[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @Hesamation ℏεsam ℏεsam posts on X about ai, agentic, math, llm the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXXX engagements in the last XX hours. ### Engagements: XXXXXXX [#](/creator/twitter::1836078160653246464/interactions)  - X Week XXXXXXXXX +78% - X Month XXXXXXXXX -XX% - X Months XXXXXXXXXX +275% - X Year XXXXXXXXXX +1,812% ### Mentions: XX [#](/creator/twitter::1836078160653246464/posts_active)  - X Week XX -XXXX% - X Month XXX +6% - X Months XXX +122% - X Year XXX +892% ### Followers: XXXXXX [#](/creator/twitter::1836078160653246464/followers)  - X Week XXXXXX +2.70% - X Month XXXXXX +7% - X Months XXXXXX +75% - X Year XXXXXX +645% ### CreatorRank: XXXXXX [#](/creator/twitter::1836078160653246464/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [social networks](/list/social-networks) [finance](/list/finance) [celebrities](/list/celebrities) [stocks](/list/stocks) [products](/list/products) **Social topic influence** [ai](/topic/ai) #5232, [agentic](/topic/agentic) #16, [math](/topic/math) #1548, [llm](/topic/llm) #15, [if you](/topic/if-you) #6146, [theory](/topic/theory) #1237, [youtube](/topic/youtube), [opensource](/topic/opensource) #36, [just a](/topic/just-a), [context engineering](/topic/context-engineering) #22 **Top accounts mentioned or mentioned by** [@karpathy](/creator/undefined) [@rasbt](/creator/undefined) [@hkproj](/creator/undefined) [@maximelabonne](/creator/undefined) [@jasonzhou1993](/creator/undefined) [@huggingface](/creator/undefined) [@camelaiorg](/creator/undefined) [@dhh](/creator/undefined) [@chipro](/creator/undefined) [@0xaabbccdd](/creator/undefined) [@dez_blanchfield](/creator/undefined) [@rome_viharo](/creator/undefined) [@novasarc01](/creator/undefined) [@martinmrmar](/creator/undefined) [@mrsiipa](/creator/undefined) [@princecanuma](/creator/undefined) [@oreillymedia](/creator/undefined) [@pranavrajpurkar](/creator/undefined) [@ylecun](/creator/undefined) [@iamanchadha](/creator/undefined) **Top assets mentioned** [Alphabet Inc Class A (GOOGL)](/topic/$googl) ### Top Social Posts Top posts by engagements in the last XX hours ""Computer science is not about computers. it's definitly not a science." this MIT professor has the most badass course opening" [X Link](https://x.com/Hesamation/status/1992349380670845084) 2025-11-22T21:48Z 45.5K followers, 214K engagements "she said it all. if you want to break into ai engineering this XX minute video sets you up with what you need to learn and how to learn it. start coding practice projects then move on building projects and learn software deploying and ML along the way" [X Link](https://x.com/Hesamation/status/1993453270296379409) 2025-11-25T22:54Z 45.5K followers, 57.8K engagements "this is so true hard work wont lead to success systems will. heres X simple principles to do the hard thing youre avoiding: X. trap yourself. tell people about your plan. delete distractions. assume a deadline. X. stop relying on willpower its not an infinite resource. every distraction you fight consumes that resource. X. lock the time place and trigger. put yourself in situations that trigger you to act (if-then algorithm) X. bring in checklists and structures like pilots and surgeons do. it must be simple and help you focus. X. you must BECOME the system. motivation doesnt drive repetition" [X Link](https://x.com/Hesamation/status/1995631528290705901) 2025-12-01T23:10Z 45.5K followers, 121.4K engagements "a senior engineer at google just dropped a 400-page free book on docs for review: agentic design patterns. the table of contents looks like everything you need to know about agents + code: advanced prompt techniques multi-agent patterns tool use and MCP you name it" [X Link](https://x.com/Hesamation/status/1962950394893447178) 2025-09-02T18:46Z 45.5K followers, 1.1M engagements "I switched from Windows to Mac recently. It has X developer benefits" [X Link](https://x.com/Hesamation/status/1974479953518624949) 2025-10-04T14:21Z 45.5K followers, 1.3M engagements "bro created an entire 16-hour free youtube playlist on how to build a DeepSeek model from scratch. it goes over the papers explains the theory and implements the code. Syllabus: attention mechanism fully explained multi-head latent attention grouped query attention everything about positional encodings mixture of experts (MoE) just start today with a laptop and motivation. playlist:" [X Link](https://x.com/Hesamation/status/1987308127579218188) 2025-11-08T23:55Z 45.5K followers, 976.7K engagements "a 45-minute masterclass on creating amazing ui with gemini X. asking a front dev to make something like this would cost a ton of fuss cash and sanity. now you can do it in a day. front is so cooked" [X Link](https://x.com/Hesamation/status/1994547643398131926) 2025-11-28T23:23Z 45.5K followers, 103.5K engagements "this is big. XX AI researchers from Bytedance Alibaba Tencent and other labs/universities just published a 300-page paper with surprising lessons about coding models and agents (data pre and post-training etc). key highlights: small LLMs can beat proprietary giants RL (RLVR specifically) gives small open-source models an edge over big models