Monica Mishra

17 articles

January 12, 2026

General

What's different about enterprise healthcare AI? | Human in the Loop Episode 17

What's different about enterprise healthcare AI? | Human in the Loop Episode 17

The team is kicking off 2026 like the rest of us: by focusing on health(care)! They discuss why adopting AI in healthcare is different from other enterprise AI initiatives and how leaders can account for those differences. And as always, they react to some of the internet's hottest takes on AI (healthcare edition).

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December 19, 2025

General

We predicted the future of AI in 2025…were we right? Plus our 2026 predictions | Human in the Loop Episode 16

We predicted the future of AI in 2025…were we right? Plus our 2026 predictions | Human in the Loop Episode 16

Today on the podcast, the Enterprise team reviews AI predictions they made 6 months ago and sees if they came true or not. Spoiler: we got a lot wrong...but some unexpected things right! They conclude by predicting what we can expect to see in 2026 with enterprise AI.

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November 18, 2025

General

What Enterprises Can Learn from Public GenAI Failures | Human in the Loop Episode 15

What Enterprises Can Learn from Public GenAI Failures | Human in the Loop Episode 15

Today on the podcast, the team is talking about what happens when enterprise GenAI goes wrong. The team digs into recent public AI failures, reviewing the impact of each, whether they could have been prevented, and if so, how.

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October 16, 2025

General

Agentic infra is the problem you're probably not thinking about | Human in the Loop: Episode 14

Agentic infra is the problem you're probably not thinking about | Human in the Loop: Episode 14

Today on the podcast, the team is talking about the latest with enterprise agents including the problem you're probably not thinking about but should: agentic infrastructure.

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September 16, 2025

General

How Morgan Stanley deploys AI that actually works (hint: it's evals) | Human in the Loop: Episode 13

How Morgan Stanley deploys AI that actually works (hint: it's evals) | Human in the Loop: Episode 13

Kaitlin Elliott, who leads firmwide Generative AI Solutions at Morgan Stanley, joined us in the studio to unpack how AI evaluations powered the firm’s successful adoption of production GenAI. This is a real world case study you don't want to miss.

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September 3, 2025

Research

Toolchaining: The Problem No One is Talking About

Toolchaining: The Problem No One is Talking About

We found the standard approach to toolchaining insufficient. Simply giving the LLM access to multiple tools and asking it to clean the data led to extremely poor results, if it could do it at all. Instead, when we gave the LLM access to a python sandbox pre-loaded with these tools and asked it to develop the aforementioned plan, the output was significantly improved. For the remainder of this blog, we dive into why this happened, how we set up our experiment, and what the findings mean for you.

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August 21, 2025

General

We decided if these viral AI agent demos are hype or real | Human in the Loop: Episode 12

We decided if these viral AI agent demos are hype or real | Human in the Loop: Episode 12

In today’s episode Scale’s enterprise team (Clemens Viernickel, Mark Pfeiffer, Sam Denton, and Felix Su) review several viral AI agent demos from the internet and decide how realistic they are in their current form to be deployed in an enterprise environment. What do you think of their votes?

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July 31, 2025

General

We try to predict the next 6 months in AI | Human in the Loop: Episode 11

We try to predict the next 6 months in AI | Human in the Loop: Episode 11

We peer into our crystal ball and try to predict the next 6 months in enterprise AI. Are you surprised by any of these predictions?

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July 24, 2025

General

We argued about recent AI headlines | Human in the Loop: Episode 10

We argued about recent AI headlines | Human in the Loop: Episode 10

Our Enterprise team breaks down recent AI developments and explores what (if anything) it means for the enterprise world.

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July 10, 2025

General

We voted on the internet's hottest AI takes | Human in the Loop: Episode 9

We voted on the internet's hottest AI takes | Human in the Loop: Episode 9

Our Enterprise team reacts to controversial statements about AI and votes on whether they agree or disagree.

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