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Apple trained a large language model to efficiently understand long-form video

Apple researchers have developed an adapted version of the SlowFast-LLaVA model that beats larger models at long-form video analysis and understanding. Here’s what that means. The nerdy bits Very basically, when an LLM is trained to also understand video, it learns to split videos into frames, apply computer vision to extract visual features, analyze how those features change over time, and align all of that with language so it can describe or reason about the video in the form of text. One v

Payment platform Lava raises $5.8M to build digital wallets for the ‘agent-native economy’

A new startup, Lava Payments, aims to take on payment giants by building a solution for the modern web where AI agents now handle transactions for their customers. The idea came to founder Mitchell Jones after he left his earlier Y Combinator-backed fintech startup, Lendtable, as he began to experiment with AI. He saw the potential to build out a system that would make using AI and agent payments simpler and more developer-friendly. While experimenting with an AI app and trying to build what he

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An ambitious vision of a city built from lava

Venice, Italy CNN — Erupting from fiery volcanoes, lava has historically been an uncontrollable force that destroys buildings and neighborhoods in its wake. But what if that force could instead be redirected and harnessed to create whole cities? An ambitious project from Icelandic firm s.ap arkitektar, presented at this year’s Venice Architecture Biennale (running until November 23), proposes just that. Whereas lava naturally cools on the landscape to become volcanic rock such as basalt, “Lava

These Transcribing Eyeglasses Put Subtitles on the World

I knew the AI on these smart glasses worked pretty well once it told me that someone else in the conversation was being the socially awkward one. TranscribeGlass are smart eyeglasses that aim to do exactly what it says on the tin: transcribe spoken conversations and project subtitles onto the glass in front of your eyes. They’re meant for the Deaf and, primarily, the hard-of-hearing community who struggle to read lips or pick out a conversation in a loud room. Most face computers are graceless