The buttons are the test
A good-looking dashboard is a start change the filter. select an object. pause it. reset it. try it on a phone AISeeKing demonstrates an ocean dashboard from the DeepSeek V4.1 Flash beta here the sightings are simulated; the interface is a coding
DeepSeek now has four voices.
Mira, Echo, Stella, and Tide are available for text-to-speech. A real-time mode like GPT Live could be next. V4 Pro stays: after Sept 14, its API keeps the old pricing, so V4 Pro and V4.1 Flash remain available together.
Anthropic's latest threat report is a massive wake-up call for the entire AI engineering community.
The shared screenshot of their report details how state actors and rival labs are actively weaponizing LLMs for everything from polymorphic malware to illicitly distilling
Building a 2TB RAM local cluster destroys cloud dependency for heavyweight inference.
Traditional cloud setups cost $15,000/mo and leak proprietary data to third-party endpoints. Stack: 4x Mac units unified into a 2TB RAM cluster EXO running MLX RDMA for cross-device tensor
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