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AgenticSeek: A Private, Local Manus AI Alternative

2025-04-29
AgenticSeek: A Private, Local Manus AI Alternative

AgenticSeek is a fully local, voice-enabled AI assistant that autonomously browses the web, writes code, and plans tasks, all while keeping your data entirely on your device. Designed for local reasoning models, it ensures complete privacy and zero cloud dependency. It supports multiple programming languages and automatically selects the best AI agent for each task. The project is open-source and actively seeking contributors.

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(github.com)
AI

OpenBSD 7.7 Installation Quickstart

2025-04-27

OpenBSD 7.7 installation varies depending on your hardware architecture. This document provides a brief overview of installation methods for different architectures (amd64, arm64, i386, etc.), including installation from CD, USB, or network. For dual-boot setups, consult the corresponding INSTALL.* files. Additionally, the document briefly touches upon the OpenBSD ports system; newcomers are encouraged to refer to the relevant documentation.

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(www.openbsd.org)
Development Installation System Administration

Trump's Policies Fueling a Brain Drain: Who Benefits?

2025-04-12
Trump's Policies Fueling a Brain Drain: Who Benefits?

President Trump's administration is weakening America's appeal to talented immigrants. Recent actions, including detaining foreign nationals with valid visas and slashing research funding, are pushing skilled workers away. Tech companies are warning employees against leaving the country for fear of being barred from re-entry. This brain drain presents opportunities for other nations. Our analysis identifies the countries poised to gain the most.

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(www.economist.com)
Misc

WebGPU Sponza Demo: A Stunning Browser Graphics Showcase

2024-12-19
WebGPU Sponza Demo: A Stunning Browser Graphics Showcase

Georgi Nikolov's WebGPU Sponza demo showcases the impressive graphical capabilities of the WebGPU API. Users can navigate the scene using keyboard and mouse controls. However, this demo requires a modern browser with WebGPU support. Currently, Chrome 113+, the latest Firefox Nightly builds, and Safari Technology Preview support WebGPU. Update your browser to the latest version if you want to experience this visually impressive demo.

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(gnikoloff.github.io)
Development graphics rendering browser technology

Model Collapse: The Risk of AI Self-Cannibalization

2025-05-17

As large language models (LLMs) become more prevalent, a risk called "model collapse" is gaining attention. Because LLMs are increasingly trained on text they themselves generate, the training data drifts away from real-world data, potentially leading to a decline in model output quality and even nonsensical results. Research shows this isn't limited to LLMs; any iteratively trained generative model faces similar risks. While data accumulation slows this degradation, it increases computational costs. Researchers are exploring data curation and model self-assessment to improve synthetic data quality, preventing collapse and addressing resulting diversity issues.

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(cacm.acm.org)
AI model collapse

Google Ditches ccTLDs for Global Search

2025-04-15
Google Ditches ccTLDs for Global Search

Google is redirecting all its country-code top-level domain (ccTLD) versions (like google.fr, google.co.uk) to Google.com. This change, rolling out gradually over the coming months, is due to Google's improved ability to provide localized search results globally. While users shouldn't experience major disruptions, they might need to re-login or adjust search settings. The core search functionality remains unchanged.

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(searchengineland.com)
Tech ccTLD

Turo Car-Sharing App Implicated in Las Vegas Explosion and New Orleans Attack

2025-01-02
Turo Car-Sharing App Implicated in Las Vegas Explosion and New Orleans Attack

A Tesla Cybertruck rented through the Turo car-sharing app exploded in Las Vegas, killing one and injuring seven. Separately, a pickup truck rented via Turo was used in a deadly attack in New Orleans, resulting in 15 fatalities. President Biden ordered an investigation into a possible connection between the two incidents. Turo stated it's cooperating with law enforcement but hasn't found a link and admits it cannot fully verify all renter identities. The events raise serious questions about Turo's safety protocols and background checks, highlighting inherent risks in the sharing economy.

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(www.businessinsider.com)
Tech Cybertruck explosion New Orleans attack

Infisical Hiring: Senior Frontend Engineer for Open Source AI Security

2025-04-19
Infisical Hiring: Senior Frontend Engineer for Open Source AI Security

Infisical, the open-source security infrastructure platform backed by Y Combinator, Google, and Elad Gil, is seeking a senior design engineer to elevate the user experience of its rapidly growing platform. This role requires deep expertise in React and TypeScript, exceptional product design and UI/UX skills, and a collaborative spirit. You'll work closely with co-founders and the engineering team, translating product requirements into intuitive user experiences and leading frontend architecture for new product lines like Infisical PKI, Infisical SSH, and Infisical KMS. Competitive compensation, unlimited PTO, and a team with experience from companies like Figma, AWS, and Sentry are offered. If you thrive on challenges and rapid growth, this is your chance to shape the future of AI security.

