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AI qualitative codebook iteration memo
Use AI to draft an analytic memo documenting how a qualitative codebook changed across coding rounds.
AI and a codebook from pilot transcripts
Use AI to propose an initial qualitative codebook from a few pilot transcripts so your team can debate it before full coding.
Social Worker in 2026: Documentation Down, Casework Up
Case notes, intake summaries, and service referrals are now AI-drafted. The reason you do the work — showing up for people in crisis — still requires a human.
AI Qualitative Coding Audit Trail Narrative: Drafting Codebook-Evolution Summaries
AI can draft qualitative coding audit trail narratives that organize code definitions, examples, memo decisions, and reconciliation into a transparency summary reviewers can interrogate.
Qualitative Coding With AI: Inter-Rater Reliability Still Matters
AI can tag interview transcripts at 1000x human speed. That speed is worthless without validation. Here's the honest workflow.
Survey Data Cleaning With AI: Pattern Detection That Speeds Up the Tedious Work
Cleaning survey data is the unglamorous prelude to analysis — straightlining, gibberish responses, impossible value combinations. AI can flag patterns at scale that researchers would otherwise eyeball one row at a time.
Getting Your First Customer (Without Ads)
Your first ten customers come from people and places, not ads. Here's the playbook that works without a marketing budget. Use Clay + Claude to find the list and generate the per-person personalization line, but write the core email yourself and send manually.
Ads With AI (And When To Not Run Them)
AI makes ad creation fast but doesn't fix a broken funnel. Here's how to run paid ads responsibly with a small budget.
AI in Being a Social Worker
Social workers use AI for case notes, risk screening, and finding services for clients fast.
AI Civic Tech PM: Shipping Public-Sector AI Without Harm
Civic-tech PMs build AI for benefits eligibility, 311, and constituent services with community input baked in from day one.
Why Fake AI Stuff Spreads Faster Than Real Stuff
Fake AI images and stories spread fast on the internet. Here is why — and what you can do about it.
Why Misinformation Spreads So Fast
AI-generated misinformation goes viral because outrage and surprise drive shares — and AI is great at making both..
When AI Impersonates Real People
AI can fake any famous person's voice or face.
Why Ads Know Too Much
AI-powered ad systems track what you watch, search, and buy — then build a profile that predicts what you would click on..
When AI Predicts Child Welfare Risk
Some states use AI to predict which families need child protective services attention.
AI for Older Youth in Foster Care: Tracking Your Own Records
If you're in foster care, you have rights to your records — AI can help you read, summarize, and ask for what's missing.
Dataset Discovery: Finding Data You Didn't Know Existed
For any research question, the bottleneck is often data. AI can map the dataset landscape in ways Google never could.
Fact-Checking TikTok Claims With AI in Under 60 Seconds
Most viral 'science facts' on TikTok are wrong, exaggerated, or missing context. AI can help you check fast.
AI multi-site research data sharing agreement amendment
Use AI to draft an amendment to a multi-site data sharing agreement that adds a new site or new data category.
AI For Rural Small-Business Marketing
You don't need a marketing agency to look professional. AI helps a one-person rural business write social posts, newsletters, and listings without sounding like a chain.
AI For Community Newsletters
Church bulletins, HOA emails, fire-department updates, school PTOs — rural America runs on small newsletters. AI saves the volunteer who's been writing it for 15 years.
How AI Picks Your News (and Why That Matters)
News apps and Google use AI to pick what news to show you. Different people see different news. Worth knowing.