in reasoning. a 14B model trained with RLVR on high-quality verified problems can match the performance of OpenAI's o3. models have a hard time learning Python. mixing language models during pre-training is good but Python behaves different from" [X Link](https://x.com/Hesamation/status/1995924123575279815) 2025-12-02T18:32Z 45.5K followers, 116.2K engagements "she cooked with this video. being a top performer is easier than you think because everyone else is sabotaging themselves. heres a few simple principles: X. avoid short-form content and distractions. define no-screen times for yourself. X. practice discipline. exercise. make tiny consistent habits and set up your environment for success. X. any motivated person with internet access can learn anything at no cost. use the blessing of internet. X. surround yourself with motivated people and communities. X. the hard path is often empty. most people quite at the first sign of challenge. just" [X Link](https://x.com/Hesamation/status/1996370896727032175) 2025-12-04T00:08Z 45.5K followers, 430.1K engagements "hes talking about the critical key to learning anything. its active engagement. you must dance with the subject otherwise its just a number of unrelated theories floating around in your head. if its math solve problems. if its AI build projects. just do sth with it" [X Link](https://x.com/Hesamation/status/1996706637659476003) 2025-12-04T22:22Z 45.5K followers, 17.5K engagements "be Anthropic programming is done in X months acquire Bun open-source project actively maintained by programmers hire more programmers for Bun instead of forking it and developing it with Claude Code programming is done in X months repeat every X months" [X Link](https://x.com/Hesamation/status/1997443240946209173) 2025-12-06T23:09Z 45.5K followers, 102.9K engagements "he brings up the painful truth many programmers are facing rn. the current job market is nothing like what its used to be two years ago. but there are practical tips that are effective even in this situation: cold outreach has X% chance real connection and talk is a must dont spend XXX% your time applying build something while you apply or do open-source and share it on X or make YouTube videos (sell your skills) its so easy to get skeptical of your value and doubt yourself. remind yourself what youre worth. at the end of the interview ask feedback on what you did. asking after never works" [X Link](https://x.com/Hesamation/status/1997737670035014109) 2025-12-07T18:39Z 45.5K followers, 545.8K engagements "bro is XX created a customer service ai receptionist and shows the best cold call opener of all time. its a marketing masterclass 😂" [X Link](https://x.com/Hesamation/status/1993013802602774988) 2025-11-24T17:48Z 45.5K followers, 263.2K engagements "elon goes on a X hour podcast to speak to the Indian wanna-be entrepreneurs. he talks about: X and how people communicate simply what Starlink is about AI regulations H1B and immigration laws also pretty much any topic you can imagine. jumping right into it" [X Link](https://x.com/Hesamation/status/1995155206146085229) 2025-11-30T15:37Z 45.5K followers, 16.4K engagements "the whole argument of AI cannot generate knowledge and is constrained by the training data is such a superficial take its almost embarrassing. ideas dont come from magic ideas dont come from God ideas dont come from the heavens. yes current AI is limited but not by definition. if you reason refer to your knowledge and extrapolate you get ideas and solutions. thats what humans do. they obtain knowledge read books practice in real world learn from mistakes and suddenly get an idea in the shower. theres a lot to be done in the AI space and theres so much to learn about the human brain too. and" [X Link](https://x.com/Hesamation/status/1998081336532156422) 2025-12-08T17:24Z 45.5K followers, 6127 engagements "Andrej Karpathy beautifully explains the fundamental difference of learning between a human and an LLM. The book Im reading is a set of prompts for me to do synthetic data generation. It's by manipulating that information that you actually gain that knowledge. We have no equivalent of that with LLMs; they don't really do that. many of the best minds in this field think LLMs are not really learning anything and therefore are incapable of surpassing human-level intelligence" [X Link](https://x.com/Hesamation/status/1979311106012147739) 2025-10-17T22:18Z 45.5K followers, 896.7K engagements "bro listed X software skills that ai sucks at and you can master to gain a true edge in the coming years. take these seriously: system design: ai generates architectures and solutions like reading from a textbook. it's not grounded in reality. you as a human know the context better than any ai. you know the actual reality of what you need to build. product thinking and ux: ai is very bad at understanding what the users would want. the intricate empathy that's needed to understand the pain points of the users is what only you can possess. code security and review: ai doesn't think about" [X Link](https://x.com/Hesamation/status/1993851134516031881) 2025-11-27T01:15Z 45.5K followers, 112.5K engagements "this was the most important bit of the ilya