Tanishq Mathew Abraham, Ph.D.

@iScienceLuvr92k followers

CEO @SophontAI | Founder @MedARC_AI | PhD at 19 (2023) | ex Research Director Stability AI | Biomed. engineer @ 14 | TEDx talk➡

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1Mar 16, '23I got to try GPT-4's multimodal capabilities and it's quite impressive! A quick thread of examples... Let's start out with solving a CAPTCHA, no big deal63×1.2M2.9k467630
2Oct 22, '25This is actually kinda sad. Using ChatGPT in WhatsApp was a fun hack to use ChatGPT on flights for free.53.5×1M4.9k77649
3Feb 17, '25Have you heard of Cleo? Cleo was an account on Math Stack Exchange that was infamous for dropping the answer to the most difficult integrals with no explanation... often mere minut51.1×986k5.6k3202.5k
4May 13, '24The livestream demo is not the only cool part about GPT-4o Remember, GPT-4o is an end-to-end trained multimodal model! No one is reading the GPT-4o blog post which highlights so ma40.2×776k1.5k143952
5May 12, '23Very excited to share the news that I successfully defended my PhD research today! 🥳🎉 After 4 years 8 months in the @UCDavisGrad @UCDavisBMEGG graduate program, I am now Dr. Tani28×540k3.5k207149
6Mar 25, '25Wait GPT-4o can just one-shot stuff like this?! That's impressive...27.3×527k4.4k1251.1k
7Sep 19, '25This paper claims LLMs are better at selecting successful founders than VCs "We introduce VCBench, the first benchmark for predicting founder success in venture capital (VC)" "most27×521k2.3k2621.5k
8Jan 25, '25DeepSeek CEO's thesis is that in AI, there isn't any moat in being closed-source, but rather in having a talented team that can keep innovating25.3×488k4.9k6251.2k
9Aug 28, '24Diffusion Models Are Real-Time Game Engines abs: project page: Google presents GameNGen, the first game engine powered entirely by a neural model that enables real-time interaction24.8×479k1.9k380979
10Dec 28, '22Are you wondering how large language models like ChatGPT and InstructGPT actually work? One of the secret ingredients is RLHF - Reinforcement Learning from Human Feedback. Let's di24.1×465k2.5k5041.6k
11Oct 1, '25I unfortunately don't know much about mobile app and desktop software dev so I'm genuinely asking: WHY DO ALL COMPANIES RELEASE iOS/macOS PRODUCTS FIRST/ONLY??? How hard is it to r23.9×461k1.6k61401
12Feb 17, '25Large Language Diffusion Models Introduces LLaDA-8B, a large language diffusion model that pretrained on 2.3 trillion tokens using 0.13 million H800 GPU hours, followed by SFT on 423.5×454k1.7k2621.3k
13Dec 1, '24how does someone solve Advent of Code problem in 9 seconds??!!22.7×438k2.5k53361
14Nov 12, '25A NEW PAPER FROM YANN LECUN: LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics This could be one of LeCun's last papers at Meta (lol), but it's a really21.8×420k1.8k2511.4k
15Dec 10, '24Training Large Language Models to Reason in a Continuous Latent Space Introduces a new paradigm for LLM reasoning called Chain of Continuous Thought (COCONUT) Extremely simple chan19.6×378k1.9k2891.7k
16Jan 22, '25the contrast lol19.3×372k11k276392
17Nov 20, '23"feel the AGI"18.6×358k87993175
18Feb 26, '25Diffusion language models are SO FAST!! A new startup, Inception Labs, has released Mercury Coder, "the first commercial-scale diffusion large language model" It's 5-10x faster tha18.4×354k2.4k2481.8k
19Jan 6, '25US has teams building frontier models (OpenAI, Anthropic, etc.) Europe has teams building frontier models (Mistral, DeepMind, etc.) China has teams building frontier models (DeepSe18.1×350k2.8k150727
20Feb 10, '25Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach We study a novel language model architecture that is capable of scaling test-time computation by impl18.1×349k1.2k1871.1k
21Nov 5, '23xAI: Announcing Grok Grok-1 model card: The first model, Grok-0, was a 33B autoregressive LLM, and approached Llama-2-70b with half the training resources. Grok-1 surpasses that, a18×348k884133276
22Jan 20, '25Okay so this is so far the most important paper in AI of the year17.9×346k3k3272k
