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A blog post by Günter Klambauer providing an illustrated overview of recurrence in neural networks, tracing its history from Amari-Hopfield Nets to mentions of GPT-6 Astra and categorizing various architectures based on recurrence patterns.
The article explores latent reasoning as an alternative to chain-of-thought in AI, categorizing five families of approaches and discussing implications for AGI and interpretability.
Prof. Tom Yeh introduces his Substack newsletter 'AI by Hand,' focusing on math, algorithms, and architectures related to AI, with over 73,000 subscribers.
The article discusses a Stanford paper that identifies information loss during handoffs as the most common error in multi-agent systems and presents architectures and a standard loop with shared memory, message schemas, observability, and guardrails to enhance performance.
This tweet highlights three key architectures that developers building AI agents should know, likely linking to a resource or article.