interview imo. humans are not AGI and LLMs wont become like humans with more scaling. humans lack a huge amount of knowledge and have insanely good continual learning powered by extremely good reward functions (except for addiction) that guide them. and so its more about the learning rather than knowledge. the term AGI was coined as a response to the narrow AI which was only capable of intelligence in a specific domain (chess game code etc) but General intelligence is able to learn different topics because thats what learning is about. pre-training" [X Link](https://x.com/Hesamation/status/1994553983130599772) 2025-11-28T23:48Z 45.4K followers, 53.6K engagements "The biggest application of MCP servers: building them" [X Link](https://x.com/Hesamation/status/1971378280688447744) 2025-09-26T00:56Z 45.5K followers, 530.2K engagements "this figure is wild. agents dumb down with each step. this is common knowledge especially if you've worked with coding agents. they don't self-correct by reasoning they accumulate hallucination each step. take context engineering seriously don't rely on the LLM" [X Link](https://x.com/Hesamation/status/1991288397487292888) 2025-11-19T23:32Z 45.5K followers, 2138 engagements "context engineering is an essential skill and surprisingly simple to learn. a free 40-page guide just dropped with amazing diagrams to intuitively teach you about: how to architecture your agents retrieval chunking techniques prompting strategies architecture of agentic memory this is much more than just about context engineering it's a full entertaining guide on agents and all you must learn about them. get the guide: credits to @helloiamleonie for this image" [X Link](https://x.com/Hesamation/status/1995253982516666373) 2025-11-30T22:09Z 45.5K followers, 26.7K engagements "the most badassssss visualization of neural networks ive ever seen" [X Link](https://x.com/Hesamation/status/1997738096235082231) 2025-12-07T18:40Z 45.5K followers, 9753 engagements "I can't believe this goldmine repo exists for free. It's a free complete masterclass on everything you must know about Prompt Engineering. It has guides on how to design prompts common techniques (CoT few-shot meta) context engineering and much more. 📩 Bookmark this" [X Link](https://x.com/Hesamation/status/1976950088963703045) 2025-10-11T09:56Z 45.5K followers, 91.8K engagements "Karpathy spilled the formula of truly learning something: dont write blog posts dont do slides write the code arrange it get it to work if you can truly build it you can say you know it. build from scratch guys" [X Link](https://x.com/Hesamation/status/1979312278907555891) 2025-10-17T22:23Z 45.5K followers, 691.9K engagements "conspiracy theory: the reason they dont teach game theory in schools or most STEM majors is that they dont want you to realize when youre losing" [X Link](https://x.com/Hesamation/status/1986966331397218621) 2025-11-08T01:17Z 45.5K followers, 259.9K engagements "guys on LinkedIn are pretty serious about this JSON replacement. where tf did TOON come from" [X Link](https://x.com/Hesamation/status/1989753595018056128) 2025-11-15T17:53Z 45.5K followers, 869.6K engagements "he struggled with math but he learned a process so effective that he was accused of cheating. its very simple: X. learn how to learn what you need to learn (mentor books internet) X. distraction free focus X. do the damn thing A LOT X. work on your weakest points dont be afraid. dont just work on what your good at to feel better. X. dont be scared of testing yourself frequently X. get feedback. find someone if you can X. dont just memorize the answer. learn why its the answer why it works. the most effective part is finding a mentor who can hold you hand and save you from making a thousand" [X Link](https://x.com/Hesamation/status/1991662556264444061) 2025-11-21T00:18Z 45.5K followers, 375.1K engagements "if you're looking for a roadmap to get started on AI engineering this is a free repo to hold your hand along the way. it includes the courses youtube videos and blog posts all you need to self-learn critical topics: mathematics of machine learning ML and computer vision deep neural networks gen AI and RAG agentic AI reinforcement learning check it out here:" [X Link](https://x.com/Hesamation/status/1992020186925301980) 2025-11-21T23:59Z 45.5K followers, 52.8K engagements "bro packaged math and programming into a game and 1000s of people are playing it on steam. this looks so cool 🤯" [X Link](https://x.com/Hesamation/status/1992745890885566684) 2025-11-24T00:03Z 45.5K followers, 858.9K engagements "be Gabriel Petersson Swedish kid buy and sell Pokmon cards make 20k before even finishing puberty still have homework tho lol realize school is side-quest drop out at XX join Silicon Valley as founding engineer learn machine learning by just doing it sell AI to companies by literally knocking on their doors startup grind is real become CTO at XX build engineering team fastforward join Midjourney build worlds fastest image grid casually invent multithreaded canvas also tools for hyperparameter tuning also tools for dataset exploration also tools for things humans dont understand yo America let" [X Link](https://x.com/Hesamation/status/1993814222778908761) 