23Feb 28, '23Claude, @AnthropicAI's powerful ChatGPT alternative, was trained with "Constitutional AI". Constitutional AI is particularly interesting since it uses less human feedback than othe16.6×321k885113794
24Sep 24, '25SimpleFold: Folding Proteins is Simpler than You Think "we introduce SimpleFold, the first flow-matching based protein folding model that solely uses general purpose transformer bl14.9×288k1.3k135911
25Oct 20, '25DeepSeek released an OCR model today. Their motivation is really interesting: they want to use visual modality as an efficient compression medium for textual information, and use t14.4×278k1.1k138460
26Jan 29, '25Anyone who thinks DeepSeek just came out of nowhere should see this graph. For each model on this graph, weights, code, and detailed papers were released. This is a team with a str13.9×269k3.6k6221k
27Dec 26, '23Are you wondering how the new Mamba language model works? Mamba is based on state-space models (SSMs), a new competitor to the Transformer architecture. Here are 5 resources to hel11.7×226k1.2k1831.8k
28Dec 9, '24A new tutorial on RL by Kevin Patrick Murphy, a Research Scientist at Google DeepMind who also wrote several comprehensive, well-regarded textbooks on ML/DL. This ought to be a goo11.6×224k2.3k2613.4k
29Oct 22, '24Some people need to stop being so math-brained when writing their papers... Using 10 pages of math to explain 10 lines of code is super annoying.11.5×223k1.2k38120
30May 20, '25Google is releasing a diffusion language model let's goooooooo!11.5×222k1.7k87223
31Jan 2, '25Nostalgic for GPT-3 and its absolutely hilarious generated greentexts...11.4×221k6.2k202565
32Mar 17, '24xAI releases Grok-1 blog: code: Base model trained on a large amount of text data, not fine-tuned for any particular task. 314B parameter Mixture-of-Experts model with 25% of the w11.3×219k1.1k253397
33Mar 31, '25I have EXCITING news: I've started a company! Introducing Sophont We’re building open multimodal foundation models for the future of healthcare. We need a DeepSeek for medical AI, 11.2×217k1.2k107308
34Feb 28, '25Thinking about creating a medical AI group chat here on Twitter... If you're a researcher/engineer/clinician/etc. working in AI or medical AI, let me know if you're interested in j11×212k1.7k78487
35Jan 23, '25Yesterday was my last day at Stability AI. I had a great time over the past 2.5 years working with amazing colleagues on the cutting edge of AI research and development but now it 10.2×197k1.4k37226
36Feb 4, '25Language Models Use Trigonometry to Do Addition "We first discover that numbers are represented in these LLMs as a generalized helix, which is strongly causally implicated for the 10.1×195k2.3k3321.9k
37Mar 27, '25"A Manga Guide to DeepSeek-V3 Technical Report" from now on this is how I will post all papers 🤣9.8×190k1.8k167793
38Feb 8, '25Meta researchers used AI to predict the text a person was typing just from non-invasive brain recording! With EEG, their "Brain2Qwerty" model gets 67% of the characters wrong, but 9.4×182k1.4k243868
39Feb 4, '25It's so over for Ireland9.4×181k3.9k83205
40Nov 18, '23View post on X9.3×179k977150124
41Oct 21, '25Maybe computer vision is all you need lol To be fair that's how humans work, it isn't like language is a separate sense lol9.3×179k84656250
42Dec 10, '24The inventors of flow matching have released a comprehensive guide going over the math & code of flow matching! Also covers variants like non-Euclidean & discrete flow matc9.0×174k1.7k2722k
43Dec 12, '23Spotted at #NeurIPS2023: Disney Research demos a RL-trained remote control robot! Super impressive work!8.8×170k1.1k140149
44Sep 8, '25Having seen a few different blog posts like this, I am convinced that with a small team and limited funding it's possible to build a half decent, actually useful, text search engin8.4×162k1.1k681.2k
45Nov 16, '22I will attempt to explain the basic idea of how diffusion models work! ... in only 15 tweets! 😲 Let's get started ↓8.4×03.8k6682.8k
46Dec 13, '24Microsoft Phi-4 is announced! It's a 14B parameter LM trained heavily on synthetic data, with very strong performance, even exceeding GPT-4o on GPQA and MATH benchmarks! Currently 8.4×161k1.3k181491
