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News
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
21+ 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
9+ 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…...
Bir web portföyünü anlaşılır kılmak: içerik hiyerarşisi ve proje sunumu
33+ min ago (328+ words) Bir freelancer portföyünde ziyaretçinin önce üç soruya cevap bulmasını önemsiyorum: Ne yapıyorsun, hangi işleri gösterebilirsin ve sana nasıl ulaşabilirim? Bu yazı, web tasarım hizmetlerini sunarken kullanılabilecek basit bir içerik planı. Hizmet listesinin tamamını ana başlığa sıkıştırmak yerine ana işi açıkça…...
The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path
28+ 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
40+ 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…...
Locking Exchange Rates for Multi-Currency Billing
40+ min ago (759+ words) The problem When a subscription platform bills in more than one currency, the price a customer agreed to at checkout and the amount that eventually settles in your account are not the same number by default. Between the moment a…...
Text correction with Harper
1+ hour, 7+ min ago (18+ words) A grammar checker developed by Automattic using Rust, with a focus on privacy and performance. Tagged with tooling....
AI เขียนโค้ด AI ตรวจโค้ดด้วย, จุดบอดที่ OpenAI ยังตอบไม่ได้
38+ 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
58+ 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, 3+ 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…...