Ape to API, Filip Dousek

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Filip has the following on his LinkedIn profile – Analytics, AI, mental models and paradigm shifts. Expect something mind blowing which will change your perception of the world for upcoming years.

Technologie

#CD2023 @CzechDreami
n
Filip Dousek
Founder & CEO, Stories.bi
Author, Flock Without Birds

AutonomousAgents Accuracy
Contextwindow,retrieval-enhanced
machinelearning(REML)
Learning
(Backpropagation->LoRA)
Data
(Multimodality,Domains,
Composability)
APIstorealworld
(physics,chemistry,biotech) X
WherewillAIbein1year?

ChatGPTisnotachat.
It‘stheIntelligenceAPI.

Australopithecus Homohabilis Homoerectus Homoneanderthalensis Homosapiens HomoAPIens

LLMs
Predictive
Nodes
Layers
AttentionHeads
Regularization
Backpropagation
TransferLearning
Humans
Predictive
Neurons
Columns
SelectiveAttention
Bayesianbrain/Predictivecoding
SynapticPlasticity
Few-shot,ZeroShotLearning

HumansandLLmsaresolvingthesameproblem:
Prediction.

Abstractionisthearchitectofunderstanding.

MarvinMinsky
IFS Schizophrenia
Spiritism
Innerchild
Schizophrenia
Tulpas

Architecture,abstraction,agents.
WearehomoAPIens.

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Ape to API, Filip Dousek

1. Ape to API

2. OUR SPONSORS

3. #CD2023 @CzechDreami n Filip Dousek Founder & CEO, Stories.bi Author, Flock Without Birds

4. AutonomousAgents Accuracy Contextwindow,retrieval-enhanced machinelearning(REML) Learning (Backpropagation->LoRA) Data (Multimodality,Domains, Composability) APIstorealworld (physics,chemistry,biotech) X WherewillAIbein1year?

5. ChatGPTisnotachat. It‘stheIntelligenceAPI.

7. GPT

8. GPT

9. GPT

10. Therearetradeoffs.

11.

12. Australopithecus Homohabilis Homoerectus Homoneanderthalensis Homosapiens HomoAPIens

13. LLMsandhumanbrainsaresimilar.

14. LLMs Predictive Nodes Layers AttentionHeads Regularization Backpropagation TransferLearning Humans Predictive Neurons Columns SelectiveAttention Bayesianbrain/Predictivecoding SynapticPlasticity Few-shot,ZeroShotLearning

15. HumansandLLmsaresolvingthesameproblem: Prediction.

16.

17.

18.

19.

20.

21.

22. Abstractionisthearchitectofunderstanding.

23.

24. ChatGPTdoesnotthink.

25.

26. Agentsareunitsofintelligence.

27.

28. MarvinMinsky IFS Schizophrenia Spiritism Innerchild Schizophrenia Tulpas

29. Architecture,abstraction,agents. WearehomoAPIens.

30.

31.

32. Thank you