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The 2026 World Cup has added AI and computer vision to the officiating crew — a sensor inside the ball, semi-automated offside calls, and 16 tracking cameras per stadium. Oren Etzioni explains how the systems work, what they deliberately leave to human referees, and what it says about automation mor
Your old Android phone can become an Android Auto display without replacing your entire dashboard
When building prototypes with Generative AI, velocity is everything. Developers want to stitch together prompts, text splitters, vector stores, and models as quickly as possible. This need for speed catalyzed the explosive rise of orchestration frameworks like LangChain. However, as a backend system
SOLS-Runner This is a submission for the June Solstice Game Jam SOLS-Runner is a narrative puzzle adventure inspired by the June Solstice and the idea that growth often comes through periods of darkness, uncertainty, and change. Players take on the role of Leo, a young runner who feels disconnected
Have you ever looked up at the night sky and wondered how astronomers classify the brightness of stars? It seems simple: bright, brighter, brightest. But in the realm of astrophysics, measuring the intensity of cosmic light is a high-stakes game of precision that bridges ancient Greek geometry, loga
The productivity upgrade hiding behind my tab addiction.
Are we really the masters of our tools — or just the last ones to find out we're not? AI and robotics tech demos are backfiring. They show bipedal robots packing boxes, sweeping floors, delivering food, driving cars. Jobs humans already do. Jobs that are cheaper to do by human than buying a robot an
TL;DR A cluster of discarded smartphones can match the cost and performance profile of cloud server instances for a defined, bounded class of workloads bursty, latency-tolerant, horizontally-scalable services like microservices, dev environments, and educational platforms. This isn't a sustainabilit
By Aritra Mondal | Built for the Google Gen AI Academy "Meet the Builders" Campaign 💡 The Everyday Struggle But there’s a catch. This isn't just Ramesh's story. Millions of farmers, students, women, and low-income families in India miss out on their rightful benefits simply because of information o
You ship a /posts index page. It renders 50 posts, and for each one it shows the author's name with post.author.name. QA says the page is slow, and the logs are full of repetitive SQL. What is this problem called, and why is it happening? How would you detect it, in dev and in a running app? How do
Hey everyone! I'm a software engineering student at Learn2Earn, part of the 01Edu network. I am currently deep-diving into Golang and working through peer-to-peer, project-based challenges. Master structural logic and standard Go packages. Tackling text manipulation, algorithm design, and file syste
I keep seeing the same pattern with AI agents: the demo works, the first workflow is exciting, and then the boring operational questions show up. What is installed? Which model/provider/config is this run using? What tool calls happened? Which actions needed approval? Can I replay the failure, resum
The Longest Hall — Nexus Ragnarok A mythic‑cyber arena built for the June Solstice Game Jam, where light and darkness, identity and liberation, and code and consciousness collide. What I Built The Longest Hall is a solstice‑driven level inside my ongoing project Nexus Ragnarok. The hall is split int
Edge computing is now the backbone of industrial AI. Cloud-only architectures consistently fail in factory environments where latency requirements are measured in single-digit milliseconds, internet connections drop without warning, and a single conveyor belt vibration sensor generates over 10 GB of
Quick context: final-year CS student, self-teaching full-stack via 100xDevs. College isn't teaching me real dev skills, so I'm doing it myself. What I've built so far: Counter App, Todo CRUD API, Users API, Hospital API The actual problem: Target: fresher dev role (10LPA) by September 2026. Clock's
This is a submission for the June Solstice Game Jam Coordinate systems. Rotated bounding boxes. A sine wave cycling 637 times per second. A tribute to Alan Turing hidden in binary light. This is how Solstice Village came to be. June 21. The longest day. Light and darkness at their most dramatic infl
LLM API calls fail between 1% and 5% of the time in production. Not from hallucinations. From 429 errors nobody handled. You've probably seen this: you ship an agent, everything works in staging, prod hits a burst of traffic, the provider throttles you, and suddenly your agent is retrying forever, b
We have all been there. It is 2:00 AM, and your phone starts screaming on the nightstand. You squint at the screen to see a cryptic alert: "login error rate jumped 5x." Your heart sinks because you know exactly what comes next. You crawl out of bed, open your laptop, and begin the frantic detective
CME Group sued the CFTC on Thursday, alleging that the agency was wrong in how it approved Kalshi's first U.S. perpetual futures product.
Apple products used to be huggable toys. Are those days coming back?
