How Multi-Model AI Pipelines Lose the Truth at Handoffs
Consider a hypothetical but representative handoff. A research model returns a careful finding: an association observed in one dataset, in a controlled setting, with limited generalization beyond the domain tested. Correlation, not cause. A preprint, not a settled...
What It Took to Get Useful Metrics Out of Nginx
The whole thing started with one plain, annoying question: how do we get real metrics out of nginx? Nginx sits in front of basically everything we run, terminating connections, proxying requests, doing its job quietly the way nginx always does. And we had almost no...
What VAR Teaches Us About the Future of AI Decisions
Football’s most controversial technology may be the best preview of how AI will make decisions everywhere else. Imagine it’s the 93rd minute.The striker breaks through the defense. One touch. One shot. The ball hits the back of the net. The stadium erupts. Players...
Plex vs. Jellyfin: The Fight for Your Home Media Server
For over a decade, Plex was the main gateway into home media servers for tech enthusiasts, DIYers, and homelabbers alike. If you're unfamiliar with it, think of Plex as your own private, self-hosted Netflix or Spotify. You don't need an expensive server rack or a...
A Cliché-Resistant Gemma Model for Storytelling
OverviewGemma-4-26B-A4B-StyleTune-V2 is a 26 billion parameter language model maintained by Gryphe that applies targeted stylistic modification to Google's Gemma 4 26B mixture-of-experts base model. The model trains only a single tensor—the lm_head output projection...
Six Months With Tauri: The Benefits and the Bill
Why I chose Tauri, and what it cost meIn January I had to choose how to build Tabularis. Electron was the obvious option. Three native applications were the romantic option. Tauri looked like the compromise.Six months and 64 releases later, I still think it was the...
Why “Accepted” Shouldn’t End Your LeetCode Learning
I Used to Think "Accepted" Meant I Was Done LearningWhenever I solve a LeetCode problem, I have a simple objective.Get the green Accepted badge.Move on to the next problem.For a long time, I never questioned that habit.Recently, while solving Matrix Diagonal Sum,...
My D&D Campaign Notes Accidentally Matched Google’s New RAG Spec
I run a RAG system off a 2017 Intel NUC to answer questions about my D&D campaign. It's built on session notes and NPC write-ups that were never meant for a machine to read, just for me and three other players to find things in Obsidian six months later. So when...
How BlackBerry Reinvented Itself After Losing the Smartphone War
There was a time when owning a BlackBerry phone meant you were ahead of the curve. At its peak, the company controlled more than 40% of the U.S. smartphone market and had tens of millions of loyal users around the world. Its Bold, Curve and Pearl models literally took...
Building Persistent Context for Coding Agents
If you have used a coding agent on anything bigger than a quick script, you have felt this. The agent does real work. It writes the code, runs the tests, hits the API. Then it stops, hands you the result, and waits for you to re-explain the goal, the priorities, and...
Inside DNP3’s Event-Driven Telemetry Model
If you approach DNP3 (Distributed Network Protocol 3) from a background in Modbus/TCP or EtherNet/IP (CIP), your mental model of industrial communications will immediately break. In Modbus or CIP, state management is largely cyclic and stateless at the application...
Why Your Next Trade After a Big Win Is Often the Worst
Think about the last time you booked a huge win. Now think about the trade you put on right after it. I'd bet money the second one was worse — bigger size, thinner logic, taken faster than usual. The same thing happens after a big loss. You've felt it. The account is...
3 deceptive indicators of leadership potential you should ignore
Leadership may be humanity’s single greatest invention. Long before we developed writing, money, or artificial intelligence, we learned to solve a more fundamental problem: how to coordinate large groups of unrelated individuals around common goals. Virtually every...
‘Almost everyone is having an existential crisis’: Designers share how they’re surviving an industry in constant flux
In 2018, Cari Sekendur relocated from New York City to Berlin, Germany to launch an independent web design and branding studio, Butter. Like many designers who leave salaried employment to work for themselves, Sekendur was seeking greater independence and a sense of...
