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18 posts · grouped by month · search and filter below
reading trails
Building with Bend
- the bend2 manifesto
- i built two bend2 extensions in a week
- a pytorch where a shape error doesn't compile
- bend-ml after the launch: copying was the cost, and the bug was in the compiler
- llama.bend: language models with typed weights and cache
- por que acredito que Bend pode tomar o lugar do Python em machine learning
From plan to practice
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202618 posts
oct·6
- 24por que acredito que Bend pode tomar o lugar do Python em machine learningdepois de construir matemática, inferência e treinamento em Bend, minha aposta ganhou exemplos concretos: tipos, provas, paralelismo e uma distância de desempenho que ainda precisa diminuirAI and machine learning · 12 minpt
- 18llama.bend: language models with typed weights and cachehow I ran three SmolLM2 models in Bend: attention, RoPE, typed weights, a causal cache, an RMSNorm error and the public results, including the limitsAI and machine learning · 33 minen·pt
- 17artificial intelligence didn't begin with ChatGPTfrom logic to neural networks, from winters to agents: a history of AI told from the beginning, with people, examples and visual experiments, requiring no programming or mathematicsAI and machine learning · 132 minen·pt
- 17you're not an AI expert (and that's fine)using a tool doesn't give you authority over an entire field. how to assess AI promises, recognize competence, and build depth without selling what you don't yet knowCareer and learning · 15 minen·pt
- 07bend-ml after the launch: copying was the cost, and the bug was in the compilerthe three days after the first post: the questions from the launch, a matrix stored in bands so GPT-2 uses 16 cores without copying its weights, a bend compiler bug found by reading the generated C, and the fix accepted into the official repositoryLanguages and compilers · 22 minen·pt
- 04a pytorch where a shape error doesn't compiletwo days building machine learning in bend2, from scratch: what a tensor, a type and a proof are, how a tokenizer and a network learn, why the first version was 1800 times slower, a gpu that looked useless, and every number, including the ones it losesAI and machine learning · 48 minupd · en·pt
sep·8
- 29i built two bend2 extensions in a weekone for vs code, one for neovim, neither with an official AST to build on. what they do, how they got made, and where it hurtLanguages and compilers · 11 minen·pt
- 19the bend2 manifestowhen the machine writes the code, review stops scaling and tests stop being enough. the answer is to declare the law and demand the proofLanguages and compilers · 8 minen·pt
- 18cryptography is a science of its ownfrom the scytale to post-quantum: what I wish I had been told about keys, hashes, signatures and TLS, why Turing is the hinge between cryptography and AI, and what I have broken in my own codeSecurity · 31 minen·pt
- 15binary check-inthe app I built so I wouldn't blow The Plan, and the thesis idea that showed up along the wayDevelopment · 6 minen·pt
- 09The Plana record of the why, the how, and the hour-cost of a five-stage study track to become a real AI/ML EngineerCareer and learning · 6 minupd · en·pt
- 09learning NLP without a solid DSA foundation (and paying for it)I started my AI Engineering track with NLP and found out the hard way that without data structures and algorithms I was just memorizing spaCy method callsAI and machine learning · 5 minen·pt
- 09joining SITAnew team at sidia, same thread my whole career has been pullingCareer and learning · 4 minen·pt
- 05career: there is no silver bulletThe long answer to the question I get every week in my DMs: which field to pick, how to study, and which platform is best. Spoiler: it depends, and that is not laziness on my part.Career and learning · 49 minen·pt
aug·3
- 16entropy and procrastinationthe second law of thermodynamics explains why more stimulus does not fix procrastinationPersonal and reflections · 4 minen·pt
- 15dev in manaus (yes, the rainforest one)the R&D ecosystem hiding in the middle of the Amazon, and why every dev raised here dreams of itCareer and learning · 8 minen·pt
- 14pixel dissolve, terminal rewritehow the theme and language switches on this site actually workDevelopment · 4 minen·pt