How I AI with Dr Amantha Imber and Neo Aplin

The AI world has has done a spectacularly bad job of naming things. Agents, GPTs, gems, notebooks, projects, skills - you'll find a completely different word for what is essentially the same kind of tool. Agents in one place, GPTs in another, gems somewhere else. Different names, similar ideas - and no handbook to tell you that. 

But the tools themselves are not that complicated. Once you know what each one is built to do, knowing which to reach for becomes straightforward. 

In this How I AI episode, Neo and I cut through the jargon and map out what Agents, Projects, and Skills actually are, how they differ from each other, and which one to reach for depending on what you need to do. 

What you'll learn: 

• Why agents, GPTs, and gems are the same kind of thing (just with different names) 

• When a project is the right choice over an agent 

• What makes a skill different from a long prompt 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out now. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 
Host: Amantha Imber 
Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

You see another article. "This platform just changed everything." And suddenly, the AI platform you've been using for months feels completely inadequate. You wonder if you're behind. You wonder if you should switch again. 

Neo and I have had this conversation more times than we can count, and it's one of the questions we get asked constantly at Inventium AI. Which of the four major AI platforms, Copilot, ChatGPT, Claude and Gemini, should you actually be using? 

In this How I AI episode, Neo and I walk through the three questions you should ask yourself before committing to any platform, then go through each one in turn to unpack where it shines and where it falls short. By the end, you will have a clear enough picture to make a call, or at least know which one to try next. 

What you'll learn: 

• The three questions to ask before committing to any AI platform 

• Why your data's location could rule out certain options entirely 

• Which platform actually plugs into your daily work apps 

• How pricing models are shifting in ways that could blindside your budget 

• What to weigh before moving your whole company over 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out now. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 
Host: Amantha Imber 
Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

You've probably seen Cowork mentioned inside Claude, or perhaps you clocked the headlines when Microsoft folded it into Copilot a couple of weeks ago. Either way, the question people keep asking is simple: how is this actually different from just chatting with Claude? 

The answer comes down to files, time and money - three things that change quite dramatically once you move from chat to Cowork. 

In this How I AI episode, Neo and I unpack exactly what Cowork can do that regular chat can't, how to know which one to reach for, and what the new Microsoft version means if you're a Copilot user. 

What you'll learn: 

• What actually changes when Claude can touch files on your own computer 

• The simple test for deciding between Chat and Cowork for any task 

• How Cowork differs from Claude Code, and who each one is really built for 

• Three lesser known Cowork features worth exploring 

• What Microsoft's version of Cowork does differently, and what it costs 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out now. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 
Host: Amantha Imber 
Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

If your organisation has moved its AI licenses onto a per-use plan, every single chat thread your team sends is now adding to a bill. Some companies are already burning through their entire IT budget for AI within the first couple of months of the year, and most staff have no idea their usage is costing anything at all. 

It doesn't have to be a mystery. There are simple habits, from which model you default to, to what time of day you send your first message, that change how far your usage actually stretches. 

In this How I AI episode, Neo and I unpack tokenomics, the economics of how you actually use your AI. We get into how usage limits work across the major platforms, why the timing of your first chat each day matters more than you'd think, and what changes once you move from a personal plan to an enterprise one. 

What you'll learn: 

• What tokenomics actually means and why it's suddenly everywhere 

• How Claude's usage window works differently to ChatGPT and Copilot 

• The simple morning habit that changes how far your usage window stretches 

• Why enterprise billing is shifting, and what that means for your team's budget 

• What managers should be doing before token usage gets out of hand 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 
Host: Amantha Imber 
Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

If you've ever stared at a model picker and wondered whether to click Flash, Sonnet, Opus, Instant, or Think Deeper, you are not alone. These naming conventions are genuinely confusing, and most people just pick something and hope it works. The stakes are higher than they might seem, though. Token misuse has left some companies with eye-watering AI bills, including one case where a single employee ran up a $500,000 tab in a month. 

The good news is that there is a simple mental model that cuts through all the noise, and once you have it, choosing the right model for any task takes seconds. 

In this How I AI episode, Neo and I walk through the four major AI platforms, Gemini, ChatGPT, Claude, and Copilot, and break down exactly which model to use and when. We also get into tokens, usage limits, and why matching the model to the task matters far more than most people realise. 

What you'll learn: 

• Why ignoring model numbers and reading the small print instead saves a lot of confusion 

• What Fable and Mythos are, and why you can't use them right now 

• How token usage works and why the right model choice protects your access 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 
Host: Amantha Imber 
Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

**Join the AI Agent Bootcamp here: https://www.inventium.ai/learnvirtually-agents** 

You have access to AI. You probably use it a fair bit. And yet there's a good chance you're still manually scrubbing through meeting transcripts, tabbing between LinkedIn and Google News before every sales call, and spending 20 minutes writing an executive summary for a paper you just finished writing. 

That gap between having AI and actually letting it take things off your plate is where a lot of time quietly disappears.  

In this How I AI episode, Neo and I walk through eight tasks that knowledge workers should never have to do manually again, and what it actually looks like to hand them off to agents. 

