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News
LLM Inference, Explained: Prefill, Decode, and KV Cache
2+ hour, 23+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Transparent SOCKS5 access from iOS with a Tailscale App Connector and sing-box
2+ week, 6+ day ago (728+ words) Some internal services are only reachable through a corporate SOCKS5 proxy. On a laptop, you handle that with a PAC file. On iOS you can't: there's no per-app proxy configuration, and most apps ignore the system proxy anyway. This is how…...
Trinity Large Preview vs Ring-2.6-1T - AI Model Comparison
3+ week, 3+ day ago (85+ words) OpenRouter Trinity Large Preview vs Ring-2.6-1T: side-by-side summary Trinity Large Preview and Ring-2.6-1T are available through the OpenRouter API, so switching between them takes a model slug change rather than a new integration. Trinity Large Preview, from arcee-ai, has a…...
Solana Cuts Slot Time to 350ms, Boosting Confirmation Speed
3+ week, 3+ day ago (23+ words) Solana cut slot time to 350ms after SIMD-0525 merged, lowering latency. Validators must upgrade to Agave v4.2 for further staged reductions toward 200ms....