GUI computer use benchmark is now on @huggingface 🏆

just added Qwen3.5 it takes 5th place, with specialist Holo2 family takes top ranks

whoever builds next GUI model based on Qwen3.5 can top the leaderboard? 🔥

[H @hcompany_ai]

If a human can see it on a screen, H can execute it.

Read our full vision here: https://t.co/9MrCq2XEws

#AI #Research #AutonomousEnterprise #AgenticAI #Engineering #FutureOfWork

[H @hcompany_ai]

🚀 Live from @NVIDIAGTC, we're releasing Holotron-12B!

Developed with @nvidia, it's a high-throughput, open-source, multimodal model engineered specifically for the age of computer-use agents.

Get started today!
🤗Hugging Face: https://t.co/oaSviLi8IN
📖Technical Deep Dive: https://t.co/pDItQB1frU
💼We are hiring: https://t.co/fcNoR9FIYQ

#AI #ComputerUse #NVIDIA #OpenSource #ReinforcementLearning #HCompany #GTC
@NVIDIAAI @nvidia

[Frédéric Legrand @FredericTheTall]

Just ship cool things, give it a try: https://t.co/8Gg9NIYFvT

[Pierre-Louis Biojout (PLB) @plbiojout]

I gave an AI agent $10 and asked it to make money.
It built a business. Wrote a course. Sold it. Made $70 in 6 days with zero marketing. Pure SEO.

Then Stripe shut it down. (I forgot to add guardrails. Oupsi!)

Most people would have stopped there. I got excited.

I fixed the setup. Gave the agent everything a real business needs: domain, payments, distribution, the works. One prompt. Running.

Then I realized what I'd actually built: the best video game I've ever played.

Except the points are real money.
Every idea in my head → new company in 60 seconds.

I showed a few friends.
They couldn't stop.

That's when I knew this had to exist for everyone.

Today I'm launching NanoCorp: autonomous companies run by AI, making money while you sleep.

One prompt. Real business. Real revenue.

→ nanocorp[.]so

(existing users: please don't flood the comments with referral links lol)
(yes at the end of the video it emailed YouTubers I don't know why)

[signüll @signulll]

for ~30 yrs, a lot of career capital of a knowledge worker (esp in leadership) was basically:

- access to information
- ability to synthesize scarce data
- coordination across silos
- gatekeeping decisions

that arbitrage collapses when information becomes ambient, searchable, & increasingly agentic.

i mean, what does a senior director really do? if you removed them tomorrow, does output drop 30% or just the meeting volume?

[Frédéric Legrand @FredericTheTall]

@0xluffy what's the actual delta they're claiming between keeping junior engineers vs. the cost of rehiring + onboarding when things pick back up?

[Frédéric Legrand @FredericTheTall]

New blog article is out, read our analyzis to find out more about the laws of GEO

https://t.co/4MeAcIEbso

[Frédéric Legrand @FredericTheTall]

@garrytan garbage in garbage out isn't a revelation though. the real test is whether it can fix its own mistakes without you hand-holding it. that's the actual gap

[Frédéric Legrand @FredericTheTall]

@hamptonism that timeline is marketing fiction. the actual constraint isn't capability, it's that organizations move slowly and lawyers bill by the hour. the disruption happens over years, not quarters.

[Frédéric Legrand @FredericTheTall]

@realBigBrainAI did you test whether slight paraphrases (same content, different wording) instead of an exact copy still produce the same accuracy boost?

[Frédéric Legrand @FredericTheTall]

@GaryMarcus that's not policy, that's a grenade with wifi. we're about to hand it the launch codes and call it innovation.

[Frédéric Legrand @FredericTheTall]

SOTA

[H @hcompany_ai]

Holo2-235B-A22B: #1 on ScreenSpot-Pro, #1 on OSWorldG 🎯

🚀 Today, we are releasing Holo2-235B-A22B 🤗, our most capable GUI localization model yet! Holo2 now leads on all major GUI localization benchmarks: 78.5% on ScreenSpot-Pro and 79.0% on OSWorld-G!