Gadi Singer – Medium

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Gadi Singer
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Towards Data Science

Survival of the Fittest: Compact Generative AI Models Are the Future for Cost-Effective AI at Scale

The case for nimble, targeted, retrieval-based models as the best solution for generative AI applications deployed at scale.

18 min readJul 25, 2023

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Survival of the Fittest: Compact Generative AI Models Are the Future for Cost-Effective AI at Scale

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Gadi Singer
in
Towards Data Science

Knowledge Retrieval Takes Center Stage

GenAI Architecture Shifting from RAG Toward Interpretive Retrieval-Centric Generation (RCG) Models

13 min readNov 16, 2023

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Knowledge Retrieval Takes Center Stage

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Gadi Singer
in
Towards Data Science

Have Machines Just Made an Evolutionary Leap to Speak in Human Language?

Assessing where we are on the journey to deep, meaningful communication between people and their AI

12 min readApr 17, 2023

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Have Machines Just Made an Evolutionary Leap to Speak in Human Language?

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Gadi Singer
in
Towards Data Science

Multi-agent Simulation: A Key Function in Inference-time Intelligence

Avoiding combinatorial explosions in multi-agent what-if scenarios

9 min readOct 25, 2022

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Multi-agent Simulation: A Key Function in Inference-time Intelligence

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Gadi Singer
in
Towards Data Science

Beyond Input-Output Reasoning: Four Key Properties of Cognitive AI

The necessity of World Model, Theory of Mind, Continual Learning, and Late-Binding context.

9 min readAug 16, 2022

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Beyond Input-Output Reasoning: Four Key Properties of Cognitive AI

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Gadi Singer
in
Towards Data Science

Advancing Machine Intelligence: Why Context Is Everything

Most of us have heard the phrase, “Image is everything.” But when it comes to taking AI to the next level, it’s context that is everything.

9 min readMay 10, 2022

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Advancing Machine Intelligence: Why Context Is Everything

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Gadi Singer
in
Towards Data Science

Multimodality: A New Frontier in Cognitive AI

On modern Multimodal ML architectures and their applications

12 min readFeb 2, 2022

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Multimodality: A New Frontier in Cognitive AI

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Gadi Singer
in
Towards Data Science

LM!=KM: The Five Reasons Why Language Models Fall Short of Supporting Knowledge Model Requirements…

Large language models (LMs) have demonstrated that they can serve as relatively good knowledge models (KMs). But do they excel at…

9 min readJan 12, 2022

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LM!=KM: The Five Reasons Why Language Models Fall Short of Supporting Knowledge Model Requirements…

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Gadi Singer
in
Towards Data Science

No One Rung to Rule Them All: Addressing Scale and Expediency in Knowledge-Based AI

Cognitive AI, hierarchy of knowledge, and the answer to the unsustainable growth of all-inclusive deep-learning models

7 min readOct 26, 2021

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No One Rung to Rule Them All: Addressing Scale and Expediency in Knowledge-Based AI

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Gadi Singer
in
Towards Data Science

Conceptualization as a Basis for Cognition — Human and Machine

A missing link to machine understanding and Cognitive AI

9 min readSep 14, 2021

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Conceptualization as a Basis for Cognition — Human and Machine

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Gadi Singer

Gadi Singer

Passionate about driving AI towards the next level of intelligence via deep knowledge. VP at Intel Labs. Named one of AI 50 global thought leaders & influencers

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