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Diagram of Microsoft Paint embedding an invisible GUID watermark in an AI-generated image
Noticias Tech

Microsoft Paint Embeds an Invisible GUID in Every AI-Generated Image

A security researcher discovered that Microsoft Paint and the Photos app embed a server-issued GUID as an invisible watermark in every image generated with local artificial intelligence. The feature is independent of the visible Copilot logo and cannot be turned off from the settings.

By Javier Alarcón, 6 days24 August, 2026 ago
AI data centers: power infrastructure and servers
Noticias Tech

UC San Diego to Test New Power Technology for AI Data Centers

UC San Diego announced it will test an experimental power technology to supply AI data centers. The initiative responds to the growing electricity demand required by large-scale AI model training and inference.

By Javier Alarcón, 7 days24 August, 2026 ago
Firmware board of a peripheral opened during an AI reverse engineering session
Noticias Tech

AI Reveals Unprotected Firmware in an ASUS Monitor

A developer used Claude Opus 5 to perform AI reverse engineering on five desktop peripherals. He found firmware without cryptographic signing in an ASUS monitor, and a hidden USB channel in an Insta360 webcam that allows disabling the recording LED.

By Andrés Morales, 7 days24 August, 2026 ago
Illustration of how to build LLMs from scratch with transformer architecture
Inteligencia Artificial

Paul Graham: At 17, He’d Learn to Build LLMs From Scratch

Paul Graham revived the debate over what a young person should study in the AI era: building LLMs from scratch instead of founding a startup. Yann LeCun responded with an opposing view on the limits of current models.

By Andrés Morales, 7 days24 August, 2026 ago
AI-assisted reverse engineering on the firmware of a USB peripheral
Noticias Tech

Claude Opus 5 Finds Security Flaws in 5 Peripherals in 13 Hours

A developer used Claude Opus 5 to perform AI-assisted reverse engineering on five desktop peripherals. In thirteen hours and ninety-eight prompts, he found that a webcam and a monitor’s firmware has no real cryptographic signature.

By Andrés Morales, 1 week23 August, 2026 ago
Screenshot of the debloat.dev catalog with open source alternatives to manufacturer software
Programación

debloat.dev catalogs 200 open source alternatives to manufacturer software

debloat.dev is a community-run directory that maps 200 manufacturer programs (routers, drives, keyboards, printers) against their open source replacement. Each entry lists license, community rating, and number of technical discussions.

By Andrés Morales, 1 week23 August, 2026 ago
Conceptual illustration of AI agent conformity during a multi-agent debate
Inteligencia Artificial

AI Agents Conform to Majority Opinion, Study Finds

A new study shows that AI agents tend to abandon their initial answer when the rest of the group agrees on a different one, a pattern reminiscent of human social conformity experiments. The finding has direct implications for the multi-agent systems that companies and labs already use in production.

By Andrés Morales, 1 week23 August, 2026 ago
KL divergence diagram in local LLM inference
Inteligencia Artificial

KL Divergence Explains Why Your Local LLM Performs Worse Than the Original

A technical analysis published on the Level1Techs forums shows how attention backends, quantization, and sampler settings alter a local LLM’s output compared to the reference model. The key metric for measuring that difference is KL divergence.

By Andrés Morales, 1 week23 August, 2026 ago
Programmer reading other people's code and technical documentation on a laptop
Noticias Tech

T.R. Napper: Reading a Lot and Reading Well Makes You a Better Programmer

Writer T.R. Napper argues that the only non-negotiable rule for becoming a better writer is reading a lot, and reading widely. This article translates that idea into a programmer’s daily routine: reading other people’s code, documentation, and RFCs with the same discipline a novelist applies to reading fiction.

By Andrés Morales, 1 week23 August, 2026 ago
NetBSD terminal displaying NetBSD stability on a production server
Programación

True Story: An Admin Migrated 29 Servers From Windows to NetBSD 2.0.2

In 2005, a network administrator in the United Kingdom documented how NetBSD stability transformed the operation of 29 critical servers serving 4,800 users. His story, published on the netbsd-advocacy mailing list, remains a case study on why sysadmins choose BSD for demanding production workloads.

By Andrés Morales, 1 week22 August, 2026 ago

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