Siddharth Goyal @siddharth22dev
Code @RubrikInc, prev @Innovaccer @owasp linkedin.com/in/siddharth22/ Jaipur-Bangalore Joined March 2022-
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Namma Bengaluru has the best talent and the best weather but the worst infrastructure - if we fix garbage debris and roads, we can be among the best cities in the world. GBA has a great opportunity to do this. Let’s use collective will to do this @DKShivakumar @BBMPCOMM
Einstein wasted the second half of his life on a fruitless quest. In the second half of his life, von Neumann invented game theory, computer architecture, implosion nuclear weapons, cellular automata and weather prediction, among other things.
Daniel clearly hasn't seen the language balls.
Daniel clearly hasn't seen the language balls. https://t.co/eMqrNI7Khg
This is my lecture from 2 months ago at @Cornell “How do I increase my output?” One natural answer is "I will just work a few more hours." Working longer can help, but eventually you hit a physical limit. A better question is, “How do I increase my output without increasing…
Dopamine from information gathering is a dangerous drug. Your entire life will change the moment you stop looking for more information and start acting on the information you already have. Always get your dopamine from action.
This explains why LLaMA 4 failed. The tokens per parameter (TPP) is way off. You can’t defy scaling laws and expect miracles. === Llama 4 Maverick was 400B(17B active) and >30T tokens, TPP = 1764 Llama 4 Behemoth was 2T(288B active) and > 30T tokens, TPP = 104 DeepSeek v3 is…
This explains why LLaMA 4 failed. The tokens per parameter (TPP) is way off. You can’t defy scaling laws and expect miracles. === Llama 4 Maverick was 400B(17B active) and >30T tokens, TPP = 1764 Llama 4 Behemoth was 2T(288B active) and > 30T tokens, TPP = 104 DeepSeek v3 is…
We got a call from @xai 24 hours ago “We want to test Grok 4 on ARC-AGI” We heard the rumors. We knew it would be good. We didn’t know it would become the #1 public model on ARC-AGI Here’s the testing story and what the results mean: Yesterday, we chatted with Jimmy from the…
We got a call from @xai 24 hours ago “We want to test Grok 4 on ARC-AGI” We heard the rumors. We knew it would be good. We didn’t know it would become the #1 public model on ARC-AGI Here’s the testing story and what the results mean: Yesterday, we chatted with Jimmy from the…
Just opened a PR yesterday that will reduce the binary size PyTorch by 40% by adding 1 flag to NVCC With ~50M monthly of downloads of Pytorch, this one change will reduce global internet traffic by ~20PB. High impact changes like this is why I love OSS. github.com/pytorch/pytorc…
The best open-source reasoning model will be dropped next Thursday if everything goes well. OpenAI hasn't open-sourced an LLM since GPT-2 in 2019, so I'm excited. We’re hosting it on Hyperbolic. Buckle up.