2025-11-26T22:48Z 45.5K followers, 850K engagements "i still believe this repo is the best roadmap to learning LLMs. its designed by a solid expert and covers three paths for: LLM fundamentals LLM scientist LLM engineer you can start from scratch and learn the math ml architecture theory and code behind LLMs with free resources (notebooks youtube videos you name it.) this is probably the most starred ai roadmap repo on GitHub with 68K stars and also the most reliable one since its mapped out by @maximelabonne. Github:" [X Link](https://x.com/Hesamation/status/1994562489493667866) 2025-11-29T00:22Z 45.5K followers, 86.1K engagements "she talks about a critical learning mistake nobody really talks about. you shouldnt just manage your time but also your energy. heres how: your attention is a budget spend it wisely and when youre most energized (early morning late night etc. notice your energy patterns. practice boredom XX minutes a day. no screen just a dopamine fix. a walk staring at your toes anything. add some variety to what you do. switch things up. novelty creates dopamine. stack your habits. mix what you struggle to do with what you do everyday ( eg make coffee). the why of your learning will push you forward like" [X Link](https://x.com/Hesamation/status/1994951398278975820) 2025-11-30T02:07Z 45.5K followers, 561K engagements "be Sabrina Gonzalez Pasterski decide to build an airplane at XX finish it in X years by hand fly the plane yourself go to MIT and graduate in X years NASA offers you a job Jeff Bezos offers you a job you turn them all down youre built different" [X Link](https://x.com/Hesamation/status/1995267582945906889) 2025-11-30T23:03Z 45.5K followers, 148.6K engagements "Two Minute Papers just had a 22-min interview with Nobel Prize Winner John Jumper the lead scientist who headed the team at DeepMind that developed AlphaFold. 🧬 he shares the real story of how one of the biggest recent scientific breakthroughs was made from an ideal" [X Link](https://x.com/Hesamation/status/1996012389754634689) 2025-12-03T00:23Z 45.5K followers, 4362 engagements "Hugging Face just made fine-tuning 10x easier. they released HF skills that you can plug into Claude Code Codex and Gemini to: write training scripts submit jobs to cloud GPUs monitor the progress push the models to HF hubs it's not just for fine-tuning but also model evaluation paper publishing and dataset curation. building a solid HF profile can get you very far in AI space and there's no excuses anymore (unless for the 💸) you can read the guide on how to use this skill on this blog: @huggingface" [X Link](https://x.com/Hesamation/status/1996639491017019843) 2025-12-04T17:55Z 45.5K followers, 42K engagements "fine-tune a small LLM make a reasoning LLM RL an LLM on a game env build synthetic data make a coding agent build a deep research agent contribute to an agentic framework these are all hands-on projects that are worth XX online courses. just code something" [X Link](https://x.com/Hesamation/status/1997010121675690470) 2025-12-05T18:28Z 45.5K followers, 81.4K engagements "wait so you can randomly call a hiring manager and set up an interview and beat XXX applicants just with a phone call wtf does nobody talk about this" [X Link](https://x.com/Hesamation/status/1997017054650523653) 2025-12-05T18:55Z 45.5K followers, 168.3K engagements "hes got a point. the reason you struggle to learn math is that youre approaching it like any other subject. heres X principles of learning math: X. learn how each specific subject must be learned (meta-learning). theres two modes to learning: focused mode where you sit down and focus intensely and diffused mode where you go take a break after the grind. a lot of learning happens when you step away. youll see diminishing returns after too much study and no breaks. youre actually learning when you take a step away from learning. X. practice solving the problems not memorizing the textbooks." [X Link](https://x.com/Hesamation/status/1997086091862532158) 2025-12-05T23:30Z 45.5K followers, 60.9K engagements "this professor explains Game Theory so well it makes you want to learn it now" [X Link](https://x.com/Hesamation/status/1997742373372334525) 2025-12-07T18:57Z 45.5K followers, 896.3K engagements "this blog post is a must-read for any AI engineer or developer working with agents. it beautifully explains Prompt Caching and why it matters to cut costs simple techniques to preserve the cache and under-the-hood of what happens in the inference engines like vLLM. great work @dejavucoder" [X Link](https://x.com/Hesamation/status/1997989898410745986) 2025-12-08T11:21Z 45.5K followers, 24.9K engagements "hes talking about the paper that went viral just a few months ago. study shows AI literally gives you cognitive debt (makes you dumb af). heres what it means and how to avoid it. long-term reliance on AI will: reduce your reasoning ability kills your unique perspective weakens your learning power hurt your critical thinking the main reason when you remove the burden off your brain youre offloading your cognition to the AI. since your brain works like a muscle the abilities you dont use over time slowly disappear. you can avoid this