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ts to Central London. Farage was, until Keir Starmer’s ouster, the bookies’ favorite to be the next UK Prime Minister. Meanwhile, in 2022, the largest tech companies in the world (Microsoft, Google, Meta, Amazon and NVIDIA) had hit a rough patch of flat-to-low growth after desperate measures had failed to help. While both the media and world governments were adept at making moves to sustain systemic thinking — that the system or systems know best and must be protected (we must prop up banks, we

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You can talk about what a pig wants. That’s very natural to us. But there are also more exotic things that we can usefully apply the intentional stance to. You can talk about what Microsoft, the corporation, wants. You can talk about corporations in general having the intention to do regulatory capture or to make profit. They’re not the same type of biological organism that humans and animals are. But the intentional stance often applies to them. I just think AI agents are another such system in

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te material set. Everything runs on consumer hardware, and everything is free to use, including commercially. Try on Comfy Cloud Why Trellis.2 still matters, ten months later When Microsoft open-sourced Trellis.2 in December 2025, it immediately became the best open-source model for 3D generative AI. A 4-billion-parameter model built on a compact structured latent representation (O-Voxel). It generates high-fidelity 3D assets from a single image at effective resolutions up to 1536³, handling com

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rgets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play invoice tennis with startup's $17,600 Claude bill; Starlink's plan to avoid orbital near-misses: Ephemeris sharing; Shai-Hulud worm makes jump to AI infrastructure with Tensorlake compromise; Dutch tax office ditches Microsoft 365 cloud for on-premises alternative Cisco, Nvidia team up to b

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h fired the first salvo at NVLink and NVSwitch when it was founded back in May 2024 by AMD, Broadcom, Cisco Systems, Google, Hewlett Packard Enterprise, Intel, Meta Platforms, and Microsoft; significantly, AMD is using Broadcom Tomahawk 6 Ultra Ethernet switches to run the UALink protocol for the scale up network inside of its “Helios” racks. UALink is just a memory atomic protocol for linking XPUs and GPUs and if you want CPUs and DPUs to share memory, nothing will stop you. So is the ESUN prot

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here these models work well and where they fall short. Downstream clinical applications will require additional multi-institutional and prospective validation. PODCAST SERIES Join Microsoft’s Doug Burger and guests as they dig into the fundamental truths about AI and how it will reshape the future. GigaPath and GigaTIME demonstrated what pathology foundation models can learn from whole slides and tumor tissue. GigaPath-Flash and GigaTIME-Flash are a step toward making those capabilities usable a

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, it’s figuring out how to make it affordable enough for a mass market. Xerox built the first personal computer with a graphical user interface, but companies like Apple, IBM, and Microsoft made the technology mainstream. Perhaps Unitree will play a similar role for quadruped robots — though as I’ll discuss later, Unitree’s robots now face legal restrictions in the United States. Sponsor message Tasklet — Run your business on agents AI agents are useful when they stop chatting and start doing. T

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uture attempts to block models may now come with a legal precedent for pushback. QUICK HITS ▸ Zan built a local Publisher-to-PDF converter Today’s workflow comes from reader Zan : Microsoft is retiring Publisher on Oct. 1, 2026. I have many .PUB files that I need to convert to PDFs before then, but I did not want to use online converters. I wanted a solution that would run locally on my computer. I worked with Claude to create a lightweight program that searches for .PUB files on a drive of my c

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tant. In the last year, neoclouds have signed deals with the biggest and most important companies in the world worth hundreds of billions. OpenAI, Anthropic, Google, Meta, SpaceX, Microsoft, Amazon, AMD, NVIDIA and many more well funded companies currently rent GPUs from neoclouds. Below is a summary to give you a sense of the size of this capacity, sourced from our industry leading Datacenter Model that tracks over 6,000 sites globally, including all the top neoclouds and neolabs. But there is

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nd associated hardware; Create demand for AI compute for its customers NVIDIA has succeeded in doing the first primarily by selling these GPUs to hyperscalers like Amazon, Google, Microsoft, Oracle, and Meta, who make up somewhere between 50% and 60% of its GPU sales depending on which analyst you ask. The rest comes from a mixture of unnamed “sovereign AI customers” and “neoclouds” — companies that exist to raise debt, buy NVIDIA GPUs, and put them in data centers to rent to theoretical AI cust

