new grads often ask me what they should be doing so they don't fall behind in the ai space. there's a lot, but its honestly super manageable. become intimate with model internals. proof based linear algebra. non-convex optimization. this is stuff you could've done in undergrad. it definitely takes some time and work, but its doable. have taste, have opinions. train a small model, then train a big one. vLLM internals, tensor parallelism. hand roll kernels. cluster orchestration. do you have opinions on synthetic data? why don't you? SFT, PPO, you should know this. learn Triton. everyone is reproducing papers now so you need to be doing more. do you know the semi supply chain? where are the bottlenecks? hardware, man, hardware. your little gpu rig erector set in your basement isnt gonna cut it. build a cluster, a big one. pretrain a 800B model. now postrain it. serve it to millions of people. you should be able to beat deepseek on some benchmarks now. its a lot to take in but it all snowballs. this what job security looks like from now on. do you want to work in tech or not
Elden Ring movie set footage has leaked online showing a practical recreation of the Church of Marika
The clips also appear to reveal crucifixion stakes and other props pulled straight from the game
@807Arnav The same resistance was observed when designer moved from Photoshop/CorelDraw to Sketch/Figma.
Working in figma is like painting, and working in ide is like sculpting. Both requires artists with a vision.
9K Followers 141 FollowingLecturer (Assistant Professor) of Chinese Politics at ANU | Chinese Politics, Political Economy, and Elite Politics | EV expert | Car guy for 30+ yrs | 陆风鸣
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Co-founder at @CobaltRobotics
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GoogleX, @SpaceX, @Harvard EE '15
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158K Followers 1K FollowingI help people and companies articulate and pursue their Ideal State. | https://t.co/muV0Un0Hi8, https://t.co/c9CkgMpaQw, https://t.co/z0T3GvB2Kn | Ex: Apple, Robinhood
834 Followers 107 FollowingMapping the chokepoints behind the chokepoint. Supply chain intelligence that finds mispriced assets before the market connects the dots.
8K Followers 1 FollowingHighly accurate Bengaluru rain forecast by Dr. Pradeep (PhD) @allindiaweather ! Views personal ! For educational purpose
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6K Followers 2 FollowingWe build small, specialized AI models so that intelligence can be fast, affordable, and invisible - embedded in the products that already do the work.
471K Followers 3K FollowingNVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.