48Nov 9, '25Recently, a tutorial/textbook on diffusion models was released on arXiv. Looks like a great resource, starts from the beginning, explaining diffusion models from variational, score8.1×157k1.2k1801.3k
49Dec 22, '24People are discovering how autoregressive image generation works lol7.9×152k1.4k22157
50Feb 6, '25If someone says RL is so simple and easy, ask them if they've read these blog posts 😄7.6×148k1.5k1492k
51Sep 15, '25so they lied to us 😭😭😭7.6×146k2.2k2868
52Apr 30, '24Google announces Med-Gemini, a family of Gemini models fine-tuned for medical tasks! 🔬 Achieves SOTA on 10 of the 14 benchmarks, spanning text, multimodal & long-context applicati7.4×142k1k200745
53May 8, '24The devil works fast but lucidrains works faster6.8×132k1.2k73218
54May 10, '25I would pay hundreds of dollars per month to cut down or eliminate the amount of sleep my body requires more people need to be working on this fr6.7×129k9894398
55Feb 19, '25YOLO v12???? you've got to be kidding me, why is there a new YOLO model like every 6 months lol6.6×127k1.2k64317
56Dec 15, '24View post on X6.6×127k2.1k166623
57Mar 14, '23GPT-4 release Med-PaLM2 announcement PaLM API release Claude API release6.5×125k1.1k137115
58Jan 20, '25I appreciate DeepSeek providing examples of failure, especially since these are ideas that have been widely discussed for achieving o1-style models. This is very rare to see in AI 6.4×124k1.4k138502
59Dec 17, '24Every day, you guys... 🤣🤣🤣6.4×123k2.9k10170
60Dec 28, '24This YouTube video by @welchlabs is a very approachable, concise explanation of LLM mechanistic interpretability and sparse autoencoders (SAEs). I highly recommend checking it out!6.3×122k1.8k2082k
61Jul 4, '25do you guys remember this lol6.2×120k2.6k36149
62Oct 12, '25Wow, I just reached a new milestone: 1000 CITATIONS! 🥳 I've been waiting for this one... Onto publishing more research!6.0×116k1.3k1680
63Apr 27, '22Awesome and surprising things you can do with Jupyter Notebooks ⬇6.0×03k5861.8k
64Apr 26, '24The @PyTorch team is developing a library for large model training called torchtitan 👀 They have scripts to train Llama-3 from scratch The library went public today on GitHub but 5.9×115k1.1k189615
65Mar 14, '25um what 😭5.8×112k1.3k654
66Mar 20, '25Course material for an MIT class "Introduction to Flow Matching and Diffusion Models", looks great if you want a principled and hands on understanding of diffusion models/flow matc5.4×103k1.5k2121.9k
67Dec 15, '21This is currently the most important network in deep learning! From helping to power search for billions of users to better understanding proteins, it does it all! Here are 10 of t5.3×02.5k5491.6k
68Jan 28, '25Part of the reason the public is shocked is that most of them have only played with ChatGPT 4o (in the free plan) so when they try a reasoning model like R1 they think China has ma5.2×101k1.4k76113
69Jun 19, '25Is there an RL group chat where people talk about latest methods, papers, practitioner advice, etc.? If not maybe I should make one?5.2×100k89015356
70May 16, '25They're blaming it on a single rogue employee lol5.1×99k1.5k2046
71Aug 15, '25I can't believe Grok Imagine is this bad... This is like 2023 level of quality... The xAI team definitely can do better 😭 And why is Elon proudly sharing this, come on...5.0×96k1k2737
72Apr 9, '25He is one of the best AI researchers of all time. A good reminder that you shouldn't over-index on signals like GitHub contributions4.7×91k1.6k55204
73Mar 15, '25A new YouTube video by Welch Labs that gives an awesome walk-through of how multi-latent attention works (one of the innovations of DeepSeek)! Check it out!4.7×91k1.6k1921.3k
74Jun 9, '25I don't even agree with the Apple paper but this is an extremely midwit take4.6×89k1.6k27102
75Aug 23, '21Just discovered this AMAZING website - "Deep Learning Drizzle" It is a constantly-updated list of machine learning/deep learning course materials that are taught by domain experts 4.6×02.1k6631.2k
