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AX-RAY & K-MYTHOS: Inside Korea's Consortium-Built Security-Specialized AI Foundation Model
12+ hour, 4+ min ago (353+ words) K-MYTHOS is a government-supported, security-specialized AI foundation model developed by a 33-institution consortium, with Naver Cloud as the lead organizer. The project has a dual-model design: VIDRAFT's role in this consortium is AI safety diagnosis and evaluation. Its AX-RAY tool…...
Everyone Says Self-Hosting LLMs Is Taking Off. The Data Says Enterprises Are Running the Other Way.
17+ hour, 12+ min ago (552+ words) Search for “self-hosted LLM vs API” and you’ll find the same story repeated across dozens of …...
Your AI Agent Doesn’t Get Hacked. It Gets Persuaded.
1+ day, 18+ hour ago (34+ words) A few months ago I watched a UK fintech security team spend an afternoon debugging why their AI agent had quietly emailed a customer’s account …...
Bit Cloud Now Runs an Entire AI Engineering Organization -- From iPhone and Android
6+ day, 10+ hour ago (477+ words) Production software has always required an engineering team behind it — a dozen systems to connect and keep running. It no longer does. Bit Cloud, launching today, runs all of it, in the browser and as native apps for iPhone, iPad…...
Agentic AI Is The New Attack Surface
3+ day, 21+ hour ago (898+ words) For most of its history, application security has assumed a clean line between the user and the application. A person makes a request, and the application validates and authorizes it before acting. We built our controls, authentication, input validation and…...
HFS Research Names the 2026 Services-as-Software™ Award Winners as AI Reshapes Enterprise Delivery
4+ day, 2+ hour ago (147+ words) Sep 10, 2026, 08:34 ET More than 250 submissions show the shift from labor-heavy services to AI-led, outcome-driven operating models is moving from theory to execution HFS coined and trademarked Services-as-Software™ to describe the convergence of services and software: expertise, workflows, data, and technology…...
Building an Agentic SOC: 7 Keys for Success
4+ day, 9+ hour ago (904+ words) Why AI SOC Overlays Are a Band-Aid on a Bigger Problem So, naturally, many SOCs want in. The difficulty is that most organizations are staring at years of accumulated tools, data, workflows and operational habits and asking a perfectly reasonable…...
One-Line Security Fix: How an XLS Quote Escaping Bug in Dify Leaked Spreadsheet Data
4+ day, 13+ hour ago (145+ words) While auditing Dify (an open-source AI platform), I found a one-line bug in the XLS spreadsheet parser. User-supplied cell values were not properly quoted when written to CSV, allowing specially crafted values to inject additional rows or columns. A malicious…...
If I Had to Build an AI Customer-Support System Today, I Wouldn't Start With an Agent
5+ day, 16+ min ago (23+ words) Imagine a customer sends this message: “I was charged twice, but one of the charges looks different... Tagged with ai, python, programming, tutorial....
What Is a Frontier Model?
5+ day, 20+ min ago (784+ words) A frontier model is an AI system operating at the current leading edge of capability. The category isn’t fixed: as newer systems solve harder problems, what was considered frontier can quickly become ordinary software. The word “frontier” makes artificial intelligence…...