What Is an AI Hallucination, Why They Still Happen — and 3 Tips to Get AI Output You Can Trust

by Randy Matheson | Sep 8, 2025 | Artificial Intelligence, Work & Productivity

Nearly three years after ChatGPT’s debut in November, 2022, hallucinations are still one of the biggest adoption worries across large language models (LLMs), from ChatGPT to Gemini to Claude. A recently released study by OpenAI researchers, Why Language Models...

The Real Bottlenecks in AI Adoption Aren’t the Models: Where Our AI/44 Adoption Framework and OpenAI’s Playbook Align

by Randy Matheson | Sep 4, 2025 | Artificial Intelligence, Work & Productivity

Looks like great minds do think alike. Let’s take a few minutes to compare OpenAI’s ‘Staying Ahead in the Age of AI, Leadership Guide’, that was released yesterday (September 3, 2025), and Twenty44’s AI Adoption Frameworks align on the same truths....

As Another School Year Begins, Will AI Adoption Reduce More Entry-Level Job Opportunities by Graduation Time?

by Randy Matheson | Sep 3, 2025 | Artificial Intelligence, Society & Impact, Work & Productivity

As AI adoption accelerates, the on-ramp to work for graduates is narrowing. Entry-level roles that once provided a reliable first step are increasingly under threat. TL;DR In the U.S., early-talent postings are down over 16% year-over-year, while applications per job...

From Meh to Magic: 6 Prompting Habits You Can Start Using Today

by Randy Matheson | Sep 2, 2025 | Artificial Intelligence

Stop wrestling with vague AI answers, whether you’re using ChatGPT, Gemini, Calude or Copilot, here’s how to sharpen your prompts and get the results you were actually looking for. TL;DR Be specific: Give context, constraints, tone and examples. Break it down:...

AI Is Reshaping Entry-Level Work. Leaders Need to Rethink How New Talent Evolves

by Randy Matheson | Aug 29, 2025 | Artificial Intelligence

The Stanford “Canaries in the Coal Mine” report shows early-career jobs are vanishing in roles where AI automates. The real challenge? How leaders will train the next generation when the gruntwork is gone. TL;DR Stanford’s new report finds steep declines for young...