Most Companies Already Got Burned by Their Own AI Agents.
Most enterprises already had an AI agent security incident. Here's why hiring a human for oversight still beats trusting the agent alone.
I need expert Agentic AI resource (Teacher). ------------------------------------------------------------------- Goal is to create real world project, learn and prep for jobs. ------------------------------------------------------------------- My background is experienced IT professional with C#, ASP.NET and SharePoint skills. Have knowledge of React, JavaScript and Python. You can create course outline with timeline. Need to create a real world scenario Agentic App that -- Make calls to LLM (Claude, Chat GPT or any other LLM) -- Have Agent context with sub agents with (tool definition, tool call results) -- Use RAG -- Make API Calls -- Make calls to Vector DB (Create any small DB with few records) -- We will make our own small Vector DB -- Will use Chunking -- We will upload code o...
I’m building a production-grade large-language model for Kurdish, covering both Sorani and Badini, and I need an experienced fine-tuner to guide the technical core of the project. The first milestone is our data pipeline. The dataset structure is critical: I want clearly separated CPT and SFT splits, stored as clean JSONL, with solid deduplication and quality filters baked in rather than patched on later. You’ll help me design that pipeline end-to-end instead of just running someone else’s script. Next comes training. We are using QLoRA on top of Hugging Face Transformers with PEFT and, ideally, Unsloth for speed-ups. I need hands-on advice across the entire stack—model configuration, training optimisation and hyper-parameter tuning—so my in-house engineer c...
Project Overview: >We are developing a next-generation AI-powered cybersecurity platform to enhance threat detection, security operations, incident response, and intelligent decision-making through Agentic AI and Generative AI. Our objective is to build an enterprise-grade, production-ready AI ecosystem that goes beyond traditional chatbots by enabling autonomous AI agents capable of reasoning, planning, executing multi-step tasks, and securely interacting with cybersecurity tools and knowledge sources. >The platform will leverage Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI Agents, and domain-specific cybersecurity knowledge to provide intelligent assistance for SOC analysts, security engineers, and incident responders. The solution must deliver accurate,...
Most enterprises already had an AI agent security incident. Here's why hiring a human for oversight still beats trusting the agent alone.
A new Gallup poll found small business the only U.S. institution with real bipartisan trust. Here's why that matters if you're building one.
Jamie Dimon says AI cut jobs 30–40% in some bank units. Real data shows the same finance work growing fast in the freelance market.