1+ hour ago  (876+ words) Open AI is in the midst of overhauling Chat GPT. The goal is to transform the chatbot's simple interface into a personalized AI agent that can handle tasks in every facet of your personal and professional life. The company has…...

7+ hour, 14+ min ago  (793+ words) Most voice AI pilots succeed. Most production deployments do not. The gap is almost always infrastructure The pilot worked. The production deployment did not. For most enterprises, the difference comes down to one thing they did not plan for: the…...

49+ min ago  (865+ words) Cornell researchers Sil Hamilton and David Mimno published a paper on ar Xiv reporting that in a sample of **20, 000** model-generated stories from `Chat GPT`, Anthropic's `Claude`, and Google's `Gemini`, the same **11** words (names and occupations including "Elias", "lighthouse keeper", and…...

6+ hour, 21+ min ago  (1294+ words) That recognition pushed us toward developing a "classifier" agent that would govern overall agent autonomy. We wanted it to be a small model, so that it stayed fast and inexpensive to run, while still making a nuanced judgment about whether…...

16+ min ago  (78+ words) Scylla DB's tablet-based architecture dramatically outperformed Apache Cassandra's v Node model in scale-out testing. Benchmarks showed 7. 2" faster capacity expansion, rising to 9" faster when Cassandra cleanup operations were included. Scylla DB sustained roughly 3. 5" higher throughput with fewer timeouts and errors, while…...

14+ min ago  (171+ words) Matchmaking queues need three things from their core data structure: range-count queries as the skill window widens, global rank lookups for leaderboards, and constant add/remove updates. The usual default is a skip-list-backed sorted set, the kind Redis ships and…...

16+ min ago  (106+ words) Most blog estimates quote $0. 18$0. 46/min for gpt-realtime-mini. We measured 4000 real production sessions and got $0. 063$0. 082/min for a real voice agent, up to $0. 146/min in extreme cases. Audio output tokens dominate " 80% of your bill. The $0. 46/min figure is physically impossible: it…...

16+ min ago  (15+ words) Learn everything you need to know about Product via these 310 free Hacker Noon blog posts....

16+ min ago  (330+ words) Security is a habit of taking care of what you've built. It doesn't demand perfection, only attention. Imperfect protection is better than none. And a tested backup is better than the illusion of stability. Sometimes, all it takes is one…...

12+ hour, 2+ min ago  (152+ words) Build reliable browser workflows on scalable and secure system. Download the extension or go to code. axiom. ai for dev environment. Ultimate tier users can now request team access, allowing runtimes to be shared across selected accounts for improved collaboration,…...