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B. AI Enhances Deep Seek-V4 Infrastructure for Crypto and AI Workloads
1+ hour, 10+ min ago (357+ words) Cryptonews. net B. AI Enhances Deep Seek-V4 Infrastructure for Crypto and AI Workloads B. AI, an AI infrastructure firm, has announced the completion of the Deep Seek-V4-Flash and Deep Seek-V4-Pro service upgrades. This optimization of the new upgrades of Deep…...
Build a Complete Langfuse Observability and Evaluation Pipeline for Tracing, Prompt Management, Scoring, and Experiments
1+ hour, 16+ min ago (346+ words) We begin by installing the required Langfuse and Open AI packages inside the Colab environment. We then collect Langfuse credentials, choose the correct Langfuse region or self-hosted URL, and optionally accept an Open AI API key. We finally initialize the…...
Confirmation primitives for AI agents
11+ hour, 2+ min ago (355+ words) "Yes, delete that one" " three words that should not be enough to wipe out a six-month campaign. As AI agents get more capable, the gap between user intent and tool execution gets riskier. Verflow's pattern: stage the destructive call, render…...
AI Prompt Injection, Drupal SQLi Exploitation, and Nmap for Hardening
2+ hour, 42+ min ago (1349+ words) Today's Highlights Our top stories tackle AI-specific security with a fresh perspective on prompt injection, warn of active exploitation for a critical Drupal SQLi vulnerability, and offer a practical guide to network scanning with Nmap. These insights equip security professionals…...
Allas Code Intitute / Full Agentic Stack: The Intent-Based Router
2+ hour, 41+ min ago (548+ words) Status: Draft / Experimental O Intent-Based Router " um motor de execu'o de APIs que prioriza a Inten'o do cliente sobre a preciso sint'tica da requisi'o. Diferente de roteadores determin'sticos tradicionais que operam em l'gica bin'ria (Sucesso/Erro 404/Erro 400), este roteador implementa…...
Gemma 4 vs GPT-4o vs Llama 3: What Actually Works Locally?
3+ hour, 9+ min ago (701+ words) Gemma 4 Challenge: Write about Gemma 4 Submission This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Few years ago, most developers had a simple AI workflow: Use Open AI's API. Ship product. Hope the invoice stays reasonable. Now the…...
Giving AI Agents Permanent Memory with MCP and CRDTs
3+ hour, 1+ min ago (98+ words) Hacker Noon Giving AI Agents Permanent Memory with MCP and CRDTs I'm a software engineer with 15+ years of experience and strong people and process management skills. Why Your AI Agent Keeps Forgetting (Even With 1 M Tokens) The AI Infrastructure Alliance…...
Open AI Codex Becomes Desktop Agent: Controls Mac Apps, Watches Screen, Runs on Mobile
3+ hour, 30+ min ago (196+ words) GPT-5. 5 supports a one-million-token context window in the API and a 400, 000-token window in Codex. Open AI says the model completes the same Codex tasks with fewer tokens than GPT-5. 4, offsetting its higher per-token price for most users. The practical…...
Build an AI Agent in Python: Beginners' Guide | Trending Stories
5+ hour, 19+ min ago (512+ words) Building autonomous AI agents in Python is now accessible to beginners, requiring only basic programming knowledge. Unlike simple chatbots that wait for specific prompts, AI agents can observe, plan, analyze, and execute tasks with minimal human intervention. A recent tutorial…...
How to Build Production ML Systems That Detect Failure Early
3+ hour, 38+ min ago (120+ words) Hacker Noon How to Build Production ML Systems That Detect Failure Early Data Scientist at DFE, UK. |(GORS Badged)|AI Researcher|Microsoft Certified in LLM, Agentic AI, Azure AI, Data Science Building a Multi-Agent AI System in Python for More…...
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