Built a real-time dashboard for the DGX Spark. Give it a try, I'd love the feedback
為 DGX Spark 建置了即時儀表板。歡迎試用,期待您的回饋
Got tired of juggling nvidia-smi, htop, and vLLM's raw /metrics endpoint in three terminals, so I built one dashboard that pulls it all together.
GPU / CPU / unified memory / disk / network at 1s polling
vLLM stats: tok/s, TTFT, queue time, KV cache %, prefix cache hit rate
Auto-discovers running engines via process scan + Docker (multi-engine tabs if you're running more than one)
15-min rolling history, thermal throttle / power brake detection
Rust backend, React frontend, streams over W
OpenAI is hosting a livestream event. Details about the specific announcements, product launches, or demonstrations will be revealed during the broadcast.
The last time OpenAI did an unannounced livestream, they dropped GPT-4 Turbo and changed pricing overnight
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ChatGPT Images 2.0
OpenAI is launching ChatGPT Images 2.0 with major upgrades to image generation capabilities. Watch the livestream announcement at https://openai.com/live/
OpenAI is positioning this as a direct competitor to established image generation tools, suggesting they're confident enough to challenge the current market leaders
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The "just wait 6 months" argument from 2025 survived exactly one iteration
Throughout 2025 the standard response to any complaint about an LLM was some version of "just wait 3-6 months, the next generation will handle this effortlessly." The argument was everywhere. Every limitation was temporary, every missing capability was a few iterations away, every autonomous agent demo was a preview of imminent reality.
It's April 2026 now and worth checking how that held up.
On r/ClaudeAI this week there's a long thread about Opus 4.7 where multiple users argue it's a regress
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Anthropic investigates unauthorized access claims against Claude Mythos AI
Anthropic is looking into allegations that Claude Mythos AI experienced unauthorized access. The investigation aims to determine the scope and nature of the potential security breach affecting the AI system.