if you remember how learning works. learning requires painful" [X Link](https://x.com/Hesamation/status/1998200591865016676) 2025-12-09T01:18Z 45.5K followers, 71.1K engagements "idk who made this but its so true 😂" [X Link](https://x.com/Hesamation/status/1998473914956366168) 2025-12-09T19:24Z 45.5K followers, 2.6M engagements "poor cs grads fighting with unemployment while mfs like this work at FAANG" [X Link](https://x.com/Hesamation/status/1998524368536875377) 2025-12-09T22:45Z 45.5K followers, 380.2K engagements "it's funny how everyone is losing their mind on LinkedIn over RAG everyday talking about a new one: Graph RAG Agentic RAG Naive RAG as if it's the foundation of AI. yet I have not seen any project that uses RAG in practice. apparently ChatGPT memory doesn't either :)" [X Link](https://x.com/Hesamation/status/1998890935393071353) 2025-12-10T23:01Z 45.5K followers, 23.7K engagements "hes the co-founder of Unsloth and appears on an interview sharing some valuable knowledge about performance engineering in LLMs and most importantly how to start working on open-source LLM optimization. everyone who knows what self-attention means should watch this" [X Link](https://x.com/Hesamation/status/1998892248210223269) 2025-12-10T23:07Z 45.5K followers, 31.3K engagements "he listed the top repos and resources for learning low-level GPU programming and working with inference engines. if you love LLMs youll love this too" [X Link](https://x.com/Hesamation/status/1999074108018164107) 2025-12-11T11:09Z 45.5K followers, 18.4K engagements "this is embarrassing its a mystery how Windows the most bloated OS still dominates consumer laptops" [X Link](https://x.com/Hesamation/status/1999106191645900889) 2025-12-11T13:17Z 45.5K followers, 139.4K engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@Hesamation ℏεsam
ℏεsam posts on X about ai, agentic, math, llm the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXXX engagements in the last XX hours.
Engagements: XXXXXXX #
- X Week XXXXXXXXX +78%
- X Month XXXXXXXXX -XX%
- X Months XXXXXXXXXX +275%
- X Year XXXXXXXXXX +1,812%
Mentions: XX #
- X Week XX -XXXX%
- X Month XXX +6%
- X Months XXX +122%
- X Year XXX +892%
Followers: XXXXXX #
- X Week XXXXXX +2.70%
- X Month XXXXXX +7%
- X Months XXXXXX +75%
- X Year XXXXXX +645%
CreatorRank: XXXXXX #
Social Influence
Social category influence technology brands social networks finance celebrities stocks products
Social topic influence ai #5232, agentic #16, math #1548, llm #15, if you #6146, theory #1237, youtube, opensource #36, just a, context engineering #22
Top accounts mentioned or mentioned by @karpathy @rasbt @hkproj @maximelabonne @jasonzhou1993 @huggingface @camelaiorg @dhh @chipro @0xaabbccdd @dez_blanchfield @rome_viharo @novasarc01 @martinmrmar @mrsiipa @princecanuma @oreillymedia @pranavrajpurkar @ylecun @iamanchadha
Top assets mentioned Alphabet Inc Class A (GOOGL)
Top Social Posts
Top posts by engagements in the last XX hours
""Computer science is not about computers. it's definitly not a science." this MIT professor has the most badass course opening"
X Link 2025-11-22T21:48Z 45.5K followers, 214K engagements
"she said it all. if you want to break into ai engineering this XX minute video sets you up with what you need to learn and how to learn it. start coding practice projects then move on building projects and learn software deploying and ML along the way"
X Link 2025-11-25T22:54Z 45.5K followers, 57.8K engagements
"this is so true hard work wont lead to success systems will. heres X simple principles to do the hard thing youre avoiding: X. trap yourself. tell people about your plan. delete distractions. assume a deadline. X. stop relying on willpower its not an infinite resource. every distraction you fight consumes that resource. X. lock the time place and trigger. put yourself in situations that trigger you to act (if-then algorithm) X. bring in checklists and structures like pilots and surgeons do. it must be simple and help you focus. X. you must BECOME the system. motivation doesnt drive repetition"
X Link 2025-12-01T23:10Z 45.5K followers, 121.4K engagements
"a senior engineer at google just dropped a 400-page free book on docs for review: agentic design patterns. the table of contents looks like everything you need to know about agents + code: advanced prompt techniques multi-agent patterns tool use and MCP you name it"
X Link 2025-09-02T18:46Z 45.5K followers, 1.1M engagements
"I switched from Windows to Mac recently. It has X developer benefits"
X Link 2025-10-04T14:21Z 45.5K followers, 1.3M engagements
"bro created an entire 16-hour free youtube playlist on how to build a DeepSeek model from scratch. it goes over the papers explains the theory and implements the code. Syllabus: attention mechanism fully explained multi-head latent attention grouped query attention everything about positional encodings mixture of experts (MoE) just start today with a laptop and motivation. playlist:"
X Link 2025-11-08T23:55Z 45.5K followers, 976.7K engagements
"a 45-minute masterclass on creating amazing ui with gemini X. asking a front dev to make something like this would cost a ton of fuss cash and sanity. now you can do it in a day. front is so cooked"
