Three major shifts are reshaping AI: value moves from models to harnesses, frontier LLMs become commodities, and intelligent systems evolve into networks of specialized agents. Explore seven data-driven predictions on enterprise AI, open-source models, document workflows, and the future of AI infrastructure.
Tag: llm
MCP is Dead
Its time to stop trying to fix MCP.
The End of Code Scarcity: Why AI’s Real Value is the Power to be Wrong.
How does coding change when coding is cheap, but getting it wrong isn’t.
Your Execs Are Going to Kill Your AI Strategy
Not your engineers.Not the models.Not the tooling. Your executives. If your leadership team still runs the company through slide decks, your AI initiative is already compromised. AI does not thrive in PowerPoint. Work becomes about presentability: One Company, Two Realities Every company has two operating systems: Finance works inside Xero models and reconciliations.Sales lives in Salesforce pipelines and probabilities.Engineering lives…
Generative AI as APIs
Let the computers talk amongst themselves Pixar’s “Up” gave us Doug, who answered the age-old question of what dogs would say to us if they could talk. It turns out, dogs have nothing to say that we already didn’t know. In 2023, Large Language Models (LLM), such as ChatGPT, gave computers the ability to mimic…
No One Wants To Talk To Your Chatbot
Dearly beloved, we are gathered here today to talk about this thing called chat. Electric word, “chatbot”. It means automation of human interactions, and that’s a mighty cost-effective thing. But I am here to tell you, no one wants to talk to your chatbot. So before you call up your programmers, and ask them about ChatGPT….
Comparing Different LLM Models For Data Extraction
A lot of human and computer processing time is spent getting data from one format to another. Many processes defy automation because they run on a long tail of unstructured data, human text, and documents designed for printing. The explosion of AI and large language models (LLMs) opens the door to fully automated data extraction…