The Mathematics Search Engine

16+ min ago   (506+ words) Originally published on AIdeazz — cross-posted here with canonical link. Oracle Cloud Infrastructure (OCI) is our backbone. Specifically, the Always Free tier. This isn't a trial; it's a permanent allocation of resources. We utilize: Our LLM strategy is a hybrid. For…...

28+ min ago   (1097+ words) You're Not Bad at Using AI. You're Just Using It Like Everyone Else. A year ago, I thought AI was a better search engine. I'd ask a question. When the answer was wrong, I'd blame the AI. When the answer…...

11+ hour, 56+ min ago   (122+ words) Hiring: AI Architect.Client: CenterPoint Energy.Location: Houston, TX.Contract: 8\/17\/2026 – 8\/16\/2027.C2C Rate: $90–$105\/hr.Key Skills:- 10+ years in Software Engineering \/ Architecture.- 5+ years of Azure \/ GCP Cloud Architecture.- 3+ years designing AI \/ Generative AI solutions.- Strong Azure PaaS, microservices, APIs & application modernization experience.- Experience…...

23+ min ago   (931+ words) On the last morning of my Ahrefs subscription I burned through 400,000 API units before lunch. That was deliberate, since the budget resets monthly and expires with it, so the choice was spend it or lose it. But it produced something…...

1+ hour, 6+ min ago   (499+ words) Sounding off: As AI moves into more parts of daily life, the possibility of using it in New Orleans' 911 system struck a nerve. Residents were relieved to learn that reports of AI replacing emergency call-takers were inaccurate, but the reaction…...

1+ hour, 12+ min ago   (587+ words) Walk the floor of any active manufacturing plant and you hear a constant baseline of noise. Plant managers and seasoned operators know that sound inside and out. They know when a spindle drive whines a little too loud or a…...

1+ hour, 28+ min ago   (524+ words) I keep seeing the same local LLM sizing mistake: "The model file is smaller than my GPU, so it should fit." That is only the first check. A 24 GB GPU does not give your model a clean 24 GB memory budget....

1+ hour, 26+ min ago   (601+ words) Trois lignes suffisent à raisonner. Le reste du barème (Opus, Haiku, contexte 1M) ne change pas. Retiens la troisième ligne, parce que c'est elle qui gagne la partie. Un cache hit coûte 10 % du prix d'input. Même après la hausse, lire depuis…...

7+ hour, 20+ min ago   (1678+ words) Moonshot AI’s Kimi K2.6 costs $4 per million output tokens. GPT-5.5 costs $30 for that same million tokens. That 7.5x gap is the reason developers keep asking whether an open-weight model out of Beijing can replace the two priciest frontier models on the market....

1+ hour, 31+ min ago   (1028+ words) This is the gap LLM observability and evaluation platforms fill. They record every span of an LLM pipeline — prompts, completions, retrievals, tool calls, token counts, latencies, and costs — and then score outputs for quality using automated evaluators. In 2026, this category…...