X Link 2025-11-28T23:23Z 45.5K followers, 103.5K engagements
"this is big. XX AI researchers from Bytedance Alibaba Tencent and other labs/universities just published a 300-page paper with surprising lessons about coding models and agents (data pre and post-training etc). key highlights: small LLMs can beat proprietary giants RL (RLVR specifically) gives small open-source models an edge over big models in reasoning. a 14B model trained with RLVR on high-quality verified problems can match the performance of OpenAI's o3. models have a hard time learning Python. mixing language models during pre-training is good but Python behaves different from"
X Link 2025-12-02T18:32Z 45.5K followers, 116.2K engagements
"she cooked with this video. being a top performer is easier than you think because everyone else is sabotaging themselves. heres a few simple principles: X. avoid short-form content and distractions. define no-screen times for yourself. X. practice discipline. exercise. make tiny consistent habits and set up your environment for success. X. any motivated person with internet access can learn anything at no cost. use the blessing of internet. X. surround yourself with motivated people and communities. X. the hard path is often empty. most people quite at the first sign of challenge. just"
X Link 2025-12-04T00:08Z 45.5K followers, 430.1K engagements
"hes talking about the critical key to learning anything. its active engagement. you must dance with the subject otherwise its just a number of unrelated theories floating around in your head. if its math solve problems. if its AI build projects. just do sth with it"
X Link 2025-12-04T22:22Z 45.5K followers, 17.5K engagements
"be Anthropic programming is done in X months acquire Bun open-source project actively maintained by programmers hire more programmers for Bun instead of forking it and developing it with Claude Code programming is done in X months repeat every X months"
X Link 2025-12-06T23:09Z 45.5K followers, 102.9K engagements
"he brings up the painful truth many programmers are facing rn. the current job market is nothing like what its used to be two years ago. but there are practical tips that are effective even in this situation: cold outreach has X% chance real connection and talk is a must dont spend XXX% your time applying build something while you apply or do open-source and share it on X or make YouTube videos (sell your skills) its so easy to get skeptical of your value and doubt yourself. remind yourself what youre worth. at the end of the interview ask feedback on what you did. asking after never works"
X Link 2025-12-07T18:39Z 45.5K followers, 545.8K engagements
"bro is XX created a customer service ai receptionist and shows the best cold call opener of all time. its a marketing masterclass 😂"
X Link 2025-11-24T17:48Z 45.5K followers, 263.2K engagements
"elon goes on a X hour podcast to speak to the Indian wanna-be entrepreneurs. he talks about: X and how people communicate simply what Starlink is about AI regulations H1B and immigration laws also pretty much any topic you can imagine. jumping right into it"
X Link 2025-11-30T15:37Z 45.5K followers, 16.4K engagements
"the whole argument of AI cannot generate knowledge and is constrained by the training data is such a superficial take its almost embarrassing. ideas dont come from magic ideas dont come from God ideas dont come from the heavens. yes current AI is limited but not by definition. if you reason refer to your knowledge and extrapolate you get ideas and solutions. thats what humans do. they obtain knowledge read books practice in real world learn from mistakes and suddenly get an idea in the shower. theres a lot to be done in the AI space and theres so much to learn about the human brain too. and"
X Link 2025-12-08T17:24Z 45.5K followers, 6127 engagements
"Andrej Karpathy beautifully explains the fundamental difference of learning between a human and an LLM. The book Im reading is a set of prompts for me to do synthetic data generation. It's by manipulating that information that you actually gain that knowledge. We have no equivalent of that with LLMs; they don't really do that. many of the best minds in this field think LLMs are not really learning anything and therefore are incapable of surpassing human-level intelligence"
X Link 2025-10-17T22:18Z 45.5K followers, 896.7K engagements
"bro listed X software skills that ai sucks at and you can master to gain a true edge in the coming years. take these seriously: system design: ai generates architectures and solutions like reading from a textbook. it's not grounded in reality. you as a human know the context better than any ai. you know the actual reality of what you need to build. product thinking and ux: ai is very bad at understanding what the users would want. the intricate empathy that's needed to understand the pain points of the users is what only you can possess. code security and review: ai doesn't think about"
X Link 2025-11-27T01:15Z 45.5K followers, 112.5K engagements
