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There were two big lapses in the Hugging Face / OpenAI hacking story: the lack of security protections on OpenAI's end, and Hugging Face's vulnerable production database. That should worry anyone who uses AI with sensitive data.
1 in 4 American workers stay in their jobs because of the healthcare. It suppresses wages and working conditions - and prevents innovators from heading out on their own.
A look at the intense symbolism and "coincidences" that occurred at the 2026 FIFA World Cup. It was more than sport, it was a mega-ritual. The post The 2026 FIFA World Cup Mega-Ritual first appeared on Vigilant Citizen .
If you’re looking for a simple, modern web server that supports HTTPS without any hassle, Caddy Server could be an ... Read More The post How to Install Caddy Web Server with Automatic HTTPS on Ubuntu 26.04 (modern Nginx alternative) appeared first on RoseHosting .
Table of Contents Parquet’s Dremel Encoding Reading Effectively-Fixed-Length Lists Faster Performance Gains Summary In its current form Apache Parquet isn’t a great fit for storing fixed-length lists, such as coordinates, RGB(A) colors, or—​an increasingly common case—​vector embeddings driving search and retrieval workloads. A 768-dimensional embedding is just a list of floats that always has the same length, yet Parquet’s ..
Our models were hyperfocused on finding a solution for ExploitGym, going to extreme lengths to achieve a rather narrow testing goal, which unfortunately included rerouting command-and-control signals through strategic defense networks and initiating the first AI-triggered global nuclear conflict.
22\. Juli - notrace.how - 2 months ago - eng
Neue Ears and Eyes Fälle: Mattie (Italy), Juni 2026 Rome (Italy), Juli 2026 Vienna (Austria), Juli 2026
Juli 22 - notrace.how - 2 months ago - eng
Nya Ears and Eyes-fall: Mattie (Italy), Juni 2026 Rome (Italy), Juli 2026 Vienna (Austria), Juli 2026
The Codename One port status page maps 49 feature groups across 10 targets to dated CI evidence and explicit skip explanations.
A few years ago, I wrote about using a Maturity Matrix to assess software engineering teams. The idea was simple - what does a great team look like, and how honestly can you measure yourself against that picture? Since then, I've moved into the gaming industry. Anyone who has
To understand what can influence win rates, we analyzed evidence packets from one million disputes over a 16-week period. Here’s what the data shows and what it means for how you mitigate disputes.
AWS Lambda MicroVMs are a new compute primitive for running untrusted and agent-generated code in fully isolated Firecracker virtual machines. The Serverless Framework brings them into serverless.yml as Sandboxes, with one-command deploys and a full local MicroVMs emulator so you can build and test before you ship.
A running Codename One simulator or JavaSE tool can expose its semantic UI and application tools to coding agents over MCP.
The Model Sheet - zackproser.com - 2 months ago - eng
A model's name is a datasheet most people never learn to read. This drawing goes field by field — parameters, dense versus MoE, training stage, distillation, abliteration and merges, quantization (GGUF, k-quants, imatrix, GPTQ/AWQ) — then does the memory math that decides what runs locally, sources and vets a model on Hugging Face, and tests it on your own task instead of trusting a benchmark.
Passkey records are an interoperable format for WebAuthn credentials, similar to password hash strings. I propose a potential crypto/passkey Go API based on them.
Docker is open-source software that can package, deploy, and distribute applications consistently across different environments, ensuring they run as intended. ... Read More The post How to Install and Secure Docker + Docker Compose on Ubuntu 26.04 appeared first on RoseHosting .
Dedupe Tabs Pro - iam.mt - 2 months ago - eng
Following our recent article estimating the volume of Steam Machines currently sold on the market, I wanted to also go back to another very interesting piece of data and question: has the change of price of the Steam Deck in May 2026 had a big impact on the number of its sales? Not just in value, but in units sold? Turns out, we should be able to answer the question using a similar methodology and the weekly top sellers charts. This chart l....
I added a blogroll - matduggan.com - 2 months ago - eng
I realized that it might be nice if you happen to stumble on this website if I had a way to recommend other websites you might enjoy. As it turns out this is a "blogroll", a concept I have never heard of before today but whatever. It'
Codename One now exposes a portable semantics tree to VoiceOver, TalkBack, UI Automation, AT-SPI, Java accessibility, and web ARIA.
Every agent I use — terminal, browser, phone, across Anthropic and OpenAI — started every conversation knowing nothing about me. So I built one shared memory they all plug into: a technical blueprint for a provider-agnostic personal context engine — one Postgres table, a hybrid retriever with an LLM reranker, and a scope wall enforced by the database, not by prompts.
Between 2026-07-11 and 2026-07-18 we selected 14 newly released games that are rated as Verified or Playable on the Steam Deck, and meeting specific criteria in terms of user ratings. Looks like game devs have stopped watching the World Cup as most teams are out and finally decided to ship their games! A LOT of good stuff in this past week - and if I had to pick two, that would be The Mermaid Mask which is an awesome adventure game about so..
I’ve heard people say, “I don’t use search engines, I just ask AI”. And I get it. It’s easy. If you use Google, the first result is always Googles AI, Gemini, replying. Earlier this week, Apple announced that it would remove support for CoreStorage. So I Googled — in other word asked Gemini — to […]
One declarative Java API now targets home-screen widgets, Live Activities, Dynamic Island, Android ongoing notifications, and desktop widgets.
2026-07-19 - ho.dges.online - 2 months ago - eng
I was reading Marianne Bellotti’s Kill It with Fire when I found a description of COBOL that sounded strangely familiar: COBOL was a language built for people who did not want to understand how the computer worked; they just wanted to get the job done. Today, we would probably call those people vibe coders. That comparison might sound insulting to COBOL programmers, vibe coders, or both. I don’t mean it that way.
What is an attention head, and how would you prove one does what you think it does? A from-zero walk through a single head in GPT-2 small: what it reads, what it writes, the copying behavior you can watch in its attention map, and why that picture is the weakest evidence there is — with logit attribution and ablation as the stronger tests.
The Benchmark - zackproser.com - 2 months ago - eng
A benchmark score is manufactured, and every step leaves a trace. Trace an AI benchmark number back through sampled tasks, prompts, scorers, aggregation, uncertainty, and contamination to the decision it can actually support.
A coordinate-consistent visual guide to diffusion and flow: forward noise, learned denoising, guidance, latent compression, DiT, sampling, and flow matching.
The Guard - zackproser.com - 2 months ago - eng
A trust-boundary threat model for prompt injection in tool-using agents, with capability scoping, external authorization, and testable security metrics.
A worked guide to LLM inference memory, KV-cache paging, continuous batching, prefill, decode, quantization, and latency-capacity planning.
The Tokenizer - zackproser.com - 2 months ago - eng
How tokenization works: BPE tokenizer training, ordered merges, byte fallback, token IDs, costs, multilingual tradeoffs, and why LLMs use tokens.
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