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The 272K Footgun: How GPT-6 Astra's Context Surcharge Silently Doubles Your Bill
3+ hour, 57+ min ago (695+ words) But there's a line in the pricing docs that most teams are going to miss until it shows up on a bill: > Requests where the input prompt exceeds 272,000 tokens are billed at 2× input (and cache) rates and 1.5× output rates on…...
Tinuiti Unveils Bliss Point MCP Server, Pioneering Open Measurement Access for AI Agents
12+ hour, 10+ min ago (573+ words) FinancialContent Tinuiti Unveils Bliss Point MCP Server, Pioneering Open Measurement Access for AI Agents Today,Tinuiti, a leading independent media agency, announced the launch of the Bliss Point Model Context Protocol (MCP) Server, becoming one of the first agencies to…...
Don’t Marry Your LLM Provider: One NestJS Service for Claude, OpenAI and Gemini
2+ hour, 49+ min ago (1188+ words) Every LLM provider ships its own SDK with its own shapes, and if that leaks into your app, switching models turns into a rewrite. I started with three small Python snippets that ask the same question: one for Gemini, one…...
Musubi unveils PolicyLM-1.7B for real-time content moderation
3+ hour, 29+ min ago (464+ words) The trust and safety startup released an open-weights decision model built to classify content against custom policies in under 100 milliseconds Content moderation has a speed problem. Posts go live in an instant, and the systems meant to police them often…...
Why I Stopped Asking AI to “Write Me a Test”
2+ hour, 49+ min ago (774+ words) The ideas, the approach, the facts and the content decisions come from my work on AIQ and from my talks. An AI agent in Claude Code wrote the text and created the diagrams from those materials and my instructions. I’m…...
I solved 0÷0
4+ hour, 29+ min ago (848+ words) I’ve been working on a mathematical idea called Afterdigit. It started with the idea of numbers getting bigger and bigger, but I ended up connecting it to a whole system involving new bases, a new operation called Onui, something called…...
The Codex Daemon That Remembered a File I Deleted
3+ hour, 28+ min ago (288+ words) Two terminals, same machine, same files, same symlinks. One showed all my Codex tasks. The other showed none. Here’s how a stale daemon that “remembered” a file I’d deleted made my setup look broken when it wasn’t. Some context: I…...
CPython Rust Proposal Targets Memory Safety, Starting With Optional zlib Implementation
11+ hour, 5+ min ago (387+ words) AI-Native Threat & Exposure Management Every source, one Intelligence Graph Prioritize by real adversary activity, not CVSS Outcomes by security role Every tool Mallory connects to Browse everything we publish Guides and solution briefs Stories as they unfold What's moving right…...
Python Backend Engineer for AI Agent Data
2+ hour, 55+ min ago (330+ words) Build Python connectors that replicate SaaS tools and create evaluation tasks for AI agents in a remote, four-week contractor engagement. Earn $300 per approved task, with a minimum of one approved task per day. You will build backend software and evaluation…...
EmbeddingGemma 2 - Run Locally
7+ hour, 9+ min ago (784+ words) Run EmbeddingGemma 2 locally and fine-tune the model with Unsloth. You can run EmbeddingGemma 2 locally via our GGUFs using Unsloth Desktop or even fine-tune the model via Unsloth. embeddinggemma-2-GGUF 740M total (can choose which to use): 270M text + 170M vision + 300M audio Text, code,…...