Native American actress: ICE called my Tribal ID ‘fake’
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Unveiling the BLEU Score: Your Guide to Judging Machine Translation Quality
Author(s): VARUN MISHRA Originally published on Towards AI. Unveiling the BLEU Score: Your Guide to Judging Machine Translation Quality Machine translation has come a long way, from clunky rule-based systems to sleek neural models like Transformers. But how do we know if a machine’s translation is any good? Enter the BLEU score — a go-to metric for evaluating machine translation quality. Short for Bilingual Evaluation Understudy, BLEU is like a judge that compares a machine’s output to human […]
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Google LiteRT NeuroPilot Stack Turns MediaTek Dimensity NPUs into First Class Targets for on Device LLMs
The new LiteRT NeuroPilot Accelerator from Google and MediaTek is a concrete step toward running real generative models on phones, laptops, and IoT hardware without shipping every request to a data center. It takes the existing LiteRT runtime and wires it directly into MediaTek’s NeuroPilot NPU stack, so developers can deploy LLMs and embedding models with a single API surface instead of per chip custom code. What is LiteRT NeuroPilot Accelerator? LiteRT is the successor of TensorFlow Lite. […]
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Google Denies Report Claiming It Plans to Bring Ads to Gemini Chatbot
Key Highlights: Google has been heavily criticized for sprinkling sponsored results across search results. No doubt, ads are one of the major driving forces of any company’s revenue. But when ads start getting in the way of how a user uses a product or service, things start to get annoying. Let’s be honest, we all hate ads, and when a new report circulated yesterday claiming that Google is mulling over the idea of showing ads in Gemini tools, […]
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AI Maps Titan’s Methane Clouds in Record Time
Methane clouds on Titan, Saturn’s largest moon, are more than just a celestial oddity — they’re a window into one of the solar system’s most complex climates. Until now, mapping them has been slow and grueling work. Enter AI: a team from NASA, UC Berkeley and France’s Observatoire des Sciences de l’Univers just changed the game. Using NVIDIA GPUs, the researchers trained a deep learning model to analyze years of Cassini data in seconds. Their approach could reshape […]
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A Neuro-Symbolic Architecture for Industrial Cognition
Author(s): Carlos Eduardo Favini Originally published on Towards AI. By Carlos Eduardo Favini Industrial AI — Image by Author 1. The Semantic Ceiling: Why Industrial AI Stalls After two decades of investment, roughly 70% of digital transformation initiatives fail to scale beyond pilot stages (McKinsey, 2023). Industry 4.0 delivered connectivity — sensors, networks, data lakes — but not cognition. The result: dashboards that monitor but don’t decide, models that predict but don’t understand, and automation that breaks when […]
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B Capital founding partner Kabir Narang leaves to launch new investment platform
Kabir Narang is laying the groundwork for a new investment platform slated for 2026.
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ElevenLabs just hit a $6.6B valuation. Its CEO says the real money isn’t in voice anymore.
ElevenLabs has made a name for itself building realistic AI voices. What started as two Polish engineers annoyed by terrible movie dubbing has grown into a profitable company now valued at $6.6 billion, doubling from just nine months ago. The company recently announced a $100 million tender offer led by Sequoia and ICONIQ, with participation from a16z and others, as […]
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The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel
Isolation Forest may look technical, but its idea is simple: isolate points using random splits. If a point is isolated quickly, it is an anomaly; if it takes many splits, it is normal. Using the tiny dataset 1, 2, 3, 9, we can see the logic clearly. We build several random trees, measure how many splits each point needs, average the depths, and convert them into anomaly scores. Short depths become scores close to 1, long depths close […]
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I Built a Tool That Turns 1-Hour YouTube Tutorials into 2-Minute “Code-Only” Memos
Author(s): Manash Pratim Originally published on Towards AI. Stop watching 20 minutes of “Hey guys, welcome back!” just to find one function. I have a confession. Image generated using AIThe article discusses the author’s development of a tool that efficiently extracts code from YouTube coding tutorials by utilizing the hidden transcripts that accompany the videos. The author details the motivation behind creating this tool, the technical stack used, and provides an overview of its efficacy, demonstrating significant time […]
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