Opus 4.7 Part 2: Capabilities and Reactions
Claude Opus 4.7 raises a lot of key model welfare related concerns.
Where's the raccoon with the ham radio? (ChatGPT Images 2.0)
OpenAI released ChatGPT Images 2.0 today, their latest image generation model. On the livestream Sam Altman said that the leap from gpt-image-1 to gpt-image-2 was equivalent to jumping from GPT-3 to GPT-5. Here's how I put it to the test. My prompt: Do a where's Waldo style image but it's where is the raccoon holding a ham radio gpt-image-1 First as a baseline here's what I got from the older gpt-image-1 using ChatGPT directly: I wasn't able to spot the raccoon - I quickly realized that testing…
Quoting Andreas Påhlsson-Notini
AI agents are already too human. Not in the romantic sense, not because they love or fear or dream, but in the more banal and frustrating one. The current implementations keep showing their human origin again and again: lack of stringency, lack of patience, lack of focus. Faced with an awkward task, they drift towards the familiar. Faced with hard constraints, they start negotiating with reality. — Andreas Påhlsson-Notini, Less human AI agents, please. Tags: ai-agents, coding-agents, ai
Introducing Reports: An Extensible Reporting Framework for Socket Data
Today, we’re introducing Reports, a new page in the Socket dashboard for chart-based views of vulnerabilities, dependencies, and usage. At launch, Reports includes five built-in charts across three categories, with support for organization-wide and repository-level views. It replaces the previous Analytics page with a more structured reporting experience in the dashboard. Built as an extensible reporting framework, the new page gives teams a more consistent way to work with and share Socket…
scosman/pelicans_riding_bicycles
scosman/pelicans_riding_bicycles I firmly approve of Steve Cosman's efforts to pollute the training set of pelicans riding bicycles. (To be fair, most of the examples I've published count as poisoning too.) Via Hacker News comment Tags: ai, generative-ai, llms, training-data, pelican-riding-a-bicycle
Please don’t trust your chatbot for medical advice
Four separate studies all point in the same direction
What Paddle doesn't tell you about implementing metered billing
How to implement calendar-month metered billing on Paddle using zero-value subscriptions, one-time charges, and a homemade invoice grace period. Read more
Ubuntu Firewall Setup in Less Than 5 Minutes (Plus One Step That Will Lock You Out)
Setting up a Virtual Private Server (VPS) without a firewall is asking for trouble. Ideally, you’d have a dedicated security person to handle all of this, but that’s rarely the case. One thing I always do on a fresh Linux server is configure a firewall. It used to be a real headache, but […] The post Ubuntu Firewall Setup in Less Than 5 Minutes (Plus One Step That Will Lock You Out) appeared first on PHP Architect.
Dark Factories: Rise of the Trycycle
The following article originally appeared on “Dan Shapiro’s blog” and is being reposted here with the author’s permission. Companies are now producing dark factories—engines that turn specs into shipping software. The implementations can be complex and sometimes involve Mad Max metaphors. But they don’t have to be like that. If you want a five-minute factory, […]
Socket for Jira Is Now Available
Security findings only matter if organizations can act on them. That usually means getting the right issues into the systems where engineering and security teams already work. Socket for Jira is now available, making it easy to turn Socket alerts into Jira issues and keep remediation work moving as alerts change over time. Teams can create tickets manually from individual alerts or set up automated ticketing rules to create, update, and resolve issues based on activity in Socket. The…
How We Cut Our Claude Code Token Usage 2.8x!
...using Karpathy's context engineering principles!
llm-openrouter 0.6
Release: llm-openrouter 0.6 llm openrouter refresh command for refreshing the list of available models without waiting for the cache to expire. I added this feature so I could try Kimi 2.6 on OpenRouter as soon as it became available there. Here's its pelican - this time as an HTML page because Kimi chose to include an HTML and JavaScript UI to control the animation. Transcript here. Tags: openrouter, llm, llm-release, pelican-riding-a-bicycle, kimi, ai-in-china, llms, ai, generative-ai
Opus 4.7 Part 1: The Model Card
Less than a week after completing coverage of Claude Mythos, here we are again as Anthropic gives us Claude Opus 4.7.
Introducing TypeScript Transformer 3
Ruben explains the full rewrite behind TypeScript Transformer 3 and why the new architecture makes the package much more flexible. The post covers the new transformer pipeline, AST-based output, improved type parsing via PHPStan, and a watch mode for faster development. Read more
Where's the raccoon with the ham radio? (ChatGPT Images 2.0)
What Paddle doesn't tell you about implementing metered billing
The Anatomy of Diffusion LLMs
Opus 4.7 Part 2: Capabilities and Reactions
Where's the raccoon with the ham radio? (ChatGPT Images 2.0)
Quoting Andreas Påhlsson-Notini
Introducing Reports: An Extensible Reporting Framework for Socket Data
scosman/pelicans_riding_bicycles
Please don’t trust your chatbot for medical advice
What Paddle doesn't tell you about implementing metered billing
Ubuntu Firewall Setup in Less Than 5 Minutes (Plus One Step That Will Lock You Out)
Dark Factories: Rise of the Trycycle
Socket for Jira Is Now Available
How We Cut Our Claude Code Token Usage 2.8x!
llm-openrouter 0.6
Opus 4.7 Part 1: The Model Card
Introducing TypeScript Transformer 3
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