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Google Search Integrates AI-Powered Audio Overviews

2025-06-13

Google Search Integrates AI-Powered Audio Overviews

Google is testing a new feature that integrates AI-powered Audio Overviews directly into mobile search results. Enabled via Labs, this feature generates podcast-style AI discussions for specific queries. For example, searching “How do noise cancellation headphones work?” reveals a ‘Generate Audio Overview’ button. Clicking this generates a ~40-second overview featuring two AI ‘hosts’ discussing the topic and linking to source materials. Currently, this is US-English only.

(www.theverge.com)

AI

The $1.2B Lesson: How HP Killed Palm and WebOS

2025-06-13

The $1.2B Lesson: How HP Killed Palm and WebOS

This is the inside story of how HP acquired Palm for $1.2 billion, only to destroy its innovative WebOS platform within 49 days. The author, HP's former CTO, recounts his role in the acquisition, the subsequent leadership change, and the disastrous decisions that followed. He details the cognitive biases and flawed decision-making processes that led to the failure, highlighting the importance of systematic thinking frameworks in navigating innovation under uncertainty. He introduces his DECIDE framework as a solution to prevent similar catastrophes.

(philmckinney.substack.com)

Tech decision framework tech acquisition innovation failure

Escaping the Software Goliaths: Towards Freer and Safer Computing

2025-06-13

Frustrated with the expense, unreliability, and slowness of modern software, the author proposes an alternative: favor software with fewer users, infrequent updates, easy modification, and a thriving fork culture. Using his own journey with Lua and the LÖVE game engine as a case study, he details how to build a small, self-sufficient software ecosystem. He encourages readers to fork and modify existing software to meet their needs, ultimately achieving a more free and secure computing experience. This approach champions simplicity and practicality, challenging the drawbacks of traditional software development.

(akkartik.name)

Development

Beyond Hindley-Milner: A Tutorial on the Cubiml Compiler with Algebraic Subtyping

2025-06-13

This blog post series introduces Cubiml, a compiler tutorial built around a novel type inference system called "cubic biunification," an improvement on Algebraic Subtyping. It addresses the limitations of the Hindley-Milner system's lack of subtyping support, providing more powerful and intuitive type inference. The tutorial walks through the implementation of Cubiml with detailed code examples, covering booleans, conditionals, records, functions, let bindings, recursive let bindings, mutual recursion, and case type matching. The ultimate goal is a compiler that type-checks programs without requiring manual type annotations.

(blog.polybdenum.com)

Development

Gemini AI Boosts Google Workspace: Summarization for PDFs and Forms Arrives

2025-06-13

Gemini AI Boosts Google Workspace: Summarization for PDFs and Forms Arrives

Google is rolling out new Gemini AI features to Workspace, simplifying information retrieval from PDFs and form responses. Gemini's file summarization capabilities now extend to PDFs and Google Forms, condensing key details and insights for easier access. For PDFs, Gemini generates summary cards with clickable actions like 'draft a proposal' or 'list interview questions'. For Forms, it summarizes short-answer responses, highlighting key themes. A new 'help me create' feature automatically generates forms based on user descriptions, even incorporating data from other Google Workspace files. These features are rolling out in stages throughout June and July, with varying language support.

(www.theverge.com)

AI AI Summarization

The Surprisingly Unequal Outcome of Random Wealth Distribution

2025-06-13

The Surprisingly Unequal Outcome of Random Wealth Distribution

A simple experiment: 100 people, each with $100, randomly redistribute their money each round. What do you expect? Not equal distribution! Simulations show wealth inequality rapidly emerges and persists. Why does this seemingly fair, random process generate winners and losers? The article delves into this, analyzing the phenomenon from graph theory and probability perspectives, drawing parallels to the Boltzmann distribution in physics. It finds that even slight randomness leads to extreme wealth concentration, with a few possessing most of the wealth while many have almost nothing. This isn't a fluke; it's an inherent system property.