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lmost fourfold in how much their accuracy depends on where the speaker is from. Which zone is hardest is not fixed either. ibm-granite/granite-speech-3.3-2b is worst in the North, microsoft/VibeVoice-ASR-HF in the South, mistralai/Voxtral-Mini-3B-2507 in the East. If a single region were simply harder to transcribe, every model would rank the zones the same way. They do not, which points at the models rather than the audio. Region is one of twelve recorded attributes, and the zones above are a c

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et trackers, and collaboration platforms. That includes workflows for code review, incident response, feedback triage, and large engineering projects across GitHub, GitLab, Slack, Microsoft Teams, Jira, and other surfaces. As our feature set and customer base expanded, feedback volume surged. Success had created a new bottleneck: the faster we shipped, the more time we spent supporting what we had already built. Reports arrive in a Slack feedback channel dedicated to our team. They come from: Go

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ing the tank: they consume Flex Credits, they want more.” In October last year, Gartner warned users about the unplanned consumption of Flex Credits, alongside similar concepts in Microsoft and ServiceNow’s commercial portfolio. “These often require upfront usage commitments and can be credit-based, with rates that may change unilaterally by the vendor, exposing buyers to unexpected cost increases. While buyers may expect costs to decrease as usage scales, Gartner has seen no evidence of vendors

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into what founders can learn from Cursor’s approach to competition, hiring, enterprise sales, M&A, and company culture, including why the team remained unfazed by competitors from Microsoft to Anthropic and how its obsessive focus on product ultimately extended into every part of building the company. Matt Bornstein X; Linkedin is a general partner at Andreessen Horowitz focused on AI and data systems. is a general partner on the Growth team at Andreessen Horowitz, where she leads growth-stage i

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also tells us why he prefers to write code by hand, not with AI, and more. Takeaways from the conversation with Casey 1. DirectX might not exist without an “unauthorized” internal Microsoft project. DirectX is a very popular Microsoft library that standardized rendering on top of GPUs, used mostly for games. Casey tells how Chris Hecker built a library for fast on-screen rendering at Microsoft called WinG, which was never authorized; it was a total “Skunk Works” project. DirectX’s roots go back

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ough 2027. Why it matters: Google's in-house TPUs have been a good example of what a lab gains from owning its silicon, and the club is filling up fast with Anthropic, Amazon, and Microsoft also planning their own designs. If Jalapeño's numbers hold, OAI gets cheaper, faster tokens and a tighter, personalized design loop for each model after. The Rundown: Physical AI is the next frontier, but complex real-world variables and multimodal experimentation make building embodied systems a challenge.

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rtifacts Artifacts Design Design Design Connectors Connectors Connectors Plugins Plugins Plugins Skills Skills Skills Claude in Chrome Claude in Chrome Claude in Chrome Claude for Microsoft 365 Claude for Microsoft 365 Claude for Microsoft 365 AI agents AI agents AI agents Code modernization Code modernization Code modernization Coding Coding Coding Commerce Commerce Commerce Customer support Customer support Customer support Cybersecurity Cybersecurity Cybersecurity Legal Legal Legal Sales Sale

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rtifacts Artifacts Design Design Design Connectors Connectors Connectors Plugins Plugins Plugins Skills Skills Skills Claude in Chrome Claude in Chrome Claude in Chrome Claude for Microsoft 365 Claude for Microsoft 365 Claude for Microsoft 365 AI agents AI agents AI agents Code modernization Code modernization Code modernization Coding Coding Coding Commerce Commerce Commerce Customer support Customer support Customer support Cybersecurity Cybersecurity Cybersecurity Legal Legal Legal Sales Sale

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rgets 12.8 Tbps in a single optical pluggable TOP STORIES Anthropic asks users to stop being mean to Claude; '123456' password linked to Denmark data breach affecting 8.8M people; Microsoft and Anthropic play invoice tennis with startup's $17,600 Claude bill; Starlink's plan to avoid orbital near-misses: Ephemeris sharing; Shai-Hulud worm makes jump to AI infrastructure with Tensorlake compromise; Dutch tax office ditches Microsoft 365 cloud for on-premises alternative Cisco, Nvidia team up to b

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ne of AI’s most frustrating lies is that it sells itself as “autonomous” as it continues the depressing trend of software that blames the user for its failure to meet their needs. Microsoft, Google, Meta and Amazon have made their products increasingly-convoluted, then attached a supposedly-magical tool to them that somehow makes them more convoluted. You know what I’d love? Spell-check to work in Google Docs rather than putting a red squiggly line underneath and saying “yeah there’s probably so

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