🔍 SEAL and Red Team at @scale_AI present a position paper outlining what we’ve learned from red teaming LLMs so far—what matters, what’s missing, and how model safety fits into broader system safety and monitoring. 🔗 scale.com/research/red_t… 📝 scale.com/blog/rethink-r…
🔍 SEAL and Red Team at @scale_AI present a position paper outlining what we’ve learned from red teaming LLMs so far—what matters, what’s missing, and how model safety fits into broader system safety and monitoring. 🔗 scale.com/research/red_t… 📝 scale.com/blog/rethink-r…
there’s a palpable tension in the air as hundreds of AI researchers (including me!) quietly work nights and weekends trying to figure out the “right way” to scale RL math & code are not the universe we will not rest until post-training is as clean and elegant as pre-training
my favorite version of the finetuning argument is Smolin’s theory that universes “reproduce” via black holes, and the conditions that are optimal for black hole production also happen to be near optimal for creating life unclear whether true but it’s a fun idea
my favorite version of the finetuning argument is Smolin’s theory that universes “reproduce” via black holes, and the conditions that are optimal for black hole production also happen to be near optimal for creating life unclear whether true but it’s a fun idea https://t.co/2Im5LV12JW
@rpoo Good treatment of the Anthropic Principle / fine tuning here: bretthall.org/an-anthropic-u… @ToKTeacher
our universe is pretty rare in configuration space - if strong nuclear force were: * 1% weaker - stars wouldnt make much carbon preventing carbon based life & less heavy element production would delay planet formation & take longer for evolution to occur before stars die * 1%…
What if I told you that Jane Street made ₹36,500 crores from Indian markets in just 2 years, and ₹4,800 crores of that was allegedly through market manipulation? They turned India's stock market into their personal ATM using a strategy so clever. Here's the complete details 🧵
Inference-time procedures (e.g. Best-of-N, CoT) have been instrumental to recent development of LLMs. The standard RLHF framework focuses only on improving the trained model. This creates a train/inference mismatch. Can we align our model to better suit a given inference-time…
I got a cease and desist from DocuSign for my free SaaS. A couple of months ago, I saw a tweet from @awilkinson: “I just found out how much we pay for DocuSign and my jaw dropped. What's the best alternative?” Me being naive, I thought “how hard could would it actually be to…
Codeforces may ban Indians after what happened today.
The long-term goal of AI is to build models that can handle arbitrary tasks, not just ones they’ve been trained on. We hope our new *benchmark generator* can help measure progress toward this vision
The long-term goal of AI is to build models that can handle arbitrary tasks, not just ones they’ve been trained on. We hope our new *benchmark generator* can help measure progress toward this vision https://t.co/hFwiQZdlk6
India 10 year bond yield at 6.20% pa. US 4.60%. Gap of 1.60% is probably lowest I recollect. Will we 1 day see Indian yields lower than the US? Depends mainly on relative inflation, risk premium, trust, and liquidity, for global and domestic investors in these 2 countries!
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sagar kudva @SagarKudva
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Ravi Handa @ravihanda
52K Followers 5K Following I am building an AI agent for personal finance at https://t.co/egtJagFcW2 Want to help? [email protected]
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David @davidkish41
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Mr-IoT @v33riot
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Rifath Shaarook @riftron_
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Martin Shkreli @MartinShkreli
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Nikhil Mishra @nikhil__mishra
165 Followers 654 Following cofounder @tryflexprice (we're hiring) | Open Source pricing and billing stack for AI | prev @zomato
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Roberta Raileanu @robertarail
9K Followers 2K Following Senior Staff Research Scientist @GoogleDeepMind & Honorary Lecturer @UCL. ex @Meta|@MSFTResearch|@NYU|@Princeton. Llama-3, Toolformer, Rainbow Teaming, MLGym.
Angelica 🌐⚛️�... @AngelicaOung
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Brittany Hugoboom @BritHugoboom
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Crystal @crystalsssup
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1.4M Followers 568 Following Managing Editor, @NDTV, Anchor ‘India Matters’ @ 8pm Mon-Fri | ex-@IndiaToday | Founder, @Livefist | Author of the #IndiasMostFearless series
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Summer Yue @summeryue0
6K Followers 365 Following Safety and alignment at Meta Superintelligence. Prev: VP of Research at Scale AI, research at Google DeepMind / Brain (Gemini, LaMDA, RL / TFAgents, AlphaChip).
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38K Followers 2K Following descending cross-entropy to ascend entropy || prev research @OpenAI @CarnegieMellon '23
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maharshi @mrsiipa
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Jack Rae @jack_w_rae
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327K Followers 833 Following chief ai officer @meta, founder @scale_ai. rational in the fullness of time
Jiahui Yu @jhyuxm
18K Followers 929 Following Perception @OpenAI; previously co-led Gemini Multimodal @GoogleDeepMind. opinions are my own.
Hongyu Ren @ren_hongyu
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52K Followers 231 Following Chief Scientist @ Meta MSL. Formerly MTS @ OpenAI, PhD @ Stanford. I train models. All opinions my own.
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