Cogent AI Team Releases VR-1: A Frontier Cyber Reasoning Model That Composes and Verifies Enterprise Attack Paths
Source: MarkTechPost Cogent AI team released Cogent VR-1, a reasoning model post-trained specifically for cybersecurity rather than picking...
Onton Releases Ontology 1: A Neurosymbolic Search Model That is 2.7x More Accurate than the World’s Best E-commerce Search Engines
Source: MarkTechPost Onton, a San Francisco-based search and discovery company, has released Ontology 1, a neurosymbolic model for...
A Tutorial on GeoAI: Designing Footprint Extraction from NAIP Imagery Using U-Net, Grounding DINO, SAM, and Mask R-CNN
Source: MarkTechPost In this tutorial, we design a complete GeoAI workflow for extracting building footprints from high-resolution NAIP...
End-to-End Forecasting with TimesFM 2.5: Backtesting, Covariates, Anomaly Detection, and Scalable Colab Deployment
Source: MarkTechPost In this tutorial, we build an advanced end-to-end time-series forecasting workflow with TimesFM 2.5. We begin...
AMD Releases Instella-MoE-16B-A3B: A Fully Open Mixture-of-Experts LLM With 2.8B Active Parameters Trained On Instinct GPUs
Source: MarkTechPost AMD released Instella-MoE-16B-A3B, a fully open Mixture-of-Experts language model trained from scratch on Instinct MI300X and...
Accelerating Transformer Training with NVIDIA Transformer Engine, Fused Kernels, BF16, FP8, and GPU Benchmarking
Source: MarkTechPost In this tutorial, we explore how NVIDIA Transformer Engine accelerates transformer workloads by combining fused GPU...
Supabase Releases Evals: an Open Source Benchmark That Scores Claude Code, Codex and OpenCode on Real Supabase Tasks
Source: MarkTechPost Supabase has open sourced Supabase Evals, its benchmark and framework for testing how well AI agents...
MiniMax Releases MiniMax H3: An Omni-Modal Video Model That Generates 15-Second 2K Clips With Native Stereo Audio
Source: MarkTechPost MiniMax releases MiniMax H3, a general-purpose multimodal generation model. MiniMax H3 is not a text-to-video model...
DeepSeek Upgrades DeepSeek-V4-Flash-0731 with Major Agentic and Coding Gains
Source: MarkTechPost DeepSeek published DeepSeek-V4-Flash-0731 on Hugging Face and moved the official V4-Flash API into public beta on...
LingBot-Map Tutorial: GPU-Aware Inference and Point Cloud Export
Source: MarkTechPost In this tutorial, we implement an end-to-end streaming 3D reconstruction pipeline with LingBot-Map. We begin by...