AI at Work edition

AI at Work · 15 Oct 2026

15 Oct 2026 · 15 articles

Human-in-the-loop in AI workflows: HITL meaning, benefits, and practical patterns

AI systems can route messages, update records, make decisions, and trigger entire workflows across multiple apps without you touching anything. But as AI shifts more and more from being an assistive tool to powering agentic systems, humans have a new kind of responsibility: making sure nothing goes wrong. Because even the smartest AI systems still struggle to understand nuance, edge cases, or the…

Summary published by The Zapier Blog · 14 Oct 2026 · Read the original ↗

McKinsey is making job applicants spar with a fake AI client

Consulting firm McKinsey & Company is going to ask some entry-level candidates to have a 10-minute conversation with an AI simulation of a client as part of the interview process, according to The Wall Street Journal. The AI simulation "aims to reflect 80% of the scenarios McKinsey consultants might encounter in their day-to-day work," the

Summary published by AI | The Verge · 14 Oct 2026 · Read the original ↗

My AI doppelganger tells me what to eat

This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Opt in for Optimizer here. For the past 100 days or so, my mornings have had a new rhythm. When I wake up, the first

Summary published by AI | The Verge · 14 Oct 2026 · Read the original ↗

Square’s new kiosk lets you talk to AI for help with your order

Square is launching new hardware: a big kiosk for ordering things that has a touchscreen and lets you talk to an AI. It's called the Square Kiosk. Square says the Kiosk, which has a large pill shape, has an "agentic, conversational voice layer" that "fully understands a seller's menu and listens and responds in real

Summary published by AI | The Verge · 14 Oct 2026 · Read the original ↗

The best AI chatbots in 2026

You've probably already subscribed to ChatGPT. Maybe your company rolled out Copilot. Your developer friends won't shut up about Claude. All the noise is confusing: which one should you actually use for your work? The answer depends on the actual task. The AI that's perfect for writing may fall flat when fact-checking; the best for coding may be too steerable, requiring you to invest too much…

Summary published by The Zapier Blog · 14 Oct 2026 · Read the original ↗

How to Use Meta’s Rebalancer for Task Placement & Optimization

In this comprehensive coding tutorial, we explore Meta's Rebalancer assignment solver using its C++ core and Python bindings. Learn how to build datacenters, manage task placements across racks, handle constraints and goal priorities, and compare local search against the exact HiGHS solver using published benchmarks.

Summary published by MarkTechPost · 13 Oct 2026 · Read the original ↗

What are ChatGPT dots? 

ChatGPT dots don't come as a surprise. Always-on agents have been the next frontier AI since OpenClaw caused a run on Mac minis back in January 2026. OpenAI even hired OpenClaw's developer, Peter Steinberger. And OpenAI isn't alone in this: Meta has Muse, Gemini has Spark, and Anthropic is presumably developing something else pretty similar. I have a ChatGPT Pro account, so I was able to dive…

Summary published by The Zapier Blog · 13 Oct 2026 · Read the original ↗

Which AI models can you automate on Zapier? (OpenAI, Anthropic, Google, Moonshot AI, Z.ai, and more)

Staying up to date on the latest AI models is like trying to keep my house vacuumed in the height of my dog's shedding season (a losing battle). New AI models drop practically every week, and it's not exactly obvious which ones deserve a spot in your workflows. This guide is your cheat sheet, with every model you can automate on Zapier right now, sorted by provider. If you just want to cut to the…

Summary published by The Zapier Blog · 23 Sep 2026 · Read the original ↗