Train with River, then serve on River Cloud or run the model on your own GPUs. Nemotron 3.5 Super VL is now available on the River API.
We've partnered with @NVIDIAAI to make Nemotron 3.5 Super VL available on the River API from day zero.
Even before training, Super VL outperforms Kimi K2.6 on our text-to-SQL evaluation, despite being a fraction of its size. After training with our text-to-SQL recipe on River, it outperformed every proprietary model we evaluated.
These results show what's possible with River: frontier-level performance on a specialized task, using a model small enough to deploy on your own hardware.
Albert retweeted
We show how you can use the River API to fine-tune open weight models to beat GPT-6 Astra and Claude Opus 5.5 on tasks you care about, with less than 1% of the cost!
A few years from now most of the LLM usage in the world will run on customized open weight models. Building your own custom models is getting easier and more affordable. Our mission is to help everyone own their own intelligence and be independent of big AI labs.
Introducing River Recipes: our open-source initiative for turning promising research into vetted, reproducible training recipes.
Our first recipe tackles text-to-SQL, where our trained open models beat GPT-6 Astra Pro and Claude Opus 5.5 on Arcwise-Plat for less than 1% of the cost.
Read the full breakdown and explore the recipe ↓
river.ai/achieving-frontier-…
Albert retweeted
The Gospel is the good news of Jesus Christ: God created us, we all sin and fall short of His glory (Romans 3:23), but He sent His Son who lived sinlessly, died on the cross for our sins, and rose again. Whoever believes in Him receives forgiveness and eternal life (John 3:16; Ephesians 2:8-9).
Albert retweeted
Congrats to the Ivo AI (@heyivoai) team on releasing Ivo Sage: an open-source frontier legal model trained on the River API. We’re excited to see customers use our API to push the open frontier forward!
At Inscribe, Ivo’s first user conference, we announced three developments advancing contract intelligence:
→ Ivo Collaborate: Run contracting from intake through negotiation, approval, and signature—with AI reading each agreement, applying legal’s guardrails, routing by risk, and capturing negotiation intelligence.
→ Ivo-Micro1 Contract Bench: A new benchmark developed in collaboration with @micro1_ai for measuring the judgment required in contract review—not just how many edits an AI makes, but whether those edits are actually effective.
→ Ivo Sage: An open-source model built in partnership with @river_ai_inc, post-trained for contract work. It went from scoring 70% on the Legal Agent Benchmark (LAB) Contracts benchmark to 91%, with comparable quality to frontier models and higher token efficiency at a fraction of the cost.
We’re releasing Ivo Sage and its research and evaluation record so others can study and build on the work.
Read the full recap: ivo.ai/blog/heres-everything…
Albert retweeted
We put together a $1.1B round for @river_ai_inc to build American leadership in open weights.
Frontier labs push the boundary of humanity, but open weights empower humanity, putting intelligence into everyone's hands.
@ibab has built frontier capability three times over. Now he's making it something you can own.
.@river_ai_inc has a new vision for personal AI. We co-led River’s $1.1B funding round because we believe in @ibab's ambition to build open-weight models that individuals can train and improve continuously.
Watch @htaneja in conversation with Igor.
Chapters
02:22 — Co-Founding xAI
04:36 — An AI Experience You Own
05:59 — Betting Early on Open Weights
07:47 — How Do You Make Money on Free Models?
09:25 — Why the US Needs Its Own Open Models
11:27 — Enterprises Want to Control Their AI
13:36 — What Is Continual Learning?
16:56 — An API That Updates the Weights
19:17 — A Personal AI for Everyone
20:46 — The 20-Minute Training Run
River AI is hiring across multiple functions, from Research to Hardware to GTM: river.ai/careers.html
How do we create amazing personal AI? Here's a recent talk from River CEO Igor Babuschkin (@ibab) sharing our vision for personal AI and continual learning.
Albert retweeted
I went on the Unsupervised Learning podcast to talk about my experience working at the frontier of AI for the last 10 years and the future of AI, which I believe will become more and more open. Thank you Jacob for the great conversation!
"As a proprietary model builder, you're kind of starting to get squeezed in.”
That's @ibab’s take on where the biggest AI labs stand today. He explains how you need the models to get way better to keep margin, but at some level they may be too sensitive to release.
This week, I sat down with Igor on Unsupervised Learning. It was a fascinating conversation with someone who has real perspective on the questions everyone in AI is asking right now.
From DeepMind's StarCraft project to early reasoning work at OpenAI to co-founding xAI, Igor has had a front-row seat to nearly every major AI breakthrough. He's now the co-founder of River AI, building individualized, locally-run AI models.
We discuss:
▪️Why proprietary model labs might be in trouble
▪️What it's like working with Elon
▪️Building Colossus in 120 days
▪️Should enterprises train their own models
▪️What’s left for humans as models get better
▪️Why he left xAI to bet on personal local AI instead
▪️The three bets River is taking
▪️What's stopping AI from moving beyond coding
▪️Reflections on the rapid pace of the past years
0:00 Intro
1:17 Writing Fiction on Where AI Is Headed
4:46 Cracking Agents Beyond Coding
10:29 Why Igor Left to Start River
12:22 River's Three Big Bets
18:06 Weights vs. Memory: The Personalization Debate
22:04 Should Enterprises Train Their Own Models?
25:10 Are Proprietary Labs Losing Their Edge?
32:16 The China Open-Source Problem
44:19 The Elon Call That Started xAI
50:18 Thoughts on Cursor Acquisition
52:16 What's Actually Bottlenecking AI
56:55 Humans, Machines, and Staying Relevant
1:01:29 Igor's Odds This All Goes Well
YouTube: youtu.be/0aBTpoCX_A8
Spotify: bit.ly/4h3UJWt
Apple: bit.ly/4w0BCAs
API access is now open to all!
Also check out our open roles and apply at river.ai/careers.html
River API is now available to everyone.
Fine-tune and run RL on frontier open models. Fast, cheap, and scalable.
Go to console.river.ai/ to try it out!
Albert retweeted
We've received plenty of applications for the API waitlist and have opened up access to a number of enterprises and researchers already. We're improving the API based on your feedback, and we expect to open up to the public in the next few weeks.
Albert retweeted
River AI is building personal AI owned & shaped by you. We are hiring exceptional talent across the stack:
* Research
* Software Engineering
* Product Development
* Data
* Hardware, RTL Design Engineer
* Hardware, Design Verification Engineer
* Hardware, Physical Design Engineer
* Hardware, Performance Engineer
* Hardware, Compiler Engineer
* Open Application, Exceptional Talent
river.ai/careers
We are a small, elite team of researchers, builders, and pioneers from the world's leading AI labs. If you want to do the most ambitious work of your career alongside, apply today!
Albert retweeted
🇰🇷🇰🇷 Korea is Awesome 🇰🇷🇰🇷
For the first time ever, an imported vehicle became the best-selling car in South Korea and it’s the Tesla Model Y
Not just the best-selling EV
The best-selling vehicle overall
Historic moment in Hyundai and Kia’s home market 🇰🇷
May sales:
• Tesla Model Y: 8,762
• Kia Sorento: 7,836
• Hyundai Grandeur: 5,183
Tesla as a brand sold 10,866 cars in Korea last month, more than BMW and Mercedes-Benz combined
Even crazier: roughly one in three imported cars sold in Korea this year has been a Tesla
Tesla has now been the No. 1 import brand in Korea for four straight months
No imported model had ever done this before
A Tesla did
Albert retweeted
Starting in 2028, we will complement our mobile network with satellite connectivity from @Starlink. This will allow us to close the very last white spots in Europe - for example inaccessible terrain or protected natural areas.
More on this: telekom.com/en/media/media-i…
Catch the vision for xAI and our future! We are less than 3 years old with massive growth. And we’re rapidly hiring exceptional talent across all teams x.ai/careers
Albert retweeted
One Team 🚀
x.ai/news/xai-joins-spacex
Albert retweeted
One Team 🚀
x.ai/news/xai-joins-spacex