Control Theory Cuts AI Training Compute Costs
Training a large AI model is expensive, but MIT CSAIL researchers have helped develop a new approach that cuts compute costs. Using control theory, "CompreSSM" compresses models during training, shedding complexity. It makes models leaner & faster: https://t.co/8aGuzy7Mbq https://t.co/yXWqasArmy
MIT's OSGym Enables Scalable Training of Computer-Using AI
How do you train AI agents that can use computers like humans? 🧵 MIT CSAIL researchers introduce "OSGym": scalable OS infrastructure to improve the capabilities of computer use agents. It introduces large-scale training made possible by extensive infrastructure optimization: https://t.co/vALL4TL5BX
70 Years: From 3.75 MB to 1 TB Storage
What a difference 70 years makes: 3.75 MB in 1956 & 1 TB today. v/@JonErlichman https://t.co/2Lvxnyt3GN
Believe in Your Gift, Persevere, and Achieve
"Life is not easy for any of us, but what of that? We must have perseverance & above all confidence in ourselves. We must believe that we are gifted in something, & that this thing, at whatever cost, must be...
MIT Study Shows AI Progressing Rapidly Yet Steadily Across Jobs
A first-of-its-kind study from MIT measures how successful AI is in completing thousands of tasks done by workers in the US economy. Across these real-world tasks, they found that AI capabilities are improving quickly, but performance is rising smoothly: https://t.co/tAD0bDezIh https://t.co/brXTxFh62A
MIT's Contact Trust Region Enables Efficient, Reliable Manipulation
Where can linearized dynamics be trusted w/contact? MIT's "Contact Trust Region" answers this using manipulation theory, differentiable simulation & control. It enables manipulation w/less compute than RL, powering robots to be more energy-efficient: https://t.co/i0Uza8QveU https://t.co/7kaueisigy
Claude Prompt Accelerates App Building and Launching
A prompt you can use in Claude to help build & launch apps, v/@milesdeutscher. https://t.co/23ZKc5R5Nd
MIT's ChromoLCD Lets You Redesign Everyday Surfaces
What if you could "reprogram" the way everyday things like bags & walls look? MIT's "ChromoLCD" tool could bring that idea to life. It uses LCDs & LEDs to stamp high-res designs onto surfaces, possibly creating customizable fashion pieces & smart...
MIT Finds Space Beats Time in Computing Power
The MIT paper that showed space can be more powerful than time in computers. Full video: https://t.co/I9Qly22GGe https://t.co/9FP23XXkpp
Fourier’s 1822 Equation Powers Today’s MP3 Audio
Happy birthday Joseph Fourier, whose 1822 equation allows us to listen to mp3 audio files today: https://t.co/O7L4xdQ1oU https://t.co/Rxg4WrqWVn
AI Will Augment Executives, Upskill Secretaries
Graphing out where AI complements human work (e.g. chief executives) & where it could pressure them to learn new skills (e.g. secretaries). More details: https://t.co/59AK5OVnoQ Credits: xY2j-Ib2p9--NmEX-43- on Reddit & EBRD https://t.co/0qXOgPYYnN
Free Curated ML System Design Case Studies From 80+ Companies
A free repository of curated ML system design case studies from 80+ leading companies: https://t.co/Iu3SrfL13l v/@techNmak https://t.co/Ec3QmXNc4G
Use Claude Prompt to Master Prompt Engineering
A prompt you can use in Claude to help you master prompt engineering, v/@milesdeutscher. https://t.co/ImqzitAp1M