From LLMs to SLMs to SAMs, how agents are redefining AI

Full Article

The focus of enterprise AI is shifting from large language models (LLMs) to small language models (SLMs), which are specialized and secure. This evolution is leading to the development of small action models (SAMs) that enable multi-agent systems to work together effectively. These advancements are expected to reshape the software industry and enhance productivity across organizations globally.

Investment in AI and machine learning has surged, with enterprises increasing their spending significantly over the past year. The rise of open-source models, particularly Meta's Llama, is driving this trend, as organizations seek greater customization and transparency. The integration of generative AI into existing products is anticipated to create substantial value and transform business operations.

• Investment in AI and ML increased from 34% to 50% in one year.

• Meta's Llama surpasses OpenAI and Microsoft in spending momentum.

Key AI Terms Mentioned in this Article

Large Language Models (LLMs)

They serve as the foundation for many AI applications, enabling complex language processing tasks.

Small Language Models (SLMs)

Their development is seen as a shift towards more efficient and targeted AI solutions.

Generative AI

This technology is increasingly being integrated into business applications to enhance productivity.

Companies Mentioned in this Article

Meta Platforms Inc.

The company’s Llama model is leading in adoption and spending momentum in the AI market.

OpenAI

It has been a pioneer in the generative AI space, influencing many enterprise applications.

Get Email Alerts for AI News

By creating an email alert, you agree to AIleap's Terms of Service and Privacy Policy. You can pause or unsubscribe from email alerts at any time.

Latest Articles

Alphabet's AI drug discovery platform Isomorphic Labs raises $600M from Thrive
TechCrunch 6month

Isomorphic Labs, the AI drug discovery platform that was spun out of Google's DeepMind in 2021, has raised external capital for the first time. The $600

AI In Education - Up-level Your Teaching With AI By Cloning Yourself
Forbes 6month

How to level up your teaching with AI. Discover how to use clones and GPTs in your classroom—personalized AI teaching is the future.

Trump's Third Term - How AI Can Help To Overthrow The US Government
Forbes 6month

Trump's Third Term? AI already knows how this can be done. A study shows how OpenAI, Grok, DeepSeek & Google outline ways to dismantle U.S. democracy.

Sam Altman Says OpenAI Will Release an 'Open Weight' AI Model This Summer
Wired 6month

Sam Altman today revealed that OpenAI will release an open weight artificial intelligence model in the coming months. "We are excited to release a powerful new open-weight language model with reasoning in the coming months," Altman wrote on X.

Popular Topics