Should AI companies be able to outsource safety?
In June, the U.S. government required Anthropic to restrict access to its two newest models by foreign nationals, citing national security and cybersecurity concerns. Unable to verify users’ nationality in real time, Anthropic temporarily withdrew access to the models...
Get Apple Music’s student discount plus Apple TV for just $6 a month – here’s how
Students can save big on an Apple Music subscription. Here's how to get it.
I tested the Ultrahuman Ring Pro: Rich in features, but still a hard sell
The latest ring from Ultrahuman is packed with features, but it's both larger and more expensive than its predecessor.
AI digs through 3,700 accounts of dreams and waking life, finds method in the madness
Your brain apparently spends the night remixing reality rather than simply replaying it, according to researchers armed with AI and more than 3,700 accounts of dreams and waking life. Researchers at Italy's IMT School for Advanced Studies Lucca used natural language...
Spur Raises $200 Million for IP Intelligence Platform
The IP intelligence company will use the fresh investment to accelerate and scale its operations. The post Spur Raises $200 Million for IP Intelligence Platform appeared first on SecurityWeek.
OpenAI’s top model just hacked a competitor, but the real issue is much scarier
My first startup was a textbook-buyback service I founded along with several data nerd friends while at Johns Hopkins. Each week, we’d cram $10,000 of cash in a backpack (in retrospect, a terrible idea in urban Baltimore), put out a table on campus, buy textbooks from...
Public PoC Released for Exploited Check Point SmartConsole Authentication Bypass
Cybersecurity researchers have shared additional technical details about a recently patched critical security flaw impacting Check Point Security Management Server and Multi-Domain Security Management Server (MDS) that has come under active exploitation in the wild....
JFrog Zero-Days Exploited in OpenAI-Hugging Face Hack
The OpenAI models targeted services beyond Hugging Face as they attempted to solve the tasks they were given. The post JFrog Zero-Days Exploited in OpenAI-Hugging Face Hack appeared first on SecurityWeek.
OpenAI says the rogue agent that hacked Hugging Face also breached other services
OpenAI's investigation starts shedding light on the activities of its rogue agent that hacked Hugging Face.
SQLite in Production: Optimizing WAL Mode, Concurrency, and VFS Layers
Article URL: https://micrologics.org/blog/sqlite-in-production-optimizing-wal-mode-concurrency-and-vfs-layers-for-low-latency-app-servers Comments URL: https://news.ycombinator.com/item?id=49094346 Points: 3 # Comments: 0
Burnham’s spanner in the works leaves UK government tech scattered across Whitehall
OPINION A week after becoming the UK's seventh Prime Minister in ten years, Andy Burnham has made some good headlines, but, among the promises to cap bus fares and end rough sleeping, something was missing. The post of a dedicated technology minister is gone. The last...
Valve says Steam Machine reservation-holders aren’t being leapfrogged
Valve says that no one on its Steam Machine waitlist is leapfrogging over anyone currently holding a reservation.
5 ways I speed up my Android phone beyond clearing system cache – all for free
Here's how I improve the performance of my Google Pixel, Samsung, and even Motorola. Or at least make it seem that way.
Flexibility is the new creative infrastructure
Do you work in an environment where being flexible is considered wishy-washy? Or is flexibility considered an asset? Sometimes in our work environments, flexibility isn’t invoked as a perk. It’s discussed in the same way people talk about oxygen: Either you have it...
Airbus keeps an A350 flying for 24 hours
Airbus yesterday flew the latest variant of its A350 widebody jet from Australia to France, non-stop, on a route that saw it remain aloft for over 24 hours. The variant is called the A350-1000ULR, which stands for Ultra-Long Range. The plane earns its name thanks to...
Building a Portable Weather Radar
If you run a large meteorology bureau, then you probably have access to a wonderful weather radar for scrying the heavens. The rest of us aren’t so lucky. If you find yourself bereft of such hardware, though, you could build your own, taking your lead from [Koakno]’s...