76Dec 10, '24[MASK] is All You Need New paper from CompVis group, introduces a new method called Discrete Interpolants that builds on top of discrete flow matching, and connects it to masked au4.5×87k1.1k127744
77Aug 12, '25RLVR/RLHF libraries: • verl - ByteDance • TRL - HuggingFace • slime - Zhipu AI • prime-rl - Prime Intellect • ROLL - Alibaba • Nemo-RL - NVIDIA • AReaL - Ant Research • SkyRL - UC 4.2×82k9811051.1k
78Jun 2, '25How much do language models memorize? "We formally separate memorization into two components: unintended memorization, the information a model contains about a specific dataset, an4.1×79k1.1k163989
79May 31, '22Have you seen #dalle2 and #Imagen and wondered how it works? Both models utilize diffusion models, a new class of generative models that have overtaken GANs in terms of visual qual4.0×01.9k3881.3k
80Jun 20, '25This is pretty cool, a DeepSeek researcher open-sourced "nano-vLLM", a lightweight implementation of vLLM in ~1,200 lines of Python code benchmark with Qwen3-0.6B matches throughpu4.0×77k1k135848
81Nov 4, '25Google DeepMind release: Towards Robust Mathematical Reasoning Introduces IMO-Bench, a suite of advanced reasoning benchmarks that played a crucial role in GDM's IMO-gold journey. 3.8×73k937146504
82Oct 6, '25It's actually insane that ChatGPT has hit 800 million weekly active users. That's 10% of the entire world's population! 🤯3.3×64k8954849
83Aug 26, '22Research in AI is surprisingly more accessible to people with different backgrounds compared to other fields. Anyone (w/ relevant experience) can contribute to impactful research. 3.3×01.5k3201k
84Apr 16, '25I am telling you guys if you really want to truly grasp diffusion models you MUST read all of @sedielem's blog posts!!!3.3×63k1k1131.6k
85Sep 29, '22ICLR 2023 (a top ML/AI conference) submissions have been released, and do you know what that means? Time for mind-blowing papers! 🤯↓3.2×01.7k342833
86Jul 21, '25Kimi K2 paper dropped! describes: - MuonClip optimizer - large-scale agentic data synthesis pipeline that systematically generates tool-use demonstrations via simulated and real-wo3.1×60k949163577
88Apr 8, '24One of my favorite YouTubers, @3blue1brown, has put out an incredible video explainer about the attention mechanism! I highly recommend checking it out!2.9×55k1.1k129425
89Jan 13, '25born just in time to build ChatGPT wrappers2.6×50k9986553
90Aug 30, '21After you train a machine learning model, the BEST way to showcase it to the world is to make a demo for others to try your model! Here is a quick thread🧵on two of the easiest way2.5×01.3k222746
91Aug 31, '22So @StableDiffusion has various options and controls and one of the main ones is the sampler used for generation. Let's talk a little bit about these samplers since this has some i2.4×01.4k220619
92Feb 4, '22What matters most when training a neural network is how well it generalizes to unseen data. For neural networks, it turns out there's a simple principle that can allow you to under2.3×01.3k245612
93Dec 18, '23Perspectives on the State and Future of Deep Learning -- 2023 abs: Leading AI researchers write about their thoughts on the future of deep learning2.3×44k344108254
94May 20, '25Google coming after OpenAI, Meta, Apple, pretty much everyone today2.3×43k1.4k5060
95Sep 5, '24Ilya:2.2×43k8852324
96Aug 16, '21Annotated PyTorch Paper Implementations by @labmlai is an AMAZING resource: • Deep learning papers explained in-depth with code side-by-side • Constantly updated with some of the l1.9×01k216509
97Aug 20, '21The Tesla team discussed how they are using AI to crack Full Self Driving (FSD) at their Tesla AI Day event. They introduced many cool things: - HydraNets - Dojo Processing Units -1.8×01.3k236271
98Apr 6, '22How the machine learning community feels after PaLM and DALL·E 2 during this week:1.6×01.6k15598
99Apr 5, '22I had a great time chatting with @karpathy yesterday! We discussed a range of topics, from synthetic biology to ML conferences. What's funny is that we are about 2 hrs from each ot1.4×01.7k4143
100Mar 26, '21These new #DeepLearning models are getting huge!😅1.0×098811611

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