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Matroid @matroid

Computer Vision Made Simple. matroid.com Palo Alto, CA Joined April 2009
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Matroid @matroid

4 weeks ago

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: hubs.ly/Q04gvg6l0 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.

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Matroid @matroid

4 months ago

“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.

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Matroid @matroid

4 months ago

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

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Matroid @matroid

4 months ago

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

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Matroid @matroid

4 months ago

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

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Matroid @matroid

4 months ago

“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: hubs.la/Q041RPp-0

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Ansha Prashanth @captainAnsha

4 months ago

#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 !

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Reza Zadeh @Reza_Zadeh

4 months ago

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

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Databricks @databricks

5 months ago

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: scaledml.org

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Matroid @matroid

5 months ago

@megaserg @aelluswamy Fixed! 😅 Looks like this article is also mistaken tesevo.com/blogs/tesla-ne…

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Matroid @matroid

6 months ago

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: hubs.la/Q03TDPHs0 Talks like this define the spirit of ScaledML. More: hubs.la/Q03TDFwl0

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Matroid @matroid

6 months ago

Ilya Sutskever introduced the world to GPT-2 at ScaledML 2019. A landmark talk that showed where large-scale models were heading. hubs.la/Q03TDM6m0 ScaledML 2026 continues that tradition of bringing breakthrough ideas to the world. Register Today! hubs.la/Q03TDGJM0

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Matroid @matroid

6 months ago

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. hubs.la/Q03TDCbn0

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Matroid @matroid

6 months ago

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: hubs.la/Q03TDGKz0 2026SMLEarlyBird gets you 25% off

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Matroid @matroid

6 months ago

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: hubs.la/Q03Tm5G50 Be at the forefront of AI -> hubs.la/Q03Tm4p80

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Matroid @matroid

6 months ago

Jeff Dean discussed how Google might use DL and their just-released framework, TensorFlow, at the first ever ScaledML in 2016: hubs.la/Q03TDz_x0 Be at the forefront of AI -> hubs.la/Q03TDBsl0 Discount Code 2026SMLEarlyBird for 25% off

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Matroid @matroid

6 months ago

Learn from @RichardSocher, Founder & CEO of hubs.la/Q03TDBW_0 and MP at AIX Ventures, as he speaks at ScaledML. Register now! hubs.la/Q03TDCwn0 2026SMLEarlyBird for 25% off

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Matroid @matroid

6 months ago

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: hubs.la/Q03VvbnM0 Promo 2026SMLEarlyBird - 25% off

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Matroid @matroid

7 months ago

Relive the moment when Dave Patterson announced the Turing Award Winners at ScaledML 2019. hubs.la/Q03TDzxS0 ScaledML 2026 registration is open now -> hubs.la/Q03TDwz10 2026SMLEarlyBird gets you 25% off

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Matroid @matroid

7 months ago

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 -> hubs.la/Q03TDtrG0

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