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What’s next?
Users will find Opus 4.8 to be a modest but tangible improvement on its predecessor. There’s still more to be done: we’re working on developing and releasing models that provide many of the same capabilities as Opus at a lower cost. Not only that, but we plan to release a new class of model with even higher intelligence than Opus. As part of Project Glasswing, a small number of organizations are currently using Claude Mythos Preview for cybersecurity work. Models of this capability level require stronger cyber safeguards before they can be generally released. We’re making swift progress on dev
Introducing Claude Opus 4.8Top stories
Claude Code with a local LLM running offline is the hybrid setup I didn't know I needed
…Being able to switch to a local LLM for tasks saves my subscription for the hard stuff This hybrid model of using a hyperscaler cloud model for deep thinking, planning, and executing…
Introducing Claude Opus 4.7
…We stated that we would keep Claude Mythos Preview’s release limited and test new cyber safeguards on less capable models first. Opus 4.7 is the first such model: its cyber…
Attack of the killer script kiddies
…The Cloud Security Alliance released an expedited strategy briefing on developing a “Mythos-ready” security plan detailing many of these concepts. The report also emphasized the need to not only patch vulnerabilities…
Trustworthy agents in practice
…Most AI policy conversation today centers on the model, and understandably so. The model is where core capabilities come from, and as our most recent release showed, a single generation can meaningfully…
Natural Language Autoencoders
…We also release an interactive frontend for exploring NLAs on several open models through a collaboration with Neuronpedia . We have also released our code for other researchers to build on. What is…
I use OpenCode over Claude Code, and it's every bit as good
…rely on Plan mode a lot. Whether I'm making a change to an existing codebase or building something from scratch, it's super helpful to have the model analyze and map…
GPT-5.4 launched as the most powerful model ever... and I switched back to Claude in a week
…That's exactly how long it's been since OpenAI released GPT-5.4 Thinking , its best and most powerful model to date. Some might say the most powerful model from any…
You’re about to feel the AI money squeeze
…Top labs are constantly leapfrogging each other on model debuts, feature releases, strategy shifts, hiring announcements, and more. It can be tough to stay on top long enough to corner any part…
I tested Claude's two biggest competitors because of its usage limits, and one banned my account
…It forces the model to plan a multi-file package, handle edge cases like malformed lines, write tests that actually test something, and render something visual. Plenty of places to cut corners…