How I AI with Dr Amantha Imber and Neo Aplin

Some of us have a favourite chat thread we keep coming back to, adding a bit more context every time we open it. It feels efficient, like you're building up a work buddy who really knows your stuff. But every extra message quietly chips away at how reliable that thread becomes, and by the time you notice, it's surprisingly hard to pull it back. 

Knowing when to walk away from a chat, and how to take your best thinking with you...

Most people treat AI like a vending machine: you show up, you ask, you wait. But what if there's another way to use it, one where the work gets done before you've even thought to ask for it. 

In this How I AI episode, Neo and I explore scheduled prompts: what they are, why they're worth setting up, and how to actually write one that works. 

What you'll learn: 

• What a scheduled prompt is and how it differs from a...

You've put in the work on your prompts. You know how to give AI the right context, set the right tone, ask the right questions. But then, mid-conversation, something shifts. The AI starts making things up, forgetting what you told it five minutes ago, contradicting itself. 

In this How I AI episode, Neo and I unpack what is actually happening when AI gets unreliable mid-conversation, including how to read the warning signs tha...

How much of your week goes into fixing what AI just handed you? Not writing from scratch, just cleaning up, correcting, and nudging a draft that looked fine for about ten seconds before you actually needed it to work. 

That endless back and forth has a name. We call it slop fixing, and there is research suggesting it is quietly eating close to a full day of our working week. 

In this How I AI episode, Neo and I ...

There is a quiet guilt a lot of people carry every time they open ChatGPT. Somewhere between the headlines about data centres and the vague sense that AI is somehow worse for the planet than everything else we do without a second thought, it becomes easier to just feel bad than to actually work out whether that guilt is warranted. 

Nobody hands you the comparison points. Is a heavy day of pro...

Before you paste that customer list, that blood test result or that contract into your favourite AI tool, it's worth pausing for a second. Whatever you hand over doesn't just disappear after you get your answer. It sits somewhere, and depending on the tool and the settings, it might be doing more than just answering your question. 

Most people have never actually checked what happens to their data...

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 wha...

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 platfor...

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 mov...

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 mod...

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...

**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. 

...

**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 ...

**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...

**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 wee...

**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&n...

You've bought the licenses. You've made the announcement. And a few months later, you're staring at a workforce either ignoring the tools entirely or churning out AI-generated fluff that nobody's reading. The ROI? Nowhere to be found. 

The problem isn't AI. It's how organisations are rolling it out. 

In this How I AI episode, Neo and I share a recording from a live&nb...

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Your organisation hit its AI adoption target. Eighty percent of staff have a licence, onboarding is done, and the usage dashboard looks great. So why does the work feel the same, or worse? Hitting an adoption target and actually getting value from AI are two completely different things, and most organisations are confusing one for the other.

The truth is that a t...

Every time you open a new AI chat, you're starting from scratch. You type out the background, explain your role, describe the project. Then you do it again tomorrow. And the day after.

There's a better way, and it takes about 15 minutes over a cup of coffee.

In this How I AI episode, Neo and I walk through the briefing document - a single context file that gives AI everything it needs to understand your world before you've typed a ...