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(www.ycombinator.com)
Development

The Limits of Trying Your Hardest in AI Development

2025-04-11

The author uses childhood memories of damming a creek to illustrate the limitations of striving for maximum effort in AI development. Initially, he painstakingly built small dams, only to later discover the efficiency of using a shovel. This victory, however, diminished the exploratory aspect of the game. Similarly, in work and life, achieving a goal (like a high-paying job) changes the rules of the game. The author argues that AI development should heed this lesson, focusing not only on creating powerful AI but also on potential risks and unexplored areas. Just like observing the tenacity of small clams in a tidal pool, attention to detail and nuance are crucial. Anthropic's recent report on educational applications seems to acknowledge this.

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(www.hgreer.com)
AI goal-oriented

Finding Solace in the Buzz: A Writer's Journey Through Grief and Bees

2025-04-13
Finding Solace in the Buzz: A Writer's Journey Through Grief and Bees

This essay recounts the author's journey through grief after the loss of her daughter, finding solace and unexpected wisdom in the world of bees and beekeepers. Following the lives of bees and beekeepers, from a Yemeni legend to scientists studying bee emotions, the author explores the resilience of life, the adaptive nature of grief, and the profound connections between humans and the natural world. The author finds healing and hope in the unwavering tenacity of bees.

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(emergencemagazine.org)
Misc grief healing human-nature connection bees

AI Conquers Tetris 99: Computer Vision and DFS Secure First Place

2025-02-03

Two programmers built "Jeff," an AI that plays Tetris 99 on the Nintendo Switch, using computer vision, a depth-first search algorithm, and a handcrafted utility function. Jeff captures the game screen via HDMI, analyzes the board state and upcoming pieces, and sends button commands to the Switch through a microcontroller. While initially aiming for webcam and Bluetooth control, they switched to an HDMI capture card and USB for simplicity. Overcoming challenges like visual effects and algorithm optimization, Jeff secured first place in a few games. The project highlights the power of combining computer vision and classical AI for real-time gameplay.

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(bpinzone.github.io)
Game

All-Female Crew Makes History with Blue Origin's Star-Studded Spaceflight

2025-04-14
All-Female Crew Makes History with Blue Origin's Star-Studded Spaceflight

Blue Origin's NS-31 mission made headlines with its all-female crew, including celebrities Katy Perry and Gayle King, marking the first all-women spaceflight since 1963. The ten-minute, twenty-one-second suborbital journey aboard the New Shepard rocket saw the passengers experience zero gravity and breathtaking views of Earth. The flight highlights not only advancements in space tourism but also celebrates a significant milestone for women in STEM and the broader pursuit of space exploration. The mission's success underscores Blue Origin's continued commitment to pushing boundaries and fostering inclusivity in the realm of space travel.

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(www.npr.org)
Tech space tourism women in STEM

Java for Small Programs: Scripts and Notebooks

2024-12-18

This article explores the surprising effectiveness of Java for small programs, particularly scripting and exploratory programming. The author details how Java's features, like implicit classes, records, and enums, simplify code, highlighting the ease of running Java scripts without compilation (using JEP 330 and JEP 458). Managing external dependencies with JBang is also discussed. The article further delves into using Java within Jupyter Notebooks, acknowledging current limitations while expressing hope for future improvements in the ecosystem. The author's experience automating tedious tasks showcases Java's strength over alternatives like bash scripting and Python, emphasizing the advantages of static typing and robust tool support.

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(horstmann.com)
Development Scripting

Sandbox Python Execution via MCP Server

2025-04-17
Sandbox Python Execution via MCP Server

This article introduces a Model Context Protocol (MCP) server that runs Python code in a sandbox using Pyodide within Deno, providing isolation from the operating system. The server supports several modes: standard input/output (stdio), server-sent events (SSE), and a warmup mode for testing and deployment. An example using PydanticAI demonstrates interacting with LLMs via an Agent using this MCP server.

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(github.com)
Development

AgentAPI: A Unified HTTP API for Controlling Coding Agents

2025-04-17
AgentAPI: A Unified HTTP API for Controlling Coding Agents

AgentAPI is a powerful HTTP API designed to control coding AI agents like Claude Code, Goose, Aider, and Codex. It provides a unified chat interface, enabling interaction through simple API calls. Users can even build an MCP server where one agent controls another. AgentAPI automatically handles terminal output, removing clutter and parsing it into individual messages, simplifying interaction. While official SDKs from LLMs may emerge, AgentAPI aims to be a universal adapter, allowing developers to easily switch between coding AI agents.

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(github.com)
Development

Tesla's Canadian Incentive Grab: Strategy or Chaos?

