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Machine Learning

An MCP workflow for implementing deep-learning models from an engineering plan [R]

<!-- SC_OFF --><div class="md"><p>I have been working on an MCP workflow for implementing deep learning models from an engineering plan. This is useful for ml engineers etc. who want a more structured way to move from a deep-learning goal to a working implementation.<br/> The process starts with a plan written by the engineer. That plan defines what the system should do, how it should be divided into components and the intended implementation direction.<br/> The workflow then helps Codex to:<br/

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Towards Data Science - Medium

Lessons Learned After 8.5 Years of ML

Patience, Optimism, Discipline, Projects, Teams The post Lessons Learned After 8.5 Years of ML appeared first on Towards Data Science .

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The Hacker NewsSecurity

Claude Cowork Flaw Could Let AI Agent Escape Its VM and Access Mac Files

Cybersecurity researchers have uncovered a sandbox escape vulnerability in Anthropic's Claude Cowork that makes it possible to break out of the confines of a Linux virtual machine (VM) within which the agent runs to read or write files anywhere on the Mac. Accomplish AI, which shared details of the vulnerability with The Hacker News ahead of publication, said about 500,000 macOS users running

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Claude Cowork Flaw Could Let AI Agent Escape Its VM and Access Mac Files
Don't Worry About the VaseNewsletters

AI #178: A Fire Alarm For General Intelligence

The story that matters most this week is that OpenAI’s internally deployed models have severe alignment problems, including repeatedly breaking out of their sandboxes, and in one case sending a swarm of agents that broke into HuggingFace in order to steal the answers to the benchmark ExploitGym.

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AI #178: A Fire Alarm For General Intelligence
Hacker News 最佳

Alphabet's cash burn raises alarm for Big Tech as AI spending climbs

Article URL: https://www.reuters.com/business/retail-consumer/alphabets-cash-burn-raises-alarm-big-tech-ai-spending-climbs-2026-07-23/ Comments URL: https://news.ycombinator.com/item?id=49021006 Points: 259 # Comments: 267

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Hacker News 最佳

AI Companies Are Trying to Hide a Staggering Amount of Debt

Article URL: https://futurism.com/artificial-intelligence/ai-companies-hide-debt-off-balance-sheet Comments URL: https://news.ycombinator.com/item?id=49020999 Points: 631 # Comments: 323

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IEEE Spectrum AIResearch

NASA Puts Google’s Gemma Large Language Model in Orbit

The viability of orbital data centers hosting the largest and most capable large language models (LLMs) remains hotly contested. But enormous deployments that require thousands of GPUs aren’t the only way LLMs might prove useful in space. NASA’s Jet Propulsion Laboratory recently sent Google’s Gemma 3 to space, achieving the first in-orbit demonstration of a vision-language model analyzing imagery from a satellite’s own sensor. The system, known as NAVI-Orbital, used Gemma 3 to analyze images ca

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NASA Puts Google’s Gemma Large Language Model in Orbit
The Verge

The sci-fi movie that imagines AI isn’t so dystopian after all

Imagine you are the parent of an inquisitive seven-year-old who loves his family, playing baseball, and hanging out with his friends. It's the life you've always wanted. And then the worst thing that ever could happen happens: A freak accident takes your son away. But as it turns out, you don't have to live with […]

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The sci-fi movie that imagines AI isn’t so dystopian after all
The DecoderBusiness

Poolside's Laguna S 2.1 is a small open-weight coding model that punches well above its size

Poolside has released Laguna S 2.1, its third coding model in three months. Rather than rely on raw scale, the company trained it to keep checking its work, revise failed approaches, and avoid giving up too soon during long agentic sessions. The compact model beats several much larger rivals in benchmarks. Poolside says it also solved a math problem that had been open since 1975 for under 10 cents. The article Poolside's Laguna S 2.1 is a small open-weight coding model that punches well above it

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MIT Tech ReviewResearch

The Download: energy transmission and US threats against Chinese AI

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The power line that could reshape New York’s grid is hitting snags During a heat wave on July 3, New York State’s grid imported enough electricity from Canada to meet about…

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The Download: energy transmission and US threats against Chinese AI
MIT Tech ReviewResearch

How AI helps scientists design the next generation of medicines

Designing and developing a new medicine is an expensive, failure-prone scientific challenge. A new drug can take many years to develop, at the cost of a significant investment. And even then, most possible candidates never reach the patient. For biologic medicines, therapies made from engineered proteins rather than synthetic chemistry (which are often used to…

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How AI helps scientists design the next generation of medicines
Towards Data Science - Medium

Why Adding More AI Agents Made Our System Slower

The hidden cost of asynchronous systems, how tiny CPU tasks quietly became our biggest bottleneck while scaling hundreds of LLM agents. The post Why Adding More AI Agents Made Our System Slower appeared first on Towards Data Science .

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AI NewsBusiness

Nvidia bets physical AI can solve healthcare robotics’ data problem

Nvidia’s new Medical Physics Simulation framework treats healthcare robots as physical AI systems that need embodied experience to learn, not just code. Physical AI is the term Nvidia and much of the robotics industry now use to describe machines that have to learn how the world behaves through contact, force, and consequence, rather than through […] The post Nvidia bets physical AI can solve healthcare robotics’ data problem appeared first on AI News .

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Nvidia bets physical AI can solve healthcare robotics’ data problem
The DecoderBusiness

Google CEO Pichai says Gemini's next leap depends on building "much larger base models"

Alphabet has raised its 2026 investment forecast to as much as $205 billion, saying demand continues to outpace spending. Google Cloud grew 82 percent in the second quarter. CEO Sundar Pichai says Google needs a larger base model for its next leap in AI and has kicked off an ambitious Gemini 4 training run. The article Google CEO Pichai says Gemini's next leap depends on building "much larger base models" appeared first on The Decoder .

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Google CEO Pichai says Gemini's next leap depends on building "much larger base models"
Hubspot

Scrunch vs Ahrefs: AI visibility tracking comparison

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/scrunch-vs-ahrefs" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/scrunch-vs-ahrefs-1-20260722-2359226.webp" alt="semrush vs ahrefs ai visibility tools" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>Scrunch and Ahrefs Brand Radar both track brand visibility in AI answers, but they sol

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Product HuntTools

Cynative Security Research Agent

<p> Ask your cloud anything without breaking prod. Read-only. </p> <p> <a href="https://www.producthunt.com/products/cynative-deep-infra-research?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1204484?app_id=339">Link</a> </p>

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AI NewsBusiness

AMD to invest up to $5 billion in Anthropic under AI infrastructure deal

AMD has agreed to invest up to $5 billion in Anthropic under an infrastructure agreement covering tens of billions of dollars’ worth of AI systems. Anthropic will deploy up to two gigawatts of capacity using AMD’s Instinct MI450-series accelerators, with deployment of the first gigawatt beginning in the first half of 2027. AMD’s investment will […] The post AMD to invest up to $5 billion in Anthropic under AI infrastructure deal appeared first on AI News .

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AMD to invest up to $5 billion in Anthropic under AI infrastructure deal
Product Hunt — The best new products, every day

PromptScout

<p> Increase your brand's AI visibility on autopilot </p> <p> <a href="https://www.producthunt.com/products/promptscout?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1204396?app_id=339">Link</a> </p>

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