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VentureBeat

Cohere VP says enterprise AI sovereignty requires control of the full agent stack

Hundreds of enterprise leaders and technical experts packed the main ballroom of the luxurious Hotel Nia in Menlo Park this week for VB Transform 2026 , the year's preeminent conference on using generative AI agents to drive business outcomes. Rachad Alao, vice president of product engineering at the rising Canadian enterprise AI startup Cohere, joined VentureBeat CEO and editor-in-chief Matt Marshall for a fireside chat about building agentic systems without surrendering sensitive data, infrast

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Cohere VP says enterprise AI sovereignty requires control of the full agent stack
Hacker News: Show HN

Show HN: Benchmarklist: track AI benchmarks (2.4k+), models, and capabilities

We’re launching BenchmarkList: one place to track AI benchmarks, models, and capabilities. It’s surprisingly hard to get a complete picture of what AI can and can’t do. Most of the attention goes to a handful of benchmarks focused on coding, math, and reasoning abilities. Meanwhile, researchers, companies, and domain experts are building incredible benchmarks and evals across healthcare, law, trades, and more. But this work is scattered across research papers, GitHub repos, model cards, websites

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AWS Machine Learning Blog

Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance

Built partnered with the AWS Generative AI Innovation Center (GenAIIC), AWS Partner AND Digital, and AWS account teams to create a scalable, AI-powered document processing engine that can classify, split, extract, evaluate, and reason over complex real estate finance documents. It reduces workflows that previously took days to minutes, supports hundreds of document types, and gives technical teams and industry experts a shared environment for building and improving document processors.

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Hacker News LLMLLMs

Inkling – Open-Weights 975B Parameter LLM

Article URL: https://thinkingmachines.ai/inkling/ Comments URL: https://news.ycombinator.com/item?id=48924929 Points: 119 # Comments: 4

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Hacker News FrontTools

Inkling: Our Open-Weights Model

Article URL: https://thinkingmachines.ai/news/introducing-inkling/ Comments URL: https://news.ycombinator.com/item?id=48924912 Points: 399 # Comments: 103

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AWS Machine Learning Blog

Agentic vision: Building visual intelligence with Amazon Bedrock and MCP servers

In this post, we walk you through the Computer Vision MCP Server, which illustrates this approach, representing how AI systems can process visual information and make intelligent decisions through a single, standardized interface. This convergence transforms what was once a complex integration challenge into a streamlined process, making AI capabilities accessible to a broader range of applications and developers.

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The Robot ReportRobotics

Icarus Robotics uses KULR technology to power JOY free-flying space robot

Under the agreement, KULR will supply its KULR ONE Space battery systems to power JOY’s onboard systems on the ISS. The post Icarus Robotics uses KULR technology to power JOY free-flying space robot appeared first on The Robot Report .

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Icarus Robotics uses KULR technology to power JOY free-flying space robot
The Guardian AIBusiness

Trump rails against New York’s statewide datacenter moratorium

<p>AI-friendly president shared a post saying governor Kathy Hochul should scrap the one-year policy ‘IMMEDIATELY’</p><p>Donald Trump railed against the New York governor, Kathy Hochul, for pausing the construction of large new datacenters, the resource-intensive facilities that power artificial intelligence.</p><p><a href="https://www.theguardian.com/us-news/new-york">New York</a> became the first US state to enact a moratorium on new datacenters on Tuesday, when Hochul signed an executive orde

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Trump rails against New York’s statewide datacenter moratorium
WiredBusiness

Thinking Machines Lab Drops Its First Model

Inkling, a 975-billion-parameter open source model, was trained to understand video and audio. It could help Thinking Machines establish itself among competitors like Anthropic and OpenAI.

