Early Adoptr: Simplifying AI For Founders & Small Businesses13 Maj

What Should You Actually Be Asking About AI?

Most people start their AI journey by asking how to save time. That is not a wrong question — but Anthropic's latest research, based on open-ended interviews with over 81,000 Claude users across 159 countries, suggests it may not be the most important one.

The most commonly reported productivity gain in the study was not speed. It was scope. Not doing existing work faster, but doing things that you simply couldn't before, because of budget, skills, or just the assumption that certain capabilities belonged to someone else.

This episode is about the difference between saving time with the boring middle and asking what is now possible that wasn't before, and why that second question is where the real opportunity lies.

What You'll Learn

Why the Anthropic study's methodology is unusual
The difference between efficiency gains and capability gains
How to identify your "boring middle" and what to do once you have sorted it
How to prevent your freed-up time from get absorbed back into more of the same
How a delivery driver and landscape gardener from the illustrate capability gains
What the Pocket OS incident reveals about AI agent permissions, and the simple rule that would have prevented it

Try Granola

If you've ever sat in a meeting, taken what felt like decent notes, and then opened them afterwards and they didn't capture anything, Granola is the tool for you. It runs in the background, captures everything, and turns your notes into something you can actually use. Both Jess and Kyle use it, it plays really nicely with Claude, and it is one of our most highly recommended tools

New users get 100% off their first month using our link: granola.ai?via=early-adoptr

Timestamps:

00:00 Introduction and Travel Plans

01:37 About the Anthropic Research

03:37 How the Study Actually Worked

07:36 The Headline Productivity Stat

10:35 The Four Types of Productivity Gain from AI

11:54 What the Data Says About Job Displacement

13:32 The Efficiency Game: What It Gets You and What It Misses

16:45 Why Automating the Wrong Things Makes You Faster at the Wrong Things

21:27 The Boring Middle: Why Consistency Is the Point

25:00 Capability Gains: Doing Things That Were Previously Off the Table

28:54 The Wrong Question: Efficiency vs. Capability

31:39 How Efficiency and Capability Feed Into Each Other

35:09 Practical Takeaways: What to Try This Week

38:09 AI News of the Week: Lessons from Pocket OS Incident

Resources:

Get in Touch:

hello@earlyadoptr.ai

TikTok: @early_adoptr

Instagram: @early_adoptr

YouTube: @early_adoptr

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.

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(70)

How AI Agents Can Model Your Business Before It Breaks (w/ Rich Welsh)

What if a digital twin could let you test a business decision before it disrupted your business? Once the preserve of robotics, manufacturing and supply chains, AI is helping digital twins become a pr...

9 Sep 41min

What Is an AI Agent Harness? How Better AI Setup Makes Agents More Reliable

An AI agent harness may be the most important part of an AI tool you never see. Models get most of the attention, but the real difference often comes from everything around the model: what information...

2 Sep 48min

Open Weight AI Models: How to Cut Your Dependence on Big AI

Open weight AI models could give your business more control over AI costs, data privacy and the tools you depend on, but they also mean giving up some of the convenience of ChatGPT and Claude. So when...

26 Aug 55min

AI Transparency Rules Are Here: What Small Businesses Need to Know About EU AI Act Article 50 (w/ Dr Barry Scannell)

The EU AI Act's Article 50 transparency rules are already in force, and they apply to your business whether you're in Dublin or Denver. But what does it actually mean? Do you need to label every piece...

19 Aug 54min

How to Be a Good Human in the Loop with AI

We talk a lot about keeping a human in the loop, but what does that actually mean in your day to day? You read the AI output, it looks right, you approve it, and you move on. But from late 2027 that m...

12 Aug 58min

Local AI: How to Run Private, Low-Cost AI on Your Own Computer

What if your AI ran entirely on a laptop you own, added nothing to your monthly bill, and never sent your data anywhere? That's local AI. It might sound too good to be true, but as token costs climb a...

5 Aug 56min

Just Because You CAN Vibe Code....SHOULD You Vibe Code? (w/ Sean Bhardwaj)

Vibe coding can build you almost anything now. A customer database, a little internal tool, a whole CRM in an afternoon. But some of those things could land you in a world of GDPR pain, and one or two...

29 Juli 1h 6min

Vibe Coding: What to Do After the App Is Built

So you've vibe coded an app....now what? Vibe coding gives almost anyone the ability to build a working app in an afternoon. In fact, around 63% of people building this way right now have no coding ba...

22 Juli 56min