"this was the most important bit of the ilya interview imo. humans are not AGI and LLMs wont become like humans with more scaling. humans lack a huge amount of knowledge and have insanely good continual learning powered by extremely good reward functions (except for addiction) that guide them. and so its more about the learning rather than knowledge. the term AGI was coined as a response to the narrow AI which was only capable of intelligence in a specific domain (chess game code etc) but General intelligence is able to learn different topics because thats what learning is about. pre-training"
X Link 2025-11-28T23:48Z 45.4K followers, 53.6K engagements
"The biggest application of MCP servers: building them"
X Link 2025-09-26T00:56Z 45.5K followers, 530.2K engagements
"this figure is wild. agents dumb down with each step. this is common knowledge especially if you've worked with coding agents. they don't self-correct by reasoning they accumulate hallucination each step. take context engineering seriously don't rely on the LLM"
X Link 2025-11-19T23:32Z 45.5K followers, 2138 engagements
"context engineering is an essential skill and surprisingly simple to learn. a free 40-page guide just dropped with amazing diagrams to intuitively teach you about: how to architecture your agents retrieval chunking techniques prompting strategies architecture of agentic memory this is much more than just about context engineering it's a full entertaining guide on agents and all you must learn about them. get the guide: credits to @helloiamleonie for this image"
X Link 2025-11-30T22:09Z 45.5K followers, 26.7K engagements
"the most badassssss visualization of neural networks ive ever seen"
X Link 2025-12-07T18:40Z 45.5K followers, 9753 engagements
"I can't believe this goldmine repo exists for free. It's a free complete masterclass on everything you must know about Prompt Engineering. It has guides on how to design prompts common techniques (CoT few-shot meta) context engineering and much more. 📩 Bookmark this"
X Link 2025-10-11T09:56Z 45.5K followers, 91.8K engagements
"Karpathy spilled the formula of truly learning something: dont write blog posts dont do slides write the code arrange it get it to work if you can truly build it you can say you know it. build from scratch guys"
X Link 2025-10-17T22:23Z 45.5K followers, 691.9K engagements
"conspiracy theory: the reason they dont teach game theory in schools or most STEM majors is that they dont want you to realize when youre losing"
X Link 2025-11-08T01:17Z 45.5K followers, 259.9K engagements
"guys on LinkedIn are pretty serious about this JSON replacement. where tf did TOON come from"
X Link 2025-11-15T17:53Z 45.5K followers, 869.6K engagements
"he struggled with math but he learned a process so effective that he was accused of cheating. its very simple: X. learn how to learn what you need to learn (mentor books internet) X. distraction free focus X. do the damn thing A LOT X. work on your weakest points dont be afraid. dont just work on what your good at to feel better. X. dont be scared of testing yourself frequently X. get feedback. find someone if you can X. dont just memorize the answer. learn why its the answer why it works. the most effective part is finding a mentor who can hold you hand and save you from making a thousand"
X Link 2025-11-21T00:18Z 45.5K followers, 375.1K engagements
"if you're looking for a roadmap to get started on AI engineering this is a free repo to hold your hand along the way. it includes the courses youtube videos and blog posts all you need to self-learn critical topics: mathematics of machine learning ML and computer vision deep neural networks gen AI and RAG agentic AI reinforcement learning check it out here:"
X Link 2025-11-21T23:59Z 45.5K followers, 52.8K engagements
"bro packaged math and programming into a game and 1000s of people are playing it on steam. this looks so cool 🤯"
X Link 2025-11-24T00:03Z 45.5K followers, 858.9K engagements
"be Gabriel Petersson Swedish kid buy and sell Pokmon cards make 20k before even finishing puberty still have homework tho lol realize school is side-quest drop out at XX join Silicon Valley as founding engineer learn machine learning by just doing it sell AI to companies by literally knocking on their doors startup grind is real become CTO at XX build engineering team fastforward join Midjourney build worlds fastest image grid casually invent multithreaded canvas also tools for hyperparameter tuning also tools for dataset exploration also tools for things humans dont understand yo America let"
X Link 2025-11-26T22:48Z 45.5K followers, 850K engagements
"i still believe this repo is the best roadmap to learning LLMs. its designed by a solid expert and covers three paths for: LLM fundamentals LLM scientist LLM engineer you can start from scratch and learn the math ml architecture theory and code behind LLMs with free resources (notebooks youtube videos you name it.) this is probably the most starred ai roadmap repo on GitHub with 68K stars and also the most reliable one since its mapped out by @maximelabonne. Github:"
X Link 2025-11-29T00:22Z 45.5K followers, 86.1K engagements
