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Ape to API
OUR SPONSORS
#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.
GPT
GPT
GPT
Therearetradeoffs.
Australopithecus Homohabilis Homoerectus Homoneanderthalensis Homosapiens HomoAPIens
LLMsandhumanbrainsaresimilar.
LLMs
Predictive
Nodes
Layers
AttentionHeads
Regularization
Backpropagation
TransferLearning
Humans
Predictive
Neurons
Columns
SelectiveAttention
Bayesianbrain/Predictivecoding
SynapticPlasticity
Few-shot,ZeroShotLearning
HumansandLLmsaresolvingthesameproblem:
Prediction.
Abstractionisthearchitectofunderstanding.
ChatGPTdoesnotthink.
Agentsareunitsofintelligence.
MarvinMinsky
IFS Schizophrenia
Spiritism
Innerchild
Schizophrenia
Tulpas
Architecture,abstraction,agents.
WearehomoAPIens.
Thank you

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