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Rethinking the File System for the AI Era Even in 2025, we still manage files much like we did 40 years ago — navigating nested folders and relying on memory to recall filenames. It’s inefficient: knowledge workers waste an average of 19% of their time searching for information — nearly 8
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Key Questions to Address * High Data Volume vs. Performance Degradation * Technically, larger datasets increase the likelihood of performance degradation. * In the messaging business, however, heavy-data users are typically high‑impact creators (UPs). The business side does not accept technical downgrades for these users. * Challenge: How to ensure robust performance for
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Overview This document compiles and reorganizes a broad set of recent tech stories and Hacker News (HN) discussions — with added headings, bold emphasis, and clear grouping of points for improved readability. Highlights include major AI model launches, open-source community shifts, gaming on Linux, patent law changes, privacy legislation updates, and
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# Developer Experience and Platform Architecture **Renato Losio**: Today we’re going to discuss the architecture of the developer experience — where **product**, **platform**, and **operations** intersect. Our focus will be on **platform architecture**. Platform architecture doesn’t exist in isolation. It must support collaboration between: - Product teams - Operations -
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Introduction Hot on the heels of Tuesday’s Gemini 3 Pro release, Google has unveiled Nano Banana Pro — also known as Gemini 3 Pro Image. I’ve had several days of preview access, and it’s an astonishingly capable image generation model, especially for high-fidelity, multi-turn creative workflows. --- Core
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Meta Open-Sources Segment Anything Model 3 (SAM 3) Meta has officially released and open-sourced Segment Anything Model 3 (SAM 3) — a unified foundation model for promptable segmentation in images and video. SAM 3 can detect, segment, and track targets using text prompts or visual cues (points, boxes, masks). --- Why
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# Spring Framework 7.0 & Spring Boot 4.0 — November 2025 Release Overview Broadcom has released: - **[Spring Framework 7.0](https://spring.io/projects/spring-framework)** ([announcement](https://spring.io/blog/2025/11/13/spring-framework-7-0-general-availability)) - **[Spring Boot 4.0](https://spring.io/projects/spring-boot)** ([announcement](https://spring.io/blog/
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🚀 Google Unveils Nano Banana Pro — The Most Advanced Text-to-Image Model Yet Just days after the rave reviews for Gemini 3 Pro, Google has launched the Pro version of its top-tier text-to-image model — Nano Banana Pro. Since its debut, Nano Banana has stood unmatched. Now with this upgrade, Google has moved
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AI in the Lab: The Rise of LabOS, the AI Co‑Scientist > AI has read countless papers — but can it actually perform experiments? > LabOS is redefining that answer: an AI that can think, see, guide, and operate real-world experiments. > This marks the dawn of human–machine co‑
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Leadership in a Complex and Changing Business World In today’s fast-paced, uncertain business environment, one core question arises: > What enables some companies to continually innovate, survive cycles, and even reshape entire industries? The answer often lies in effective corporate leadership — particularly in the vision, decisions, and actions of
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Cloud CISO Perspectives — November 2025 (Second Edition) Welcome to the November 2025, Issue 2 of Cloud CISO Perspectives. In this edition, Phil Venables — Google Cloud’s Strategic Security Advisor, former CISO, and newsletter creator — explores: * The evolving role of the CISO in the age of AI * Why organizations should shift
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Gemini 3 Outperformed the Field — OpenAI Responds OpenAI has unveiled GPT‑5.1‑Codex‑Max, a major upgrade to its Codex model. Key highlights include: * No contextual window limit — continuous operation across millions of tokens for tasks lasting 24+ hours * Higher efficiency in complex task execution * Improved reasoning and reduced