GGracie·3d ago11Recent Fortinet FCSS_EFW_AD-7.6 test takers, what should candidates expect?I am getting ready for the Fortinet FCSS Enterprise Firewall 7.6 Administrator certification and wanted to gather some feedback from people who have already taken the exam. For those who passed recentLLouis commented
VVarsha·Jun 111Are we finally entering the era of real AI agents?For the last couple of years, most AI products have felt like smarter chatbots. Useful? Absolutely. Autonomous? Not really. After following the announcements from Google I/O 2026, it feels like the coHHelixa commented
Mmikebrown·May 2001AI & Predictive Maintenance in Semiconductor Manufacturing – Real Benefits or Hype?Explore how AI/ML analytics, sensor monitoring, and Industrial IoT are reducing downtime and improving OEE in semiconductor fabs.KKhushal commented
Rram·May 1210ok multiagent & multichat , but what about context?What it is: handovers context after it roughly hits 70-80% context Why: most models either hit context length or might have a context amnesia problem, so we'd have to switch the chat once we come acroJoin discussion
SCSuny Choudhary·May 521Vibe coding is great for MVPs, but do you actually trust it for production?I’ve been experimenting with AI coding tools a lot recently. They’re great for getting something working fast. But I’ve noticed a pattern: Things look clean.They run fine. But I don’t always fully undJoin discussion
SCSuny Choudhary·May 122Are most fintech “AI-powered” claims actually defensible?I’ve been noticing a pattern across fintech products. Everyone says their system is AI-powered. Fraud detectionUnderwritingComplianceRecommendations But when you break it down, most of these systems lGkim and 1 more commented
AJAadarshkumar Jadhav·Apr 3010Understanding RAG by Building One from ScratchIf you’ve worked with LLMs, you’ve seen this problem: They sound confident. But they’re often wrong. That’s because they don’t “know” things. They predict text. RAG (Retrieval-Augmented Generation) isJoin discussion
SCSuny Choudhary·Apr 2930Multi-LLM Systems Feel Safer. In Production, They DriftMost teams think adding multiple LLMs makes their system more reliable. In production, it often does the opposite. Each model behaves differently.Different safety filters, different context handling, Join discussion
ADArpita Dey·Apr 2400How DevOps Powers Scalable AI and Machine Learning PipelinesDevOps plays a key role in building scalable AI and machine learning pipelines by bringing automation, collaboration, and continuous delivery into the ML lifecycle. It enables faster data processing, Join discussion
ADArpita Dey·Apr 2120Why Big Data Matters: The Engine of InnovationWhy is everyone so obsessed with Big Data? The answer lies in its ability to remove the guesswork from decision-making. Here is why it matters across different sectors: Smarter Business Decisions In Join discussion