2025-04-11
Tesla's Canadian Incentive Grab: Strategy or Chaos?

Tesla is embroiled in controversy over its application for millions of dollars in Canadian electric vehicle incentives. The Canadian government froze $43 million in payments after Tesla submitted applications for 8,653 vehicles in the 72 hours leading up to the incentive deadline – an abnormally high number. Tesla claims these were simply backlogged applications, but hasn't specified how many were backdated. The incident raises questions about Tesla's Canadian operations management, CEO Elon Musk's actions, and the increasingly strained relationship with the Canadian government, alongside its deteriorating public image in Canada.

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(electrek.co)
Tech EV Incentives

Single-Process Architecture: A Graceful Solution for Modern Web Development

2025-04-21

While updating his blog's software, the author found a single-process architecture to be simpler than his CGI-based approach for handling the complexities of the modern web. A single process allows easy access to shared state, simplifying tasks like detecting malicious traffic, rate-limiting requests, and implementing caching. While memory and CPU usage are concerns, the ease of implementation makes a single-process architecture advantageous when dealing with various forms of abuse, especially those that are unforeseen. The author believes that as web abuse increases, single-process architectures will become increasingly important.

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(utcc.utoronto.ca)
Development single-process architecture

Running Windows NT on a GameCube/Wii: A Wild Ride

2025-03-04
Running Windows NT on a GameCube/Wii: A Wild Ride

An incredible project is underway to port Windows NT 3.51 and later to the GameCube and Wii! This involves significant hacking, including custom ARC firmware, drivers, and a toolchain. The project supports GameCube, Wii, and Wii U (vWii only), detailing the installation process, including partitioning, driver installation, and potential pitfalls. While a challenging undertaking, it showcases the potential of game console hardware and developer ingenuity.

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(github.com)
Development

Remembering Chess Legend Boris Spassky: A Friend's Recollections

2025-02-28
Remembering Chess Legend Boris Spassky: A Friend's Recollections

This article remembers chess grandmaster Boris Spassky through the lens of a decades-long friendship. From chance encounters in Hamburg and Munich to deeper conversations during Candidates Tournaments in Saint John, Canada, and Elista, Russia, the author paints a portrait of Spassky's humility, vast knowledge, and charm. More than just a great chess player, Spassky was a memorable friend whose story will continue to inspire.

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(en.chessbase.com)
Misc Boris Spassky personal recollection

Lenovo's CES 2025 Stunners: Rollable Laptop & SteamOS Handheld

2025-01-07
Lenovo's CES 2025 Stunners: Rollable Laptop & SteamOS Handheld

Lenovo made a splash at CES 2025 with several impressive new devices. The standout is the ThinkBook Plus Gen 6, a rollable AI PC with a 14-inch OLED screen that expands to 16.7 inches, dramatically increasing screen real estate. Also unveiled was the Legion Go S, a dual-version handheld gaming console offering both Windows and SteamOS (the first officially licensed SteamOS handheld). Finally, the ThinkCentre M90a Pro Gen 6 all-in-one features Lenovo Focus Sound, a directional audio technology for enhanced privacy. While innovative, these devices come with a hefty price tag.

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(www.wired.com)
Hardware rollable screen

PLOS ONE Retractions: 45 Editors Linked to Over 30% of Retracted Papers

2025-08-06
PLOS ONE Retractions: 45 Editors Linked to Over 30% of Retracted Papers

A study in PNAS reveals a shocking pattern of misconduct at PLOS ONE. 45 editors, responsible for only 1.3% of published articles, were linked to over 30% of the journal's 702 retractions by early 2024. Twenty-five of these editors even authored retracted papers themselves. The research suggests a coordinated network potentially involving paper mills, highlighting systemic flaws in peer review. Specific editors, like Shahid Farooq (52 out of 79 edited papers retracted), demonstrate exceptionally high retraction rates. PLOS acknowledges the issue and states it has taken action, but the incident underscores the vulnerabilities of open-access journals to manipulation.

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(www.nature.com)
Tech retractions journal editors

Atmospheric Memory: The On/Off Switch of Monsoon Rainfall

2025-05-30
Atmospheric Memory: The On/Off Switch of Monsoon Rainfall

A groundbreaking study reveals that the atmosphere possesses a 'memory' effect, storing moisture and causing monsoon rainfall to flip between two stable states: 'dry' and 'wet'. This explains the seasonal pattern of monsoon rainfall—switching on in spring and off in autumn—as more than just a direct response to solar radiation changes. The key is the accumulation of atmospheric water vapor; above a certain threshold, the monsoon starts; below it, it shuts down. Disrupting this mechanism could severely impact billions reliant on monsoons for their livelihoods, highlighting the need for improved prediction and early warning systems.

