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Dietmar Fischer

๐Ÿ‘ค Speaker
3724 total appearances

Appearances Over Time

Podcast Appearances

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Working memory, episodic memory, semantic memory, and procedural memory.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Working memory is the AI's desk.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

It holds the current task, the current instruction, the thing it is trying to do right now.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Episodic memory is the AI's diary.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

It remembers what happened before, a meeting, a decision, a client objection, a campaign result.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Semantic memory is the AI's knowledge base.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

It stores stable facts, company policies, brand rules, product information, audience definitions.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Procedural memory is the AI's playbook.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

It remembers how things are done, how reports are structured, how campaigns are reviewed, how a podcast script is built, how a user prefers their briefing.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

For business AI, this is a major shift.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

The assistant might remember what happened in this project, what the company policy says, and how this user likes reports structured as different kinds of memory.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Same AI, different memory objects, different jobs.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

And that is where things get useful.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Because AI agents are supposed to do more than answer questions.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

They are supposed to plan, use tools, take action and support work over time.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

But an agent without memory is like a project manager who cannot remember the project.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

It may sound confident, but it lacks continuity.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

The useful colleague is not only the one who can write a nice paragraph, it is the one who remembers that this client is sensitive about budget, that the board wants numbers first, and that the last version of the campaign failed because the message was too generic.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

That kind of memory turns AI from a clever text machine into something closer to an operational partner.

A Beginner's Guide to AI
The Future of AI Will Depend Heavily On Memory Quality, Not Just Model Or Prompt Quality

Still a machine, of course.