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New releases, updates to existing datasets and models, and what we are working on.

News 3 min read

Your Account Is Yours, and So Are the Numbers

A new Insights page reports your downloads, likes, progress and quiz results, with CSV exports of all of it. Alongside it: account settings, a forgotten-password link that actually exists, and a notification when an admin reviews your work.

News 2 min read

One Search Box, and a JSON API for Everything Public

Search now covers datasets, models, courses, guides and news from a single box. Everything a signed-out visitor can read is also available as JSON, with no key and nothing to sign up for — plus RSS feeds and a sitemap.

News 2 min read

Quizzes, Certificates and Reviews for Every Course

Lessons can now end with a quiz you have to pass to finish them, courses issue a shareable certificate when you reach the end, and the learners who took a course can say what it was worth.

Guide 2 min read

Five Hundred Guides, From First Principles to Agent Harnesses

The guide library has grown to 500 articles across sixteen topics — machine learning and statistics at one end, RAG, prompting, MCP, A2A and AI security at the other. Every one is free, needs no account, and sits one click from the courses that recommend it.

News 2 min read

Reference Any Hugging Face Model or Dataset in One Step

Paste a Hugging Face ID or address on the New dataset or New model page and glitchdata builds a draft from it — card, licence, tags, key facts and every file as a link back to Hugging Face. Nothing is downloaded.

News 2 min read

Adopt a Dataset: Your Dashboard Now Tracks the Data You Use

A new Adopt button adds any live dataset to My Datasets without taking ownership, and the redesigned dashboard brings your datasets, models and courses together — with a Continue button that picks up at your next lesson.

Guide 2 min read

Thirteen AI Courses, From First Principles to Agents

The course catalogue has been rebuilt around AI: thirteen free courses and 52 lessons, from how machine learning works to building and evaluating LLM agents — several of them hands-on with datasets and models from the hub.

1 min read

Budget 2026: Detailed Data & ICT Investment Breakdown

Australia is entering a major digital shift in 2026. National IT spending is expected to exceed $172 billion. This is a big step for the country’s digital future. Sustainment, Resilience & Digital Transformation The 2026 budget focuses on Sustainment and Resilience. Here is a breakdown of the key funded projects: Digital ID: $650m / 4 […]

1 min read

New Service: Professional Avatar Creation

We are excited to announce our new Professional Avatar Creation service! Your online presence is more important than ever. Our service helps you create a high-quality, custom-designed avatar that reflects your professional brand. Check out the product in our shop: Avatar Creation Service QR Code – Purchase Link

1 min read

The Rise of Agentic AI: Autonomous Solutions in 2026

Understanding Agentic AI in 2026 As we move through 2026, the landscape of Artificial Intelligence has shifted from passive generative models to proactive Agentic AI. Unlike traditional AI that waits for a prompt, Agentic systems are designed to perceive their environment, reason about goals, and execute multi-step tasks autonomously. From Assistants to Autonomous Co-workers The […]