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News
The AI Slop Economy Runs on Unpaid Verification
2+ hour, 5+ min ago (724+ words) Roughly half of new articles published on the web are now primarily AI-generated. That figure comes from Graphite, which sampled 55,400 pages from Common Crawl and averaged three detectors: 49.9 percent in the first quarter of 2026, and roughly flat near half for…...
Domando o Caos das Integrações: como o Facade Pattern simplificou um checkout de e-commerce
16+ min ago (24+ words) O que é o Facade Pattern? O Facade é um padrão de projeto estrutural. Padrões estruturais, de forma... Tagged with architecture, backend, programming, softwareengineering....
OpenAI’s voice AI no longer waits for your turn — it costs $0.05 a minute
1+ hour, 59+ min ago (453+ words) Martin Cid Magazine Press Enter to Search Every voice AI on the market today tells you to wait before speaking. OpenAI’s GPT-Live-1 does not. The model, available through OpenAI’s API, listens and speaks simultaneously — handling interruptions, pauses, and overlapping speech…...
AI Agent Defender: What Consumer Tools Actually Exist to Protect Your Smart Home’s AI Agents | Agents at Home | CryptoRank.io
42+ min ago (618+ words) AI Agent Defender: What Consumer Tools Actually Exist to Protect Your Smart Home’s AI Agents CryptoRank AI Agent Defender: What Consumer Tools Actually Exist to Protect Your Smart Home’s AI Agents See what traders are focused on Last Tuesday, my…...
Case studies
6+ hour, 25+ min ago (56+ words) Real projects, real impact. From AI-powered systems to enterprise security, explore how we turn complex challenges into measurable outcomes. CSIC & Upgrade Hub Prensa Ibérica × Upgrade Hub Let's discuss how we can help you achieve measurable results. Clients in Europe, the…...
Hy4 preview vs Grok 4.5 - AI Model Comparison
2+ hour, 31+ min ago (16+ words) OpenCode Related comparisons. Other model pairs to check....
CrewAI alternatives — when a hosted team fits better
4+ hour, 11+ min ago (149+ words) brewyard.ai CrewAI is an open-source Python framework for building multi-agent systems. You define the agents, their roles, their tools and how they cooperate — in code. You choose the models, you provide the infrastructure, and you keep the system running…...
Migrating from crontab: five everyday schedules, translated into Kairos
59+ min ago (670+ words) If you arrived from the Kairos 1.0 announcement, this is the hands-on one: take a crontab you already have and translate it. First, the honest part: if your jobs are plain fixed-time repeats, stay on cron. "Every hour", "3am daily" — there is…...
Bot Detection False Positives: How to Actually Test Accuracy
1+ hour, 28+ min ago (1443+ words) The fastest way to lose confidence in bot protection is not to miss a bot. It is to block a real customer. A missed scraper costs bandwidth or content. A blocked customer costs a sale, a support escalation, and trust…...
171. Saturday Robotics & World Models Reading Club 28: Dyna-2, Dyna Robotics. Video: New Scaling Law
7+ hour, 3+ min ago (1708+ words) Dyna Robotics builds deployable robot foundation models. On-slide demos: kitting, circuit board assembly, box folding, package flipping The talk is organized around three questions the field still does not agree on: What is the right source of pre-training data for…...