What I learned running topic modeling on 2,800+ user messages, and how you can do it too.
https://aiweekender.substack.com/p/how-to-turn-ai-conversation-logs…
Claude the Instructor
Using Claude as a teaching tool, Robin Moffatt learned dbt by having the AI build a persistent knowledge file and explicitly avoid assumptions to reduce hallucinations and improve learning accuracy.
OpenAI’s Education Pitch Has a Free Version Problem
An article on an OpenAI Education summit highlights criticism that there was no clear roadmap for moving students from free ChatGPT to paid educational versions, though future advanced features may naturally drive adoption.
https://marcwatkins.substack.com/p/openais-education-pitch-has-a-free…
Your Browser Becomes Your WordPress
A new browser-based WordPress runs entirely locally using WebAssembly, spinning up a server, database, and full installation in seconds with no hosting required.
How to Use AI as a Stand-In SME for Portfolio Samples
Christy Tucker shows how AI can act as a stand-in Subject Matter Expert (SME) to help instructional designers brainstorm, analyze needs, and develop portfolio projects when a real SME isn’t available.
Academics Need to Wake Up on AI
A researcher argues that recent advances in AI are poised to radically transform academic research, publishing, and the structure of academia itself.
https://alexanderkustov.substack.com/p/academics-need-to-wake-up-on-ai…
Harvard Professor Says AI Users Are Losing Cognitive Abilities
Harvard astronomer Avi Loeb warns that excessive reliance on AI tools like ChatGPT, Claude, and Gemini may erode human cognitive abilities and critical thinking over time.
https://futurism.com/artificial-intelligence/harvard-avi-loeb-ai…
Google NotebookLM can now turn your notes into AI videos — visual learners will love this
NotebookLM now adds Cinematic Video Overviews, a feature that converts uploaded documents into animated video explainers with dynamic visuals to make research easier to understand.
AI Literacy Frameworks
This tool, which the website source reveals was created by Perplexity computer, compares 20 AI literacy frameworks across 9 domains. The domains are: technical understanding, practical application, critical evaluation, ethical reasoning, societal and systemic awareness, human agency and identity, governance …
College students, professors are making their own AI rules. They don’t always agree
As generative AI becomes widespread in education, professors and students are divided between seeing it as a shortcut that undermines critical thinking and embracing it as a powerful tool that, if used responsibly, can enhance learning.
https://www.npr.org/2026/03/03/nx-s1-5716176/ai-college-students-professors…
Towards the Permissive and Transparent use of Generative AI in Education
Since 2022, generative AI has made it easy for students to produce essays, presentations, and even videos, forcing educators to rethink traditional assessment strategies.
You’re overpaying for a password manager: this free one does everything you need
Bitwarden offers most essential password-manager features for free, making it a strong alternative to the more polished but paid 1Password.
https://www.makeuseof.com/bitwarden-vs-paid-password-managers…
AI Agents Are Recruiting Humans To Observe The Offline World
Agents need us, as sensors, as verifiers, as bearers of liability, in ways we have barely begun to account for.
13 Powerful Studies That Tell the Story of AI
As AI use rises, the distinction between shortcut or scaffold becomes increasingly harder to spot.
https://www.edutopia.org/article/13-powerful-studies-that-tell-the-story-of-ai…
6 free AI tools that do the same thing as ChatGPT Pro
As free AI tools have rapidly improved, the author shifted from paying for ChatGPT Pro to using a combination of specialized free tools that collectively meet their daily productivity needs.
https://www.xda-developers.com/6-free-ai-tools-that-do-the-same-thing-as-chatgpt-pro…