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(phys.org)
Tech monsoon atmospheric memory

Aussie Ordered Uranium, Plutonium; Walks Free

2025-04-26
Aussie Ordered Uranium, Plutonium; Walks Free

A 24-year-old Australian man who ordered radioactive materials, including uranium and plutonium, online to complete his periodic table collection, received a lenient sentence of a two-year good behavior bond. The incident triggered a major hazmat response, but the judge cited mental health concerns and lack of malicious intent. The case highlights both the ease of acquiring such materials and the subsequent overreaction from authorities, sparking debate about regulatory frameworks and border control.

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(www.chemistryworld.com)
Misc nuclear materials hazmat lenient sentence

Visual Linear Algebra Blog: A Diagrammatic Approach to Linear Algebra

2025-07-11
Visual Linear Algebra Blog: A Diagrammatic Approach to Linear Algebra

This blog explores linear algebra through a visual, diagrammatic approach. It explains complex mathematical concepts in an accessible way, using illustrations to clarify challenging topics. The content spans from basic operations to advanced concepts like matrices, homomorphisms, and relations, all explained step-by-step with diagrams. The blog also announces an Applied Category Theory Research School and related research opportunities, making it valuable for students and researchers interested in linear algebra.

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(graphicallinearalgebra.net)
Development visual mathematics

NVIDIA Dynamo: A High-Throughput, Low-Latency Inference Framework for Generative AI

2025-03-18
NVIDIA Dynamo: A High-Throughput, Low-Latency Inference Framework for Generative AI

NVIDIA introduces Dynamo, a high-throughput, low-latency inference framework designed for serving generative AI and reasoning models in multi-node distributed environments. Dynamo is inference engine agnostic (supporting TRT-LLM, vLLM, SGLang, and others), and incorporates features like disaggregated prefill & decode inference, dynamic GPU scheduling, LLM-aware request routing, accelerated data transfer, and KV cache offloading to maximize GPU throughput and minimize latency. Built in Rust for performance and Python for extensibility, Dynamo is fully open-source.

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(github.com)
AI Inference Framework

OCR for Code: Turning Screenshots into Code

2025-05-22
OCR for Code: Turning Screenshots into Code

Pieces has refined OCR technology to accurately recognize code from screenshots. Building on the Tesseract engine, they've added pre- and post-processing steps to handle various programming environments (light/dark mode), noisy backgrounds, and low-resolution images. Image preprocessing, including dark mode inversion, noise reduction, and resolution enhancement, along with post-processing to restore code indentation, significantly improves accuracy. They use Levenshtein distance to evaluate model performance and experimentally selected efficient image upsampling. This technology allows developers to easily convert code screenshots into editable code, boosting development efficiency.

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(pieces.app)
Development code recognition

Dropbox's Engineering Career Framework: A Deep Dive

2025-01-02

Dropbox has unveiled its Engineering Career Framework, a guide designed not as a promotion checklist, but as a tool to help engineers understand the responsibilities and impact at each level (e.g., Software Engineer IC1 to IC7). It defines core responsibilities and craft skills, emphasizing business impact as the primary metric. Each level outlines expected behaviors across Results, Direction, Talent, and Culture pillars. Engineers work with their managers to set quarterly goals, using the framework to guide their development and create lasting impact.

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(dropbox.github.io)
Development engineering framework

Microsoft Unveils Windows Update Orchestration and Enterprise Backup

2025-05-29
Microsoft Unveils Windows Update Orchestration and Enterprise Backup

Microsoft has released a private preview of a Windows 11 update orchestration platform designed to streamline app updates, providing centralized scheduling and troubleshooting. Developers can register update logic via WinRT APIs and PowerShell, supporting MSIX/APPX and Win32 apps. Concurrently, a limited public preview of Windows Backup for Organizations is available, allowing backup and restore of Windows 10 and 11 device settings, easing enterprise migrations to Windows 11 and mitigating malware threats. However, the service has specific device and environment requirements.

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(www.theregister.com)
Development Windows Updates App Updates Enterprise Backup

GIFs in 2025: AVIF, WebP, and Video Take Center Stage

2025-02-08
GIFs in 2025: AVIF, WebP, and Video Take Center Stage

This article updates a 2022 post on GIF alternatives. AV1 and animated AVIF are now supported across browsers (with Safari caveats). WebP remains a strong contender due to its size and wide browser support. JPEG-XL supports static images, but animated support is limited. The article also explores using the `` element, comparing AV1 and VP9 codecs, and highlighting media queries for responsive videos. While AVIF shows promise, current frame rate issues and browser bugs in Safari make a blanket recommendation difficult. The best choice depends on project needs and browser compatibility trade-offs.

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(fullystacked.net)
Development image formats video codecs
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