(quomodocumque.wordpress.com)

Misc random process

Aperiodic Tiling with a Single Monotile: Hats, Turtles, and SAT Solvers

2025-06-13

In 2023, David Smith, a retired printer technician, discovered a single shape, dubbed the "Hat," capable of aperiodically tiling the infinite plane, creating a sensation in mathematics. This blog post explores this discovery and delves into using SAT solvers—a relatively unknown family of algorithms—to solve the tiling problem for finite regions. It uses Sudoku as a warm-up example, then explains how SAT solvers find tilings for the Hat and a related shape, the "Turtle." The article culminates in the introduction of the "Spectre," a new monotile that alone aperiodically tiles the plane, solving a long-standing mathematical problem. An accompanying app lets readers experiment with these fascinating tiles and their tiling patterns.

(www.nhatcher.com)

Misc SAT Solvers

Human Cells Beat in a Pig Embryo Heart for the First Time

2025-06-13

Human Cells Beat in a Pig Embryo Heart for the First Time

A groundbreaking achievement in scientific research! Chinese scientists have successfully grown pig embryos containing human heart cells that survived for 21 days, with the tiny hearts beginning to beat. This research offers a potential solution to the global organ shortage. The team used gene editing to knock out two genes crucial for heart development in pig embryos and then injected human stem cells. Human cells successfully participated in heart formation, growing to the size of a human heart at a similar developmental stage. While the embryos eventually did not survive beyond 21 days, this study provides invaluable experience for future organ growth in animals for transplantation.

(www.nature.com)

Tech organ transplantation

Luxe: A Cross-Platform Game Engine for Rapid Development

2025-06-13

Luxe: A Cross-Platform Game Engine for Rapid Development

Luxe is a cross-platform, rapid development game engine for Mac, Linux, Windows, and Web, with console support in development. Easy to learn, it prioritizes a streamlined workflow for quickly expressing game ideas, focusing initially on 2D but also supporting powerful 3D rendering through a hardware-driven renderer. Written in C++, Luxe games are typically developed using a custom version of the Wren language, with plans for broader language support. Its modular design, fluid workflow, and human-centered approach make it ideal for solo developers and teams alike. A preview version is currently available, backed by comprehensive documentation and a supportive community.

(luxeengine.com)

Game

Six Design Patterns to Secure LLM Agents Against Prompt Injection

2025-06-13

Six Design Patterns to Secure LLM Agents Against Prompt Injection

A new paper from researchers at IBM, Invariant Labs, and other institutions introduces six design patterns to mitigate the risk of prompt injection attacks against large language model (LLM) agents. These patterns constrain agent actions, preventing arbitrary task execution. Examples include the Action-Selector pattern, which prevents tool feedback from influencing the agent; the Plan-Then-Execute pattern, which pre-plans tool calls; and the Dual LLM pattern, which uses a privileged LLM to coordinate an isolated LLM, avoiding exposure to untrusted content. The paper also features ten case studies across various applications, offering practical guidance for building secure and reliable LLM agents.

(simonwillison.net)

AI prompt injection

The Axiom of Choice: A Century of Debate

2025-06-13

This paper delves into the century-long debate surrounding the Axiom of Choice in mathematics. From Cantor's well-ordering principle to Zermelo's proof and introduction of the Axiom of Choice, the mathematical community engaged in heated discussions. The article deeply analyzes different forms of the Axiom of Choice, including the constructive and extensional versions, highlighting the issue with the extensional version: it violates the principle of 'you cannot get something from nothing'. Through proofs in constructive type theory, the paper reveals the relationship between the extensional Axiom of Choice, Zermelo's Axiom of Choice, and the topos-theoretic Axiom of Choice, concluding that the extensional Axiom of Choice is the correct rendering of Zermelo's Axiom in constructive type theory.