"she talks about a critical learning mistake nobody really talks about. you shouldnt just manage your time but also your energy. heres how: your attention is a budget spend it wisely and when youre most energized (early morning late night etc. notice your energy patterns. practice boredom XX minutes a day. no screen just a dopamine fix. a walk staring at your toes anything. add some variety to what you do. switch things up. novelty creates dopamine. stack your habits. mix what you struggle to do with what you do everyday ( eg make coffee). the why of your learning will push you forward like"
X Link 2025-11-30T02:07Z 45.5K followers, 561K engagements
"be Sabrina Gonzalez Pasterski decide to build an airplane at XX finish it in X years by hand fly the plane yourself go to MIT and graduate in X years NASA offers you a job Jeff Bezos offers you a job you turn them all down youre built different"
X Link 2025-11-30T23:03Z 45.5K followers, 148.6K engagements
"Two Minute Papers just had a 22-min interview with Nobel Prize Winner John Jumper the lead scientist who headed the team at DeepMind that developed AlphaFold. 🧬 he shares the real story of how one of the biggest recent scientific breakthroughs was made from an ideal"
X Link 2025-12-03T00:23Z 45.5K followers, 4362 engagements
"Hugging Face just made fine-tuning 10x easier. they released HF skills that you can plug into Claude Code Codex and Gemini to: write training scripts submit jobs to cloud GPUs monitor the progress push the models to HF hubs it's not just for fine-tuning but also model evaluation paper publishing and dataset curation. building a solid HF profile can get you very far in AI space and there's no excuses anymore (unless for the 💸) you can read the guide on how to use this skill on this blog: @huggingface"
X Link 2025-12-04T17:55Z 45.5K followers, 42K engagements
"fine-tune a small LLM make a reasoning LLM RL an LLM on a game env build synthetic data make a coding agent build a deep research agent contribute to an agentic framework these are all hands-on projects that are worth XX online courses. just code something"
X Link 2025-12-05T18:28Z 45.5K followers, 81.4K engagements
"wait so you can randomly call a hiring manager and set up an interview and beat XXX applicants just with a phone call wtf does nobody talk about this"
X Link 2025-12-05T18:55Z 45.5K followers, 168.3K engagements
"hes got a point. the reason you struggle to learn math is that youre approaching it like any other subject. heres X principles of learning math: X. learn how each specific subject must be learned (meta-learning). theres two modes to learning: focused mode where you sit down and focus intensely and diffused mode where you go take a break after the grind. a lot of learning happens when you step away. youll see diminishing returns after too much study and no breaks. youre actually learning when you take a step away from learning. X. practice solving the problems not memorizing the textbooks."
X Link 2025-12-05T23:30Z 45.5K followers, 60.9K engagements
"this professor explains Game Theory so well it makes you want to learn it now"
X Link 2025-12-07T18:57Z 45.5K followers, 896.3K engagements
"this blog post is a must-read for any AI engineer or developer working with agents. it beautifully explains Prompt Caching and why it matters to cut costs simple techniques to preserve the cache and under-the-hood of what happens in the inference engines like vLLM. great work @dejavucoder"
X Link 2025-12-08T11:21Z 45.5K followers, 24.9K engagements
"hes talking about the paper that went viral just a few months ago. study shows AI literally gives you cognitive debt (makes you dumb af). heres what it means and how to avoid it. long-term reliance on AI will: reduce your reasoning ability kills your unique perspective weakens your learning power hurt your critical thinking the main reason when you remove the burden off your brain youre offloading your cognition to the AI. since your brain works like a muscle the abilities you dont use over time slowly disappear. you can avoid this if you remember how learning works. learning requires painful"
X Link 2025-12-09T01:18Z 45.5K followers, 71.1K engagements
"idk who made this but its so true 😂"
X Link 2025-12-09T19:24Z 45.5K followers, 2.6M engagements
"poor cs grads fighting with unemployment while mfs like this work at FAANG"
X Link 2025-12-09T22:45Z 45.5K followers, 380.2K engagements
"it's funny how everyone is losing their mind on LinkedIn over RAG everyday talking about a new one: Graph RAG Agentic RAG Naive RAG as if it's the foundation of AI. yet I have not seen any project that uses RAG in practice. apparently ChatGPT memory doesn't either :)"
X Link 2025-12-10T23:01Z 45.5K followers, 23.7K engagements
"hes the co-founder of Unsloth and appears on an interview sharing some valuable knowledge about performance engineering in LLMs and most importantly how to start working on open-source LLM optimization. everyone who knows what self-attention means should watch this"
X Link 2025-12-10T23:07Z 45.5K followers, 31.3K engagements
"he listed the top repos and resources for learning low-level GPU programming and working with inference engines. if you love LLMs youll love this too"
X Link 2025-12-11T11:09Z 45.5K followers, 18.4K engagements
"this is embarrassing its a mystery how Windows the most bloated OS still dominates consumer laptops"
X Link 2025-12-11T13:17Z 45.5K followers, 139.4K engagements