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News
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
24+ min ago (524+ words) At 2026-09-12 01:20:47, my AI-driven crypto trading system was milliseconds away from executing a leveraged long position on NEARUSDT. The Large Language Model (LLM) had just outputted a definitive, structured JSON decision: FINAL_RULING=PROCEED. By all traditional algorithmic metrics, it was a green light....
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
12+ min ago (338+ words) Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an afternoon, ship a feature, and two days later your OpenAI dashboard says you spent $47. On what? Which model? Which request? You…...
The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path
31+ min ago (339+ words) On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a... Tagged with ai, programming, devtools, claude....
Recursive CTEs: How SQL Secretly Learned to Loop
43+ min ago (454+ words) Ask a SQL query to find "all employees under this manager," and things get ugly fast if you don't know how many levels deep the org chart goes. A regular join handles one level. Two joins handle two levels. Nobody's…...
AI เขียนโค้ด AI ตรวจโค้ดด้วย, จุดบอดที่ OpenAI ยังตอบไม่ได้
40+ min ago (2136+ words) โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka ทุกวันนี้ ทุก pull request ที่วิศวกรของ OpenAI ส่งเข้ามา จะต้องผ่านการตรวจความปลอดภัยอัตโนมัติ และถ…...
I banned Claude from saying 'looks reasonable' and it started finding my blind spots
1+ hour, 1+ min ago (477+ words) I'm in the middle of launching a SaaS product, and the deliverable from one particular session wasn't code. It was an execution plan, plus the design of the quality gates. In other words: writing down "how we're going to build…...
Implementation of Machine Learning Workflows with NVIDIA cuML, RAPIDS, GPU Benchmarking, Explainability, Clustering, and Model Inference
1+ hour, 6+ min ago (198+ words) We benchmark scikit-learn and cuML implementations of PCA, K-Means, nearest neighbors, logistic regression, random forests, and DBSCAN. We generate datasets on the GPU, synchronize CUDA operations for fair timing, and record the speedup each accelerated algorithm achieves. We also compare…...
Syncing your Obsidian
1+ hour, 11+ min ago (12+ words) Using Obsidian Live-Sync to sync your Obsidian quickly. Tagged with tooling, tutorials....
Open Source 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐒𝐢𝐠𝐧𝐚𝐥 𝐒𝐞𝐫𝐯𝐞𝐫
1+ hour, 46+ min ago (389+ words) LLMs can become useful analysis assistants when they have structured data and real‑time market context, meaning they have enough relevant information for the task. Getting specific indicators, news, and candles into an LLM is difficult, even with search tools…...
React Native vs Flutter in 2026: Which Should Your Startup Choose?
1+ hour, 26+ min ago (451+ words) If you are planning a mobile app, one of the first technical decisions is the framework. In 2026 the two serious cross-platform options are still React Native and Flutter. Both let you ship iOS and Android from one codebase, both are…...