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Gadi Singer

Gadi Singer
in
Towards Data Science

The AI Developer’s Dilemma: Proprietary AI vs. Open Source Ecosystem

Fundamental Choices Impacting Integration and Deployment at Scale of GenAI into Businesses

Sep 30

The AI Developer’s Dilemma: Proprietary AI vs. Open Source Ecosystem

Sep 30

Gadi Singer
in
Towards Data Science

Knowledge Retrieval Takes Center Stage

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

Nov 16, 2023

Knowledge Retrieval Takes Center Stage

Nov 16, 2023

Gadi Singer
in
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.

Jul 25, 2023

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

Jul 25, 2023

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

Apr 17, 2023

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

Apr 17, 2023

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

Oct 25, 2022

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

Oct 25, 2022

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.

Aug 16, 2022

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

Aug 16, 2022

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.

May 10, 2022

Advancing Machine Intelligence: Why Context Is Everything

May 10, 2022

Gadi Singer
in
Towards Data Science

Multimodality: A New Frontier in Cognitive AI

On modern Multimodal ML architectures and their applications

Feb 2, 2022

Multimodality: A New Frontier in Cognitive AI

Feb 2, 2022

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…

Jan 12, 2022

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

Jan 12, 2022

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

Oct 26, 2021

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

Oct 26, 2021

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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