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Thinking Machines Lab Drops Its First Model
The Verge

Suno snatched millions of songs from YouTube, Genius, and Deezer

Suno data obtained in a hacking incident has exposed that the AI music generator was trained by scraping millions of songs and lyrics from online audio platforms, including YouTube Music, Deezer, and Genius, 404 Media reports. Given that Suno has avoided revealing what's in its training datasets and how they were acquired, this a rare […]

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Suno snatched millions of songs from YouTube, Genius, and Deezer
Hacker News: Show HN

Show HN: Stemning AI

See yourself reimagined in every era — from 1950s glamour to Y2K pop culture, with authentic fashion, hairstyles, and photo aesthetics. Free with your own API keys Comments URL: https://news.ycombinator.com/item?id=48924432 Points: 1 # Comments: 0

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The DecoderBusiness

GPT-5.6 Sol reportedly disproves a 30-year-old statistics conjecture in 90 minutes after humans couldn't crack it

A University of Pennsylvania statistics professor used OpenAI's GPT-5.6 Sol Pro to disprove a central open conjecture about the Benjamini-Hochberg method in roughly 90 minutes. The predecessor model, GPT-5.5, couldn't find a solution even after 20 hours. The answer combines known methods in a new way, keeping the bigger question alive: can AI produce genuinely new knowledge, or does it just recombine what it already learned? The article GPT-5.6 Sol reportedly disproves a 30-year-old statistics c

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GPT-5.6 Sol reportedly disproves a 30-year-old statistics conjecture in 90 minutes after humans couldn't crack it
r/MachineLearningResearch

Looking for JEPA devil advocates [R]

<!-- SC_OFF --><div class="md"><p>I am currently doing research on world models, specially in tje field of robot learning, and, as probably most of you alredy know, JEPA-like models are mentioned over and over. </p> <p>I read the main recent papers from lecun as well as other research groups, and I personally think the whole approach is very promising and can really go somewhere.</p> <p>But after listening a bunch of the recent Y Lecun conferences his ideas looks even too cool compared to "liter

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Product HuntTools

Graft AI

<p> Turn company operations into a living map for agents </p> <p> <a href="https://www.producthunt.com/products/graft-ai?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/1197494?app_id=339">Link</a> </p>

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MIT Tech ReviewResearch

Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer

OpenAI has built an LLM super-hacker called GPT-Red that it uses as a sparring partner to help its other models boost their defenses against cyberattacks. Last week the company released the latest version of its flagship LLM, GPT-5.6. OpenAI says that training it against GPT-Red made the model its most robust release yet. GPT-Red automates…

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Hacker News: Show HN

Show HN: Painterly – Turn pictures into digital paintings without generative AI

Painterly is an application that "paints" input images stroke by stroke to produce digital paintings. GenAI is not used in any part of the production pipeline. There is a free demo available under Releases on the GitHub repo. Let me know what you think! Comments URL: https://news.ycombinator.com/item?id=48923842 Points: 7 # Comments: 1

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TechCrunch AIBusiness

Whatnot acquires Shaped to power real-time live shopping recommendations

Livestream shopping platform Whatnot has acquired AI startup Shaped, a machine learning company focused on real-time recommendations and search. The deal will bolster Whatnot’s personalization and discovery features as it expands into new product categories.

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Hacker News: Show HN

Show HN: Fork – Customize the web, just by asking

Fork lets you add features to any existing web app: describe what you want, and our coding agent builds it live. Some of our favorites: grouped table rows on Gmail (50 sec. demo: https://www.youtube.com/watch?v=JQ292bncO_c ), highlighting hold times and sharing on Google Calendar. Chrome extension (free, no login): https://chromewebstore.google.com/detail/fork-for-the-web/mf... We keep limited traces of coding sessions for 30 days to troubleshoot and improve Fork. No data from the apps is ever l

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Hacker News Ask

ChatGPT now defaults to Codex instead of chat:(

In the latest update in ChatGPT, when I open the hotkey to chat with ChatGPT, it opens codex. It's a little bit ridiculous because I used to use it for my knowledge questions, and now every time I try to open something, it goes to default to codex. Is this a mistake or a general direction? Comments URL: https://news.ycombinator.com/item?id=48923366 Points: 3 # Comments: 3

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Towards Data Science - Medium

Don’t Let Claude Grade Its Own Homework

Cross-provider PR review with Codex in GitHub Actions, and why a second opinion from a different lab beats any self-review The post Don’t Let Claude Grade Its Own Homework appeared first on Towards Data Science .

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Hacker News AILLMs

When does your AI writing turn into slop?

Article URL: https://www.manveerbhullar.com/writing/turing-window/ Comments URL: https://news.ycombinator.com/item?id=48923231 Points: 2 # Comments: 0

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