Happy Birthday to Us: The AI Landscape Changed Completely in a Year, Here's What You Missed

A year in AI doesn't feel like a normal year, it feels like about five.

In honour of Early Adoptr's first anniversary, we thought it was worth stopping to take stock of what's changed in the last year.

When we launched Early Adoptr, there was a pretty clear hierarchy, with ChatGPT was at the top, everyone else was catching up, and agents were something people talked about at conferences without anyone being entirely sure what they meant. Twelve months later, almost none of that is still true.

In this episode, we take a proper look back at what actually changed. From the model landscape and the slow collapse of the "ChatGPT is the Google of AI" era, to reasoning becoming the baseline rather than the premium tier, to context windows going from a genuine operational headache to essentially a non-issue, the foundations shifted faster than most businesses could keep up with. We also get into what happened with agents once MCP — Model Context Protocol — gave them a shared language to work with, why agentic commerce looks completely different to how we predicted it would, what Answer Engine Optimisation means for any business that needs to be found online, and what has changed with the security picture once agents got access to real tools.

We close out with a look ahead at what's actually worth paying attention to: outcome-based pricing, orchestrated multi-agent systems reaching smaller businesses, and what we're calling agent debt, the accumulating consequences of workflows that were built in a hurry and haven't been stress-tested yet.

Thanks for being with us for the last year, and here's to the next 12 months!

What You'll Learn

• Why reasoning models went from a premium add-on to the default , and what that shift enabled for agents and complex workflows
• How context windows grew from a operational constraint to a non-issue, and what that unlocks for businesses working with large volumes of documents, contracts, or correspondence
• Why smaller, more focused AI tools regularly outperform general-purpose models on the tasks they're built for, and what that means for how you structure your own stack
• What MCP actually solved — and why it's the reason agents went from demo-quality to deployable for non-technical teams
• What the two-tier internet looks like in practice and why it matters
• Why ChatGPT's instant checkout failed commercially and what it tells us about how brands are learning to use AI for discovery
• What AEO — Answer Engine Optimisation — means for any business that needs to be found online
• How the security risk picture changed once agents got real access to real tools via MCP
• What agent debt is
• What outcome-based pricing means

Resources and Links

All previous episodes of Early Adoptr can be found here or via your podcast player of choice: https://shows.acast.com/early-adoptr

Get in Touch:

hello@earlyadoptr.ai

TikTok: @early_adoptr

Instagram: @early_adoptr

YouTube: @early_adoptr

Timestamps:

00:00 What We've Been Up to This Week

04:14 One Year of Early Adoptr: What We Got Right (and Wrong)

06:27 The Model Landscape: Why ChatGPT Lost the Top Spot

11:01 AI Pricing Is Changing — and Your Bill Is Going Up

16:20 Context Windows: From Headache to Non-Issue

20:03 When Smaller Is Better: The Case for Specialist AI Tools

20:35 Use Cases for Small Language Models

22:53 gents: From Conference Buzzword to Actually Useful

29:02 What MCP Did for the Agent Ecosystem

31:29 Agentic Commerce and the Two-Tier Internet

37:55 How Brands Are Using AI for Discovery Without Losing the Customer

39:05 The Evolving Landscape of AI Security

44:17 The Shift in AI Risks and Management

48:26 From Subscriptions to Outcome-Based Pricing

50:22 AI Regulation, Memory, and the GDPR Question Nobody's Asking Yet

52:20 The Agent Debt Problem

56:12 Where Does AI Go From Here?

Get in touch with Early Adoptr: hello@earlyadoptr.ai

Follow Us on Socials & Resources:

IG: https://instagram.com/early_adoptr

TikTok: https://tiktok.com/@early_adoptr

YouTube: https://www.youtube.com/@early_adoptr

Substack: https://substack.com/@earlyadoptrpod

Hosted on Acast. See acast.com/privacy for more information.