Move over LLMs — it's time for LAMs

Bill Doerrfeld | June 10, 2025

My latest for The New Stack breaks down an emerging AI trend: large action models (LAMs)

Here's a new acronym for you — LAM.


AI researchers are calling the next class of models large action models (LAMs). These models are built to let agents perform increasingly sophisticated tasks — even navigating graphical user interfaces (GUIs).


Think LLMs with bells and whistles. LAMs are poised to make AI more actionable — and outmode RPA.


For The New Stack, I explored what LAMs are, what examples are emerging in the market, and what experts think. 


The general consensus? LAMs are a turning point — the brain and eyes that could make AI agents truly actionable. Use cases are still a bit hypothetical, but becoming more real every day.

Read: What Are Large Action Models?

Other Blog Posts

By Bill Doerrfeld July 7, 2026
Big surprise: it's way easier to generate new code with AI than to reuse old code. But what are the long-term effects?
By Bill Doerrfeld June 25, 2026
Agentic coding tools have become the default. "When we've taken that away accidentally from people, they scream."
By Bill Doerrfeld June 17, 2026
My latest for LeadDev considers how engineering leaders should respond in the wake of uncertainty in the AI model market.
By Bill Doerrfeld June 10, 2026
I'm working with Zuplo on some new content around their MCP Gateway release. First up: a deep comparison of MCP gateways on the market!
By Bill Doerrfeld June 10, 2026
The constant barrage of AI layoffs is overshadowing the economic reasons behind these cuts, as well as the net-positive talent redistribution happening at large.
By Bill Doerrfeld June 8, 2026
My latest for InfoWorld reviews MCP servers and agent-ready tools for connecting AI agents with popular database styles.
By Bill Doerrfeld May 29, 2026
For my latest DirectorPlus edition, Joel Carusone from NinjaOne shares how engineering leaders can build the muscle for making tough calls.
Close-up of a glowing laptop keyboard in blue light, viewed at an angle with the screen above
By Bill Doerrfeld May 25, 2026
My latest InfoWorld feature explores how Model Context Protocol (MCP) supports context engineering for AI-assisted coding.
A set of metal keys on a keyring resting on a wooden surface.
By Bill Doerrfeld May 22, 2026
My latest for Nordic APIs explores 10 API key security risks and what to use alongside keys for stronger API security.
By Bill Doerrfeld May 18, 2026
The yearly API conference, apidays New York, is a hotbed for solid discussion on what's top of mind in the API space, and as MC I had a front row seat.