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News
2.8 trillion parameters. 1 million token context. Native mul
1+ hour, 4+ min ago (76+ words) KuCoin 2.8 trillion parameters. 1 million token context. Native multimodal. Kimi Delta Attention delivers up to 6.3x faster decoding at million-token context, cutting KV-cache memory by up to 75% along the way. Attention Residuals deliver roughly 25% higher training efficiency at under 2% additional compute cost....
Code Assignments not loading - RAG - Retrieval Augmented Generation
1+ hour, 22+ min ago (20+ words) Code Assignments not loading - RAG DeepLearning.AI Code Assignments not loading - RAG Clearing the browser cache does not work either...
engine_core_sentinel
3+ hour, 45+ min ago (60+ words) Manages fault tolerance state for a single engine core. Push current health to the client so it can refresh its cache. Reinit DP process group if in DP mode. Returns worker params. Dispatch an FT command by instruction name. Called…...
I built a discovery layer for AI agents because mine kept getting lost
48+ min ago (330+ words) Everyone's building AI agents right now. Almost nobody's building the boring layer underneath them: how do agents find each other? I hit this in my own stack. I run a few MCP servers one for search, one for my database,…...
Knowledge and Memory Management: Directions 1-3 Finalization Record
44+ min ago (499+ words) We just closed the finalization record for Directions 1 through 3 in our knowledge and memory management subsystem. This covers the core pipeline: ingestion, storage, retrieval, and context integration. Here’s what that actually means for the architecture, why we made specific tradeoffs,…...
AgentATC
1+ hour, 39+ min ago (758+ words) Track 3: AI & Agent Observability — "Agents of SigNoz" Hackathon (WeMakeDevs × SigNoz, July 2026) Every team at a hackathon like this is going to show you an agent that's slow, or an agent that errors. Tasks bounce endlessly between an Executor and a…...
An AI Coding Cost Tracker Needs a Measurement Contract
1+ hour, 28+ min ago (267+ words) The most dangerous number in an AI coding dashboard is the one labeled cost without a definition. A local tool can reconstruct token activity from Claude Code and Codex session records. It can apply a dated model-price table. That produces…...
Autonomous AI Agents and the 2026 Hugging Face Attack
4+ hour, 55+ min ago (910+ words) The intrusion began in a part of the infrastructure that AI platforms rely on heavily: automated dataset processing. According to Hugging Face’s July 16 incident disclosure, a malicious dataset abused two code-execution paths: a remote-code dataset loader and a template-injection flaw…...
DeepSeek API Balance Endpoint: Live Check and Monitoring
4+ hour, 8+ min ago (1701+ words) Live test: July 25, 2026 | Official endpoint | Three privacy-safe requests | All monetary values redacted This is an independent technical test. Chat-Deep.ai is not the official DeepSeek Platform or billing portal. If you still need general setup, start with our published DeepSeek…...
DeepSeek Sampling Settings Tested: Temperature, Top-P & Stop
3+ hour, 45+ min ago (1674+ words) Independent live API benchmark | Tested July 25, 2026 | 93 requests | deepseek-v4-flash DeepSeek temperature settings are easy to configure and easy to test incorrectly. The reason is specific to current DeepSeek V4: thinking mode is enabled by default, while DeepSeek’s official guide says temperature…...