A restaurant server on TikTok says she’s concerned about the math skills of today’s youth after an encounter with a teenager who struggled to count change for a $10.75 order. TikToker @jorlala, who works as a restaurant server, shared the experience in a video that received nearly 220,000 views and…
James Cook University researchers are calling for greater attention to financial literacy in schools after a new study found that people with a strong understanding of personal insurance were more likely to engage with insurance products.
What I Built TutorSaathi AI is an AI-powered teaching assistant designed to help English tutors and coaching centers create personalized learning materials for Hindi-speaking students. Many students understand English grammar rules but struggle to use English in everyday conversations. At the same…
How I built an evidence-first AI incident investigator using FalkorDB, Spring Boot, and JevModel for FalkorDB Graph Hacks 2026. The moment that inspired TraceOps Imagine this: checkout requests are failing, customers cannot complete payments, and alerts are firing across multiple services. The…
Getting an AI app to answer a question is exciting. Getting it to recognize when the documents don’t contain the answer is a more interesting challenge. For Day 1 of my AI challenge, I’m starting with a small problem: How can we make a RAG application avoid answering questions its sources cannot…
State-of-the-art music generation models like ACE-Step 1.5 are technical marvels, but they carry a known systemic blindspot: they were trained predominantly on Western 4/4 structures. When you prompt foundation models for traditional South Indian acoustic percussion like Parai, Thappu, or…
Most teams have the same problem: the answer to "why is this blocked?" exists, but it's spread across a task status, a custom field, three comments and a Doc someone wrote last month. Nobody reads all of that before stand-up. I wanted an agent that could, so I built a ClickUp connector for cognee…