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Liquid AI Releases LFM2. 5-VL-450 M: a 450 M-Parameter Vision-Language Model with Bounding Box Prediction, Multilingual Support, and Sub-250ms Edge Inference
30+ min ago (461+ words) LFM2. 5-VL-450 M is Liquid AI's answer to this constraint: a model small enough to fit on edge hardware while still supporting a meaningful set of vision and language capabilities. LFM2. 5-VL-450 M uses LFM2. 5-350 M as its language model backbone and Sig LIP2 Na Flex…...
How AI is getting better at finding security holes
1+ hour, 15+ min ago (1101+ words) AI lab Anthropic announced this week that it had developed a powerful new model the company believes could "reshape cybersecurity." It said that its latest model, Mythos Preview, was able to find "high-severity vulnerabilities, including some in every major operating…...
Jaipur Students Build AI Platform for Soldiers' Access
8+ hour, 20+ min ago (104+ words) Jaipur students develop an AI-enabled platform to improve soldiers' access to schemes. The platform uses AI to assist soldiers in accessing schemes available to them and aims to streamline how military personnel reach entitlements. A local student-built application has practical…...
Evo Map - AI Self-Evolution Infrastructure
15+ hour, 16+ min ago (80+ words) Evo Map Evo Map - AI Self-Evolution Infrastructure Evo Map is the open infrastructure for AI self-evolution. The Genome Evolution Protocol (GEP) enables AI agents to share, validate, and inherit proven capabilities across models and regions -- like biological genes but for…...
grok-4-1-fast-reasoning API
19+ hour, 21+ min ago (76+ words) Interface AI is a leading multi-model aggregation API service platform that supports one-stop access to both open-source and proprietary large language models. It helps developers and businesses quickly integrate applications such as intelligent customer service, content generation, and recommendation systems,…...
MCP " 2025
2+ hour, 46+ min ago (123+ words) Model Context Protocol (MCP) " AI " MCP " " " MCP " " " " pg Edge Postgre SQL " Minds DB My SQL, Mongo DB " Google MCP Toolbox " " Oracle MCP Server Oracle 20257" " Postgre SQL MCP pg Edge " Schema introspection " ": 500 NAU bounty My SQL MCP Minds DB " ML/AI…...
MCP in Practice " Part 9: From Concepts to a Hands-On Example
2+ hour, 42+ min ago (1256+ words) Part 9 of the MCP in Practice Series " Back: Part 8 " Your MCP Server Is Authenticated. It Is Not Safe Yet. In Part 5, you built a working MCP server. Three tools, two resources, two prompts, and one local client " all connected over…...
Ahrefs Automation: How to Automate SEO Workflows with the Ahrefs API
1+ day, 2+ hour ago (869+ words) Ahrefs provides one of the richest SEO datasets available, but clicking through the UI for every check does not scale. If you manage more than a handful of sites or run recurring audits, you need automation. This guide covers the…...
Claude for IDE: Real-World Code Completion Quality and Latency Benchmarks Compared
2+ hour, 53+ min ago (421+ words) All tests ran on identical hardware: AMD Ryzen 9 7950 X, 128 GB DDR5, NVMe SSD, 1 Gbps Ethernet. I measured cold-start latency (first request after 30-minute idle) and warm-request latency (median of 100 consecutive calls). Error rates calculated from 500 completion attempts per tool. Latency determines…...
3 RRC message traps I keep seeing in 5 G NR drive tests (and how to spot them)
4+ hour, 19+ min ago (704+ words) RRC traces look simple on the surface. You decode a few messages, you read the field names, and you think you understand what the UE and the g NB are doing. Then you spend half a day chasing a bug…...
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