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João Tomé
@emot
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Telling stories @Cloudflare. Previously journalist @Publico SIC @dinheiro_vivo, etc. Discoverer. Human🇵🇹. Tech, cinema, cars. Podcaster @madeintech01
Lisboa
Joined January 2009
RT @Cloudflare: Discover how a mix of cultural celebrations—from Western Christmas to Orthodox and Lunar New Year festivities—shaped global…
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@MrJamesMay is there an episode about Bartolomeu Dias and Portuguese "Naus" (from the 15th century)?
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This was such a fun project! It took a lot of work, but the data tells great stories (I like them). It reveals how different cultures celebrate Christmas/NYE uniquely, and shows very consistent patterns in each country's Internet usage during holidays year after year 📊🌏
Discover how a mix of cultural celebrations—from Western Christmas to Orthodox and Lunar New Year festivities—shaped global Internet traffic in 2024 vs 2023.
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@cgpliberal nice. convite da Joana :)? para a próxima faz parágrafos em cada ponto porque facilita a leitura.
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@ianbremmer It lasted for a few hours
In #SriLanka, a monkey-related incident at a grid substation caused an islandwide power outage, according to local authorities. Internet traffic dropped by as much as 48% after 05:45 UTC.
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RT @CloudflareRadar: In #SriLanka, a monkey-related incident at a grid substation caused an islandwide power outage, according to local aut…
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RT @CloudflareDev: Great vibes, amazing conversations, and an awesome crew! Huge thanks to everyone who joined us last night for our Happy…
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@insoniascarvao @VitordoBenfica está tudo muito inflamado. eu gosto do Lage e estou a torcer para que seja campeão. o resto, prefiro ignorar nesta altura (até porque se comete erros de parte a parte — a direção e quem critica por tudo e por nada. quando for para votar, logo escolho a direção.
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RT @backpinelabs: Durable Objects by @Cloudflare have changed the way I design full-stack services. This video explains why:
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🗒️
New 3h31m video on YouTube: "Deep Dive into LLMs like ChatGPT" This is a general audience deep dive into the Large Language Model (LLM) AI technology that powers ChatGPT and related products. It is covers the full training stack of how the models are developed, along with mental models of how to think about their "psychology", and how to get the best use them in practical applications. We cover all the major stages: 1. pretraining: data, tokenization, Transformer neural network I/O and internals, inference, GPT-2 training example, Llama 3.1 base inference examples 2. supervised finetuning: conversations data, "LLM Psychology": hallucinations, tool use, knowledge/working memory, knowledge of self, models need tokens to think, spelling, jagged intelligence 3. reinforcement learning: practice makes perfect, DeepSeek-R1, AlphaGo, RLHF. I designed this video for the "general audience" track of my videos, which I believe are accessible to most people, even without technical background. It should give you an intuitive understanding of the full training pipeline of LLMs like ChatGPT, with many examples along the way, and maybe some ways of thinking around current capabilities, where we are, and what's coming. (Also, I have one "Intro to LLMs" video already from ~year ago, but that is just a re-recording of a random talk, so I wanted to loop around and do a lot more comprehensive version of this topic. They can still be combined, as the talk goes a lot deeper into other topics, e.g. LLM OS and LLM Security) Hope it's fun & useful!
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