Models: from bigger to smarter
The next model paradigm is one of the most important shifts happening in AI right now (8). Teams that adopt these workflows early are compounding advantages in output, quality and cost. In this section we break down what's actually working in production, what to avoid, and how to sequence adoption without slowing your team down.
Agents: from chat to action
Agentic workflows in production is one of the most important shifts happening in AI right now (9). Teams that adopt these workflows early are compounding advantages in output, quality and cost. In this section we break down what's actually working in production, what to avoid, and how to sequence adoption without slowing your team down.
Hardware: the compute race
The compute economy is one of the most important shifts happening in AI right now (10). Teams that adopt these workflows early are compounding advantages in output, quality and cost. In this section we break down what's actually working in production, what to avoid, and how to sequence adoption without slowing your team down.
Regulation: what to expect
AI policy in major jurisdictions is one of the most important shifts happening in AI right now (11). Teams that adopt these workflows early are compounding advantages in output, quality and cost. In this section we break down what's actually working in production, what to avoid, and how to sequence adoption without slowing your team down.
Jobs: what changes
The labour market impact is one of the most important shifts happening in AI right now (12). Teams that adopt these workflows early are compounding advantages in output, quality and cost. In this section we break down what's actually working in production, what to avoid, and how to sequence adoption without slowing your team down.
FAQs
Is the future of AI beginner-friendly?
Yes. Start with the linked tools in this article, follow the workflow step-by-step, and you'll ship your first result in under an hour.
What's the best free option?
Most tools we recommend have a free tier that's enough to complete every step in this guide.
Which AI model should I use?
We recommend Claude for long-form reasoning, ChatGPT for versatility and Perplexity for research. See our comparison pages for a full breakdown.
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