The current conversation about AI in software development is still happening at the wrong layer. Most of the attention goes to code generation. Can the model write a method, scaffold an API, refactor a service, or generate tests? Those things matter, and they are often useful. But they are not the hard part of enterprise […]
I have a feeling that everyone likes using AI tools to try doing someone else’s profession. They’re much less keen when someone else uses it for their profession. — Giles Turnbull, AI and the human voice Tags: ai-ethics, writing, ai
There exists an AI model, Claude Mythos, that has discovered critical safety vulnerabilities in every major operating system and browser.
A thorough explainer on how quantization makes LLMs 4x smaller and 2x faster while losing only 5-10% accuracy. Covers floating point precision, compression techniques, and how to measure quality loss, with interactive examples throughout. Read more
We’re excited to announce that SymfonyLive Berlin 2026 will take place April 23–24, 2026 at CineStar CUBIX Alexanderplatz, right in the heart of Berlin, directly on Alexanderplatz and easily accessible by public transport. Before the conference,…
Farewell, Anthropocene, we hardly knew ye. 🌹 AI is here. It’s won. Yes, it’s in that awkward teenage phase where it still says inappropriate things, dresses funny, and sometimes makes shit up when it shouldn’t. But zomg the things it can do. 😱 This kid is going places, that much is abundantly clear. The AI […]
We have been tracking North Korea’s Contagious Interview operation since 2024 and maintain a dedicated campaign page that now tracks more than 1,700 malicious packages linked to the activity. In this newly identified cluster, the threat actors operated under GitHub aliases including golangorg and published malicious packages across five open source ecosystems: npm: dev-log-core, logger-base, logkitx PyPI: logutilkit, apachelicense, fluxhttp, and license-utils-kit Go Modules:…
GLM-5.1: Towards Long-Horizon Tasks Chinese AI lab Z.ai's latest model is a giant 754B parameter 1.51TB (on Hugging Face) MIT-licensed monster - the same size as their previous GLM-5 release, and sharing the same paper. It's available via OpenRouter so I asked it to draw me a pelican: llm install llm-openrouter llm -m openrouter/z-ai/glm-5.1 'Generate an SVG of a pelican on a bicycle' And something new happened... unprompted, the model decided to give me an HTML page that included both the SVG…
Anthropic didn't release their latest model, Claude Mythos (system card PDF), today. They have instead made it available to a very restricted set of preview partners under their newly announced Project Glasswing. The model is a general purpose model, similar to Claude Opus 4.6, but Anthropic claim that its cyber-security research abilities are strong enough that they need to give the software industry as a whole time to prepare. Mythos Preview has already found thousands of high-severity…
The real news today is that Anthropic has partnered with the top companies in cybersecurity to try and patch everyone’s systems to fix all the thousands of zero-day exploits found by their new model Claude Mythos.
Microsoft has published its Agent Governance Toolkit, an open source project that brings runtime policy enforcement to autonomous AI agents. The release lands as the industry grapples with a widening gap between how fast AI agents are being deployed and how little infrastructure exists to govern what they do once they're running. The toolkit is available under the MIT license at the Microsoft GitHub organization and supports Python, TypeScript, Rust, Go, and .NET. Agent Governance Is Getting…
Before the main conference kicks off, SymfonyLive Berlin 2026 offers two full days of hands-on workshops to help you sharpen your skills and dive deeper into the Symfony ecosystem. 📅 April 21–22, 2026 📍 Berlin, Germany All workshops will be conducted…
Research: SQLite WAL Mode Across Docker Containers Sharing a Volume Inspired by this conversation on Hacker News about whether two SQLite processes in separate Docker containers that share the same volume might run into problems due to WAL shared memory. The answer is that everything works fine - Docker containers on the same host and filesystem share the same shared memory in a way that allows WAL to collaborate as it should. Tags: docker, sqlite
I sat down with Aaron Levie at the O’Reilly AI Codecon two weeks ago. Aaron cofounded Box in 2005, and 20 years later, his company manages content for about two-thirds of the Fortune 500. Aaron is one of the few CEOs of an incumbent enterprise software company thinking deeply in public about what AI means […]
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