Computer Vision Made Simple.
Joined April 2009
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- Following 15
- Followers 3,168
- Likes 351
217 Photos and videos
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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“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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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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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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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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“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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Matroid retweeted
#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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Matroid retweeted
Feb 2
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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Matroid retweeted
Jan 20
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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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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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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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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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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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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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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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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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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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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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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ScaledML is back!
The world’s leading forum for large-scale machine learning, distributed systems, and real-world AI engineering returns with an exceptional lineup of researchers, founders, and industry practitioners.
Seats are limited. Secure yours today: hubs.la/Q03TDPJt0
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