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Dietmar Fischer

๐Ÿ‘ค Speaker
3955 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

If all these memories are thrown into one big messy box, mistakes happen.

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

The AI might treat Emma liked unicorns last year as a permanent fact and keep suggesting unicorns until Emma is 32 and ordering a wedding cake.

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

It might treat make this cake extra colourful as the shop's new design policy for every cake, including a very serious retirement cake for Klaus from Logistics.

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

It might remember the strawberry preference but fail to connect it to the allergy process.

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

That is why the memory types matter.

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

Working memory says, this is the cake we are planning 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 says, this is what happened with this customer before.

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

Semantic memory says, these are the stable facts and safety rules.

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

Procedural memory says, this is how we process cake orders properly.

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

And suddenly, the AI is not just producing text.

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

It is supporting the business.

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

It knows the current task.

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

It remembers the customer history.

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

It respects the safety facts.

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

It follows the shop's workflow.

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

That is the same idea in a marketing agency, a hotel, a travel company, a law firm, or a software business.

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

Replace the cake with a client report, a booking request, a campaign plan, or a support ticket.

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

The principle stays the same.

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

Good AI memory is not about remembering everything.

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

It is about remembering the right thing in the right category.