(research.mietek.io)

Misc mathematical foundations axiom of choice constructive mathematics

arXivLabs: Experimenting with Community Collaboration

2025-06-13

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved share arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners adhering to them. Got an idea to enhance the arXiv community? Explore arXivLabs!

(arxiv.org)

Development

Tattoy: Level Up Your Terminal with GPU-Powered Effects

2025-06-13

Tattoy: Level Up Your Terminal with GPU-Powered Effects

Tattoy is a terminal enhancement framework that renders graphics using UTF8 half-blocks, supporting GPU shaders and ShaderToy shaders, and provides a live-updating minimap of the terminal scrollback. It automatically adjusts text contrast, is compatible with existing shells and themes, and allows running commands in the background, such as audio visualizations or system monitors. Plus, Tattoy features a plugin system enabling developers to extend functionality using any language.

(tattoy.sh)

Development terminal enhancement GPU shaders plugin system

OxCaml: Supercharging OCaml for Performance

2025-06-13

OxCaml is a high-performance extension to the OCaml programming language developed by Jane Street. Serving as both their production compiler and an experimental platform, OxCaml aims to improve OCaml's suitability for performance-oriented programming. It offers safe, convenient, and predictable control over performance-critical aspects, focusing on fearless concurrency, memory layout control, and allocation management. While aiming for eventual upstream contribution, some OxCaml extensions are currently non-portable, resulting in libraries exclusive to OxCaml. Open-source and actively seeking experimental users, OxCaml enhances OCaml with quality-of-life improvements like polymorphic parameters and immutable arrays.

(oxcaml.org)

Development

Google Kills Off Android Instant Apps

2025-06-13

Google Kills Off Android Instant Apps

Google is sunsetting its Android Instant Apps feature in December 2025. This feature allowed users to try parts of an app without a full installation from the Play Store. Low developer adoption is the likely culprit, as creating the smaller, instant-enabled app versions required significant effort. While designed to improve user experience by offering faster app access and reduced storage needs, the high development overhead proved unsustainable.

(www.androidauthority.com)

Development Instant Apps

qrkey: Command-line Tool for Offline Private Key Backup with QR Codes

2025-06-13

qrkey: Command-line Tool for Offline Private Key Backup with QR Codes

qrkey is a command-line tool for generating and recovering QR codes from files for offline private key backup. It handles large files by splitting them into multiple QR codes and includes metadata for easy recovery and validation. Install via Homebrew (macOS), Docker, or see releases for other systems. Generate: `qrkey generate --in --out file.pdf`; Recover: `qrkey recover --in `.

(github.com)

Development private key backup

Lunar Photography Guide: From Beginner to Stunning Shots

2025-06-13

Lunar Photography Guide: From Beginner to Stunning Shots

This comprehensive guide covers everything you need to know about photographing the moon, from equipment selection to shooting techniques and post-processing. It walks you through choosing the right camera, lens, and tripod, as well as setting the correct parameters, composition tips, and post-processing techniques. Whether you're a beginner or an experienced photographer, this guide will help you capture stunning lunar images.

(astroimagery.com)

Misc Moon Photography Photography Tips

Reactive State Management in Python: A Practical Guide

2025-06-13

Reactive State Management in Python: A Practical Guide

This article explores reactive state management in Python using signals. Traditional approaches rely on manual updates, leading to bugs and maintenance headaches. Signals offer a declarative alternative, defining dependencies between states and automatically updating derived values. This solves common problems like forgotten updates, inconsistent states, and complex testing. The article details three core primitives: Signal, Computed, and Effect. Real-world examples demonstrate their use in microservice configuration, real-time dashboards, and distributed system monitoring.

(bui.app)

Development

Kyber: Hiring a Technical Account Manager for its AI-Powered Document Platform

2025-06-13

Kyber: Hiring a Technical Account Manager for its AI-Powered Document Platform

Kyber is hiring a Technical Account Manager to drive customer success for its AI-native enterprise document platform. Kyber's platform helps insurance companies consolidate 80% of their templates, reduce drafting time by 65%, and compress communication cycles by 5x. The company has seen 20x revenue growth and achieved profitability in the last 8 months, and has established strategic partnerships with industry leaders like Guidewire, Snapsheet, and PCMS. The role requires experience with enterprise SaaS products, excellent communication skills, and strong problem-solving abilities.

(www.ycombinator.com)

Startup

Google Cloud IAM Glitch Triggers Domino Effect, Disrupting Cloudflare and Anthropic

2025-06-13

Google Cloud IAM Glitch Triggers Domino Effect, Disrupting Cloudflare and Anthropic

A global Google Cloud IAM service outage at 10:50 AM PT on October 24th caused authentication failures across numerous GCP products. This impacted Cloudflare's Workers KV, leading to Access, WARP, and other Zero Trust service disruptions. Anthropic, a GCP customer, experienced file upload failures and increased error rates. The incident highlighted the interconnectedness of cloud services and the potential for cascading failures. Full service recovery took 7.5 hours.

(forgecode.dev)

Tech IAM outage cascading failure

The Vast Emptiness of Space: A Journey Across the Solar System

2025-06-13

This blog post vividly describes a virtual journey across the solar system, starting from Earth. It emphasizes the immense distances between planets and the vast emptiness of space, prompting reflection on humanity's smallness and greatness in the cosmos. Using analogies like movie lengths and driving times, the author translates astronomical distances into relatable concepts, exploring the limitations of the human brain in processing massive amounts of information and infinite space. The post ultimately suggests that this emptiness highlights the meaning of life's existence.

(joshworth.com)

Misc Astronomical Distances Human Perception

Musk's xAI Faces Backlash Over Memphis Data Center's Environmental Impact

2025-06-13

Elon Musk's AI company, xAI, is facing criticism for its Memphis data center, which relies on 35 methane gas turbines operating under a 'temporary' permit, bypassing federal emission regulations. These turbines, lacking crucial pollution control equipment, emit NOx and other hazardous air pollutants. xAI claims the temporary status exempts them from permitting requirements, but critics question this, particularly given the lack of initial investment in pollution control technology. The Guardian reports discrepancies between the number of active turbines and the mayor's claims, further fueling the controversy. The situation highlights a major environmental concern surrounding AI infrastructure development.

(simonwillison.net)

Tech

Meta Bets Big on Geothermal to Power its AI Boom

2025-06-13

Meta Bets Big on Geothermal to Power its AI Boom

Meta has partnered with XGS Energy to build a 150-megawatt geothermal power project in New Mexico, supplying clean energy to its data centers. This deal signifies a major step in Meta's commitment to renewable energy to fuel its booming AI infrastructure. XGS Energy's next-generation geothermal technology unlocks previously inaccessible resources, directly addressing the massive energy needs of AI and reducing carbon emissions. This initiative underscores Meta's sustainability goals while boosting the geothermal startup sector.

(www.theverge.com)

Tech Geothermal Energy

GetHooky: Never Forget to Lint Again!

2025-06-13

Tired of forgetting to run your linter before pushing to production? GetHooky is a cross-platform CLI tool that automatically tests and lints your code on commit or push. It's super easy to use—install once, use anywhere. Works with any project, in any language, and supports all Git hooks. Say goodbye to messy code and hello to efficient development!

(ezpieco.github.io)

Development

Spaceballs 2: Original Cast Returns for 2027 Sequel

2025-06-13

Spaceballs 2: Original Cast Returns for 2027 Sequel

After a 40-year wait, Spaceballs 2 is officially a go! Mel Brooks returns as a producer and will reprise his role as Yogurt. Original stars Bill Pullman (Lone Starr) and Rick Moranis (Dark Helmet) are also back. New additions include Keke Palmer and Lewis Pullman (Bill Pullman's son), playing Destiny and Starburst respectively. The film, described as a 'non-prequel, non-reboot sequel part two with reboot elements,' is slated for a 2027 release.

(www.ign.com)

Game Spaceballs 2 Mel Brooks Sci-fi Comedy

Meta AI's Privacy Nightmare: Your Private Chats Are Public

2025-06-13

Meta's new standalone AI app is facing a major privacy backlash. Conversations with the AI, including text, audio, and images, are publicly shared by default, unbeknownst to many users. Sensitive information, such as tax evasion inquiries, family members' potential involvement in crimes, and even home addresses and court details, have been exposed. Meta has not commented. This highlights a significant design and security failure by Meta and serves as a stark warning about the risks of publicly sharing AI conversations. Despite only 6.5 million downloads, the negative impact is spreading, fueled by online trolling.

(techcrunch.com)

Tech Privacy Leak

Foundation Models for Time Series Forecasting: A Real-World Benchmark

2025-06-13

Foundation Models for Time Series Forecasting: A Real-World Benchmark

Traditional time-series forecasting methods like ARIMA and Prophet are being challenged by a new generation of "foundation models." These models aim to bring the power of large language models (LLMs) to time-series data, enabling a single model to forecast across diverse datasets and domains. This article benchmarks several foundation models—Amazon Chronos, Google TimesFM, IBM Tiny Time-Mixers, and Datadog Toto—against classical baselines. Testing on real-world Kubernetes pod metrics reveals that foundation models excel at multivariate forecasting, with Datadog Toto performing particularly well. However, challenges remain in handling outliers and novel patterns, and classical models retain competitiveness for steady-state workloads. Ultimately, the authors conclude that foundation models offer significant advantages for fast-changing, multivariate data streams, providing more flexible and scalable solutions for modern observability and platform engineering teams.

(www.parseable.com)

AI time series forecasting foundation models

Artificial Sweetener Erythritol May Impair Brain Blood Vessel Health

2025-06-13

Artificial Sweetener Erythritol May Impair Brain Blood Vessel Health

Researchers at the University of Colorado Boulder have found that the artificial sweetener erythritol may harm essential cellular functions maintaining brain blood vessel health. Erythritol was shown to increase oxidative stress, disrupt nitric oxide signaling, increase vasoconstrictive peptide production, and decrease clot-dissolving capacity in human brain microvascular endothelial cells. While popular in low-calorie foods due to its sweetness and negligible impact on blood sugar, epidemiological studies have linked higher erythritol levels to increased cardiovascular and cerebrovascular events. This new in vitro study provides a cellular mechanism for this association, showing adverse effects on brain endothelial cell function and potentially increasing stroke risk. Further long-term and in vivo research is recommended to clarify the cerebrovascular consequences of repeated erythritol consumption.

(medicalxpress.com)

Tech erythritol brain health stroke risk

Go BitTorrent Client: A Work in Progress

2025-06-13

Go BitTorrent Client: A Work in Progress

This project implements a BitTorrent client in Go, handling torrent file parsing, peer discovery, and file downloading. Core functionalities are already implemented, including Bencode encoding/decoding, torrent file processing, peer communication, and download management for both single and multi-file torrents. Future development includes support for magnet links, the metadata exchange protocol, and DHT.

(github.com)

Development

Website Anti-Scraping: Anubis 1.19.1 Deployed

2025-06-13

This website uses Anubis (version 1.19.1), an anti-scraping system, to combat the server overload caused by aggressive scraping from AI companies. Anubis employs a Proof-of-Work mechanism similar to Hashcash; small-scale scraping is negligible, but large-scale scraping becomes significantly more expensive. This is a temporary solution; the ultimate goal is to identify and block malicious bots (e.g., headless browsers) to avoid impacting legitimate users. Please ensure JavaScript is enabled and plugins like JShelter are disabled for this website.

(codeberg.org)

Misc

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