What you'll learn in this episde: 

• Which meeting-related tasks are the easiest to hand off to an agent 

• How to build a pre-meeting briefing agent for sales and business development 

• Why editing and proofreading agents need very specific instructions to protect your voice 

• Where inbox agents are most useful, and what they can and can't do for you 

• How to think about agents when comparing options before a purchase decision 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 

Host: Amantha Imber 

Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

**Join the AI Agent Bootcamp here: https://www.inventium.ai/learnvirtually-agents** 

You type a research question into your AI tool, get back a perfectly serviceable answer, and still feel like something's missing. The output isn't wrong, exactly. It just didn't quite hit the mark. The culprit, more often than not, is the prompt you started with. 

The good news: there's a smarter way to approach this, and it doesn't involve becoming a prompt engineering expert. 

In this How I AI episode, Neo and I walk through the agent Neo reaches for more than any other he has built: the Research Prompt Builder. We get into how it works, when to use it with a thinking model instead of deep research, and how pairing it with NotebookLM can get you genuinely well-briefed in a fraction of the usual time. 

What you'll learn in this episode: 

• Why your research prompt matters more than the tool you use 

• How Neo's Research Prompt Builder actually works before any research begins 

• When a thinking model is a better choice than deep research 

• How to go from a raw research output to a proper briefing using NotebookLM 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

And here are links we promised: 

1. Download the Research Prompt Builder agent here: https://amantha-imber.kit.com/41cec7c48c 

1. NotebookLM (notebooklm.google.com) - Google's learning tool that lets you upload up to 50 sources and generate a podcast episode, ask questions, and get cited answers from your own documents. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 

Host: Amantha Imber 

Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

**Join the AI Agent Bootcamp here: https://www.inventium.ai/learnvirtually-agents** 

You sit down to research something for work, open a few tabs, type a vague query into AI, and get back something that feels… fine. Technically an answer. Not quite useful. Meanwhile, that report you've been working on probably needs another set of eyes, but getting real feedback takes time you don't have, so you send it anyway and hope for the best. 

There's a better way. In this How I AI episode, Neo and I walk through three agents we think every knowledge worker genuinely needs, including two we're giving away for free. 

What you'll learn in this episode: 

• Why a basic AI research query often isn't enough, and what to do instead 

• What a critical thinking agent actually checks for, and when it earns its place 

• What a cross-functional advisory board agent is, and who it's built for 

• How long it really takes to build agents that work reliably 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 
• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

Here are links to the free agents mentioned in this episode: 

• Research agent: https://amantha-imber.kit.com/41cec7c48c 

• Critical Thinking agent: https://amantha-imber.kit.com/51dd2a9719 
• Join the AI Agent Bootcamp to access the Advisory Board agent 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 

Host: Amantha Imber 

Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

**Join the AI Agent Bootcamp here: https://www.inventium.ai/learnvirtually-agents** 

There's a question you've answered a hundred times before. You know the one. Someone pings you, you stop what you're doing, dig through a document or two, and type out the same response you've typed a dozen times this month. It doesn't feel catastrophic in the moment, but across a week it quietly eats hours. 

A knowledge agent is built for exactly this problem. It holds the information so you don't have to be the one constantly retrieving it. 

In this How I AI episode, Neo and I unpack what a knowledge agent is, how it works, and how to build one that actually saves you time, whether you're fielding questions solo or trying to help a whole team self-serve. 

What you'll learn: 

• What a knowledge agent actually is and how it differs from other agents 

• The kinds of questions and roles that benefit most from one 

• How to share a knowledge agent across a team without creating problems 

• What makes knowledge good (or bad) for an agent to work from 

• The three things you need to set up a knowledge agent properly 

• Practical AI tools for productivity and focus 

• Real-world AI workflows used by high performers 

• How to use AI at work without burning out 

• Smart shortcuts for managing time and mental load 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 

Host: Amantha Imber 

Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.

**Join the AI Agent Bootcamp here: https://www.inventium.ai/learnvirtually-agents** 

The word "agents" is everywhere right now. It shows up in product updates, LinkedIn posts, and conversations at work, and yet for a lot of people, it still doesn't quite click. What actually is an agent? Is it the same as agentic AI? And does any of this actually matter for the way you work? 

If you've been nodding along while quietly unsure, you're in good company. The AI industry has done a genuinely poor job of naming things, and it's created a lot of unnecessary confusion. 

What you’ll learn: 

• Why the terminology around AI tools is so confusing, and the key distinction between "agents" and "agentic AI" that actually matters in practice. 

• What an agent is versus what agentic AI is 

• How individuals can use agents for tasks they repeat regularly 

• How teams can use agents to standardise outputs like reports, reduce the burden of repetitive questions, and let people self-service answers using a knowledge agent  

• What the best starting question is to know if a problem can be solved by an agent 

Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai, where he leads Inventium's AI training and upskilling work with organisations and teams. 

How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.

Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.

My latest book The Energy Game is out on July 7, 2026. You can order a copy here: https://amzn.to/48ID29M 

Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber) 

Instagram (https://www.instagram.com/amanthai) 

If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/ 

Visit https://www.amantha.com/podcast for full show notes from all episodes. 

Get in touch at [email protected] 

Credits: 

Host: Amantha Imber 

Sound Engineer: Martin Imber 

See omnystudio.com/listener for privacy information.