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News
Building Production RAG Systems: Lessons from 6.7M+ Legal Records
17+ min ago (236+ words) When I built CourtGPT.ai to serve every US statute and case law, I learned a lot about what works (and what really doesn't) when taking RAG systems from demo to production. Here's what 18 months of running 6.7M+ legal records at…...
Specs rot. Running code doesn't. How I restructured my AI agent skills around live references
37+ min ago (493+ words) When I started having Claude Code build new web tools, I handed it abstract specs: design conventions, component rules, forbidden patterns. It would read the spec, produce something plausible, and stop at 80% quality. The remaining 20% took rounds of corrections. After…...
The Most Useful Support Agent Is the One That Cannot Send
30+ min ago (1000+ words) An AI support demo can look complete after one successful exchange: a message arrives, the model chooses a tool, and a polished answer appears. Would you let it send that answer to a real user? That tension is not evidence…...
Right Tool, Wrong Arguments: The Agent Failure Your Evals Wave Through
58+ min ago (480+ words) Your agent picked the correct tool. It routed to refund_order when the user asked for a refund. Your eval suite went green. And then it issued a $4,200 refund on order #0 because the argument extraction fumbled and defaulted the ID to zero....
Kimi K3 vs GPT‑5 - Detailed Performance & Feature Comparison
4+ hour, 22+ min ago (254+ words) Get a detailed comparison of AI language models Moonshot AI's Kimi K3 and OpenAI's GPT‑5, including model features, token pricing, API costs, performance benchmarks, and real-world capabilities to help you choose the right LLM for your needs. Kimi K3 is Moonshot AI's…...
Kimi K3 vs GPT‑5.2 - Detailed Performance & Feature Comparison
3+ hour, 40+ min ago (243+ words) Get a detailed comparison of AI language models Moonshot AI's Kimi K3 and OpenAI's GPT‑5.2, including model features, token pricing, API costs, performance benchmarks, and real-world capabilities to help you choose the right LLM for your needs. Kimi K3 is Moonshot AI's…...
GPT-Realtime-2.1 Mini vs Kimi K2.6 - Detailed Performance & Feature Comparison
5+ hour, 12+ min ago (183+ words) Get a detailed comparison of AI language models OpenAI's GPT-Realtime-2.1 Mini and Moonshot AI's Kimi K2.6, including model features, token pricing, API costs, performance benchmarks, and real-world capabilities to help you choose the right LLM for your needs. GPT-Realtime-2.1 Mini is…...
Exceed Current Quota - Course Q&A / Agentic AI
7+ hour, 41+ min ago (223+ words) I’m progressing through the Agentic AI course, and I’m at the final module - Module 5. In the ungraded lab for Customer Service Agent, I want to execute the code to see what the LLM generates, and I’m getting an error about…...
Print_llm_response is not a built-in function - Course Q&A / AI Python for Beginners
5+ hour, 4+ min ago (85+ words) Print_llm_response is not a built-in function DeepLearning.AI Print_llm_response is not a built-in function You have selected 0 posts. post by Faks 4 hours ago I am new here. I was trying the extra exercises in week 1 of AI Python for Beginners. I was…...
2.8 trillion parameters. 1 million token context. Native mul
2+ hour, 31+ 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....