Matroid

Computer Vision Made Simple.

[Matroid @matroid]

Cerebras is expected to IPO on Thursday as $CBRS, a huge milestone for wafer-scale AI computing.

In 2020, Cerebras CTO and co-founder Sean Lie spoke at ScaledML about wafer-scale ML: https://t.co/0MaikXeFln

In 2026, he returned to ScaledML as Cerebras moved from a bold architecture bet to the public markets.

A good reminder that the mainstream often starts as a technical talk years earlier.

[Matroid @matroid]

“Optimizing systems algorithms for $20.”

@istoica05 shared how AlphaEvolve uses LLM-driven evolutionary search to improve hard algorithmic problems at minimal cost at Scaled ML 2026.

Building on FunSearch, this led to the optimization of automated systems at a new scale.

Full talk on YouTube.

[Matroid @matroid]

One missing fastener can cause NVH issues and customer complaints.

At Scaled ML 26, Mercedes-Benz shows how computer vision detects missing underbody bolts during buy-off.

The system must be reliable. It cannot unnecessarily stop the line. It must flag only real defects.

Full talk on YouTube

[Matroid @matroid]

Mercedes-Benz on real-world AI deployment 🚗

Implementing computer vision across a global manufacturing network means handling:

• Massive, diverse data
• Downtime that costs $600 to $800 per second
• Raising quality accuracy beyond human consistency

A practical look at AI inside brownfield automotive infrastructure.

Full video on Youtube!

#AI #MachineLearning #ComputerVision #Automotive

[Matroid @matroid]

AI > Sensors

During his Q&A Session at Scaled ML, @aelluswamy was asked if self-driving is possible using vision only.

Full talk on YouTube

[Matroid @matroid]

“500 years of data in a single day.”

That’s how @aelluswamy describes the scale of fleet data at Tesla.

Millions of vehicles. Continuous real-world learning. Faster iteration than any closed system.

Watch the full Scaled ML talk on YouTube: https://t.co/phcAzGBQXs

[Ansha Prashanth @captainAnsha]

#ScaledML 2026 was incredibly insightful & forward-looking! It was a privilege to listen to & learn from leaders who've shaped how we think about #systemsml today! Great talk by @istoica05 @matei_zaharia @aelluswamy @joespeez @aelluswamy et al. Awesome job @Reza_Zadeh @matroid !

[Reza Zadeh @Reza_Zadeh]

Tesla FSD deep dive, by VP of AI at Tesla, Ashok Elluswamy @aelluswamy
One big neural network consumes video, sound, telemetry, basic maps, & outputs at 36hz steering & speed. All run on an custom chip on car. Outstanding fleet data management, and way more! cc @elonmusk

[Databricks @databricks]

Databricks co-founders @matei_zaharia and @istoica05 will be speaking at #ScaledML 2026!

This event brings together the creators behind systems like Apache Spark™, CUDA, TensorFlow, ImageNet, Tesla FSD, and more to explore large-scale learning, distributed systems, and next-generation AI hardware.

Join us on January 29th: https://t.co/5hOMNs6UxI

[Matroid @matroid]

@megaserg @aelluswamy Fixed! 😅 Looks like this article is also mistaken https://t.co/uarxruDjN9

[Matroid @matroid]

Andrej Karpathy’s deep dive into AI for Full Self-Driving at Tesla is one of the best talks on large-scale vision systems.
Watch: https://t.co/cgD2ObN6Em

Talks like this define the spirit of ScaledML.
More: https://t.co/xrc8tZOn35

[Matroid @matroid]

Ilya Sutskever introduced the world to GPT-2 at ScaledML 2019. A landmark talk that showed where large-scale models were heading. https://t.co/ycX0pO7cV1

ScaledML 2026 continues that tradition of bringing breakthrough ideas to the world.
Register Today! https://t.co/fjf3yxMokd

[Matroid @matroid]

Bill Dally, Chief Scientist at Nvidia Research, Professor at Stanford, will be joining us at ScaledML. His work in parallel computing, architecture design, and system-level optimization has transformed how the world trains and deploys large models.
https://t.co/R68wUF2LcJ

[Matroid @matroid]

Hear from @Reza_Zadeh, CEO of Matroid and Stanford Professor, as he shares insights from building enterprise-scale computer vision systems used across manufacturing, aerospace, and critical infrastructure.
Register now: https://t.co/HAEW0xOeRa
2026SMLEarlyBird gets you 25% off

[Matroid @matroid]

Want to be ahead of the game on AI?

Check out this presentation from the first ScaledML, where Jeff Dean discusses how Google might use DL and their just-released framework, TensorFlow: https://t.co/pf3h422rgi

Be at the forefront of AI ->
https://t.co/2S1XVjdHjQ

[Matroid @matroid]

Jeff Dean discussed how Google might use DL and their just-released framework, TensorFlow, at the first ever ScaledML in 2016: https://t.co/S3WZTtnGKk

Be at the forefront of AI ->
https://t.co/dWBUDFXRqg
Discount Code 2026SMLEarlyBird for 25% off

[Matroid @matroid]

Learn from @RichardSocher, Founder & CEO of https://t.co/ktFf7qB28F and MP at AIX Ventures, as he speaks at ScaledML.

Register now! https://t.co/VhzWHonrBY
2026SMLEarlyBird for 25% off

[Matroid @matroid]

Ion Stoica and Matei Zaharia, Co-Founders of Databricks, are taking the stage at ScaledML. This is a rare opportunity to learn directly from two of the most influential thinkers in machine learning.

Registration is open: https://t.co/sNFIQcmf17
Promo 2026SMLEarlyBird - 25% off

[Matroid @matroid]

Relive the moment when Dave Patterson announced the Turing Award Winners at ScaledML 2019.
https://t.co/GxG05Pr2xJ

ScaledML 2026 registration is open now -> https://t.co/UVmLgtULju
2026SMLEarlyBird gets you 25% off

[Matroid @matroid]

Dave Patterson, Turing Award Winner, Professor Emeritus at Berkeley, is opening at ScaledML, the world’s leading forum for large-scale machine learning, distributed systems, & real-world AI engineering.

Register today with 2026SMLEarlyBird for 25% off -> https://t.co/I5X8waHIMT