When LLMs Try to Reason: Experiments in Text and Vision-Based Abstraction
#Article #Large_Language_Models #Artificial_Intelligence #Deep_Dives #Large_Multimodal_Models #Python
via Towards Data Science
#Article #Large_Language_Models #Artificial_Intelligence #Deep_Dives #Large_Multimodal_Models #Python
via Towards Data Science
Telegraph
When LLMs Try to Reason: Experiments in Text and Vision-Base…
Can large language models learn to reason abstractly from just a few examples? In this piece, I explore this question by testing both text-based (o3-mini) and image-capable (gpt-4.1) models on…
Transformers (and Attention) are Just Fancy Addition Machines
#Article #Machine_Learning #Artificial_Intelligence #Deep_Learning #Interpretability #Large_Language_Models #Transformers
via Towards Data Science
#Article #Machine_Learning #Artificial_Intelligence #Deep_Learning #Interpretability #Large_Language_Models #Transformers
via Towards Data Science
Towards Data Science
Transformers (and Attention) are Just Fancy Addition Machines
is a relatively new sub-field in AI, focused on understanding how neural networks function by reverse-engineering their internal mechanisms and representations, aiming to translate them into human-understandable algorithms and concepts. This is in contrast…
Declarative and Imperative Prompt Engineering for Generative AI
#Article #Artificial_Intelligence #Prompt_Engineering #Declarative_Programming #Generative_Ai #Imperative_Programming #Large_Language_Models
via Towards Data Science
#Article #Artificial_Intelligence #Prompt_Engineering #Declarative_Programming #Generative_Ai #Imperative_Programming #Large_Language_Models
via Towards Data Science
Towards Data Science
Declarative and Imperative Prompt Engineering for Generative AI
Conceptual overview and practical considerations
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#Article #Agentic_AI #Artificial_Intelligence #Large_Language_Models #LLM_Applications #Agentic #API #Autonomous #Llm #Llm_Agent
via Towards Data Science
#Article #Agentic_AI #Artificial_Intelligence #Large_Language_Models #LLM_Applications #Agentic #API #Autonomous #Llm #Llm_Agent
via Towards Data Science
Towards Data Science
Talk to my Agent | Towards Data Science
The exciting new world of designing conversation driven APIs for LLMs.