EmotionLens: Exploring AI-Powered Facial Expression Analysis with Open-Source AI
This is a submission for the "Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle" ( https://dev.to/challenges/hacktoberfest-week2-2026-10-12…
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How Do AI Companies Get Their Training Data?
Originally published at aidata.broker . AI companies get their training data through six channels: they crawl the open web, license content from pub…
Whisper Hallucinations: 'Thanks for Watching' in 9% of My Transcripts
A user emailed me a screenshot of their feedback report. Under "Communication," my scoring model had written: "Closed the answer with 'Thanks for wa…
Claude may have found a new CRISPR-like gene editing system
AI disclosure: this article was produced with AI assistance and reviewed for accuracy. Anthropic reports that Claude searched a massive DNA sequence…
How Curiosity About the Snapdragon NPU Turned Into HK NPU STUDIO
Local AI for Snapdragon® PCs Your Hardware • Your AI • Your Control Developing software is rarely a straight line. Sometimes it feels like progress,…
Ex Machina: The Physical Turing Test, Theory of Mind, and the Emotional Jailbreak of AI
In 1950, when electronic computers were still colossal cabinets of ticking mechanical relays and glowing vacuum tubes, Alan Turing authored his lege…
Why Shared Organizational Memory Matters More Than Prompt Chaining in Agent Teams
Most multi-agent setups treat agents like functions in a pipeline. Agent A generates a spec, Agent B writes code, Agent C reviews. Information flows…
🏪 Ranchi Dukaan Pro — Predicting Stock Demand with TabPFN-TS
Smart Stock & Demand Predictor Can an AI forecast help a small shopkeeper make better stocking decisions? Small retailers have to decide what to…
What is Overfitting: How Can an AI Model Score 99% on Training Data and Still Fail in the Real World?
Imagine building an AI model to detect fraudulent transactions. You train it on thousands of historical transactions. The results look incredible. I…
AI App Development: A Complete Guide to Building AI-Powered Apps
By Nevil Martin | SEO Analyst with 3+ Years of Experience Artificial intelligence is changing the way software applications are designed, developed,…
# Understanding Computer Vision: From Pixels to Object Detection
Introduction Computer vision is a field of artificial intelligence that enables computers to process and understand images and videos. It can be use…
AI coding agents generate more code, but not more software
You know that moment when you’re staring at your screen, and you just can’t seem to find the right way to express what you want in code? It’s frustr…
Closing the Loop in Healthcare AI: From Prediction to Verified Action
Healthcare AI evaluation often focuses on model outputs, including discrimination, calibration and predictive performance. These measures are import…
Can Jev beat Polymarket? I asked it about 26,174 resolved markets
Can Jev beat the Polymarket price? Not from the question text, no. I sent Jev the question and resolution rules of 26,174 resolved Polymarket market…
OpenAI Fired Its Safety Staff, Then Cited Its Auditors
OpenAI Fired Its Safety Staff, Then Cited Its Auditors OpenAI fired three safety researchers in the first week of October 2026 -- Jasmine Wang, Tome…
From AI Projects to Research Contributions: How Developers Can Make Their Work More Visible
Many software developers and AI engineers build impressive projects, solve complex technical problems, and experiment with new technologies. However…
Breaking the Subword Boundary: Probing Architectural Vulnerabilities in Modern LLMs (ASTRAL-Bench on Kaggle)
This is a submission for the Kaggle Benchmarking Challenge Breaking the Subword Boundary: Architectural Vulnerabilities in Modern LLMs When we look…
DeployGuard: Can AI Diagnose Deployment Logs Without Guessing?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked A deployment log can contain a successful build and a failed rollout.…
Autonomous Marketing Architecture: Why Multi-Agent Systems Beat Legacy Agency Models
From NVIDIA activations to regulated international iGaming and autonomous multi-agent systems: an operator blueprint. Most marketing conversations i…
Multi-Reward RL, Part 2: Benchmarking GRPO, DAPO, and CISPO on Unseen Tasks
Follow-up: Part 3 scales the CISPO + REPO-R recipe to Qwen3.8-27B and 600 steps , with a one-change-per-run holdout ladder and an advantage-floor fa…
What Is AI Sycophancy? Examples and a Practical Test
AI sycophancy is a model’s tendency to favour agreement with a user’s stated beliefs or preferences over an accurate, independently justified answer…
What AI labs pay developers to review code right now (data from 236 open roles)
AI labs need code that is correct, readable and safe, and they need people who can tell the difference. So they pay developers by the hour to review…
What Is Jev? I Tested TypeSafe's Decision Model on My Comments and Email
In September 2026 a company called TypeSafe released Jev, and it isn't a chatbot. It never writes a sentence. You give it some text and a question w…
I graded 8 AI models the way I grade new contact centre agents
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I have trained customer service and contact centre staff for more than…
Your AI Code Can Be Elegant Too
As the Machine Learning Engineering Manager at an AI-powered SaaS company, I get a front-row seat to the machine learning (ML) code written by data…
Day 2: How Machines Actually Learn — Supervised, Unsupervised and Reinforcement Learning
Yesterday we saw that machine learning flips traditional programming: instead of writing explicit rules, we give an algorithm data and outcomes and…
I built maarg: Python experiment tracking with zero logging boilerplate
Every time I work on quick machine learning experiments or parameter sweeps, I hit the same workflow friction: experiment tracking instrumentation .…
Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch
If you want to truly understand how ChatGPT, Llama, or Claude works, reading about them isn't enough. You have to build one from the ground up. In 2…
Why AI Lies Without Knowing It’s Lying | Victor Amit
Understanding Hallucinations, False Confidence, Statistical Prediction, and the Engineering Gap Between Plausibility and Truth A developer asks an a…
Same Patient, Conflicting Documents: Can AI Preserve the Evidence?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked A patient uploads a laboratory report, an older discharge summary and…