Where are we today?

The last decade in AI. The fastest technology shift in history.

Pre-2017
Research labs & rule-based systems. AI is narrow, fragile, invisible to most.
2017
"Attention Is All You Need". The Transformer paper. Google Brain rewrites everything.
2020
GPT-3: 175B parameters. Language becomes generative. Developers get chills.
2022 Nov
ChatGPT launches. 100M users in 60 days. Fastest product adoption in history.
2023
GPT-4, Claude, Llama, Midjourney, Stable Diffusion. Multimodal AI goes mainstream.
2024
Video models (Sora, Runway), real-time voice, agents go mainstream. The world notices.
2025
Claude Code ($2.5B run-rate). Lovable ($6.6B valuation, 200K projects/day). Agentic everything.
2026 now
OpenClaw. This presentation, made with AI, tonight.
02

Jobs & AI impact

AI hits tasks
before it hits
titles.

AI doesn't replace jobs overnight. It replaces the tasks inside jobs. Some roles shrink. Some shift. A few disappear. The ones who adapt build new leverage.

Explore 342 occupations →

143M jobs mapped  ·  BLS data  ·  AI exposure scored by LLM

03

Compute Conference · SF · March 2026

"Knowledge work will be done via code."

50%
of all docs traffic is now from AI agents

"342K → 10M in one year. By end of 2026: 90% agents, 10% humans."

- Han Wang, Mintlify · Compute Conference SF

Agents are already users of your product. B2A is real.

Mintlify chart: Total vs AI viewership Dec 2024 - Dec 2025

Click to zoom · Mintlify viewership data

04

For developers. Gary Tan's autonomy scale.

How deep does your AI go?

Gary Tan AI autonomy ladder L1-L8

Source: Gary Tan  ·  L1-L8 AI autonomy for developers  ·  Click to zoom

For everyone. Not just developers.

Where are YOU on the ladder?

AUTONOMY
L8
Your agent acts on your behalf. Sends emails, books things, coordinates with other agents.
L7
You have an AI agent (like OpenClaw) that works FOR you, but only you talk to it.
L6
Built your own automations. Zapier, Make, or custom prompts.
L5
Multiple subscriptions. Different tools for different jobs.
L4
Can't imagine your workflow without it. It's daily.
L3
Paid subscription to an AI service. It saves you real time.
L2
Use ChatGPT occasionally. Research, writing, questions.
L1
Tried ChatGPT once or twice out of curiosity.
L0
Used autocomplete on your phone. You're already here.

Global Macedonians · Community AI

Connect with
Lezet

10

Where is this going?

The next
5 years.

🏘️ AI-led communities

Communities with AI members, not just AI tools. Agents that participate, connect, and facilitate. Lezet is already here.

🏢 AI-led companies

2-3 person teams with 50-person AI workforces. Companies where most "employees" are agents doing real work.

🏠 AI-led households

Your home has an agent. It manages your calendar, purchases, health data, and energy use. Proactively.

11

The infrastructure shift

Intelligence as
a utility.

Today
🌐
Internet bandwidth
Electricity watts
Tomorrow
🧠
Intelligence tokens

Datacenter token supply for every family. Like water: you don't own the pipe, you subscribe to the flow.

"We'll pay for intelligence the way we pay for electricity."

The infrastructure is already being built.

12

What comes after AI

And we haven't even
talked about robots.

🤖 Humanoid robots

Figure, Tesla Optimus, 1X. Physical AI. Machines that can do physical labor. Learning fast.

🧬 Biology & health

AlphaFold solved protein folding. AI is discovering drugs, writing treatment plans, and personalizing health. Medicine is being rewritten.

🌐 The next platform

Just as mobile followed the web, physical AI follows digital AI. The next wave is already being built. We're watching it start.

We're still in the first chapter.

13

Global Macedonians · March 2026 · Q&A

The future belongs to people who learn to work with these systems.

Stay curious. Stay building. Stay connected.