The Keras community meeting call is starting now! Anyone is free to join the call (link in next tweet)
@fchollet
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ARC Prize Returns in 2025 to Advance AI Research
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ARC Prize will be back in 2025! We will continue to direct the efforts of the research community towards what we see as the most important unsolved problems in AI, and accelerate the timeline to AGI. Full technical report: https://
arcprize.org/2024/report All winners: -
ARC Prize 2024 Winners Announced with Record Performance Gains
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Today we're announcing the winners of ARC Prize 2024. We're also publishing an extensive technical report on what we learned from the competition (link in the next tweet). The state-of-the-art went from 33% to 55.5%, the largest single-year increase we've seen since 2020. The
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Deep Learning-Guided Program Synthesis: Growing Ideas Into Reality
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Now is the time for DL-guided program synthesis. The world is a garden — plant your ideas and watch them grow
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AGI Development: Tools for Human Control, Not Godlike Supremacy
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Unlike some people working on AGI, I don't want to create god. I want to give humanity the tools it needs to control its own destiny.
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ARC Prize Challenge Open to Solutions Using OpenAI API
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Consulting my heart… Ok, looks like you haven't. But whenever you have a SotA (or close) solution built on top of the OpenAI API we're more than happy to verify it and add it to the public ARC Prize leaderboard. Anything using less than $10k worth of API calls is eligible.
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François Chollet Leaves Google to Start New Company
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Some personal news — I'm leaving Google to go start a new company with a friend. More to be announced soon! I will stay deeply involved with the Keras project from the outside — you'll still find me active on the GitHub repo! At Google, I'm leaving the project in excellent
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Babies Invent Their Own Crawling Techniques Without Teaching or Genetic Programming
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Consider that babies start generally crawling from 6 month old. Remarkably, they aren't *taught* how to crawl. Nor is any crawling mechanism hardcoded in their DNA. They *invent* their own crawling technique — as a result, different babies crawl in completely different ways.
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Keras Longevity: Product-Market Fit Matters More Than Moats
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Keras was there before TensorFlow, and it will still be there long after TensorFlow is dead. As long as a product is able to maintain PmF, it will keep going. If you no longer have PmF, no moat will protect you in the long term. The rest ebbs and flows.
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Keras Celebrates 10 Years with 500K Daily Downloads
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Keras will turn 10 this March. As of late 2024, it's getting downloaded half a million times every day on average. I recently drafted a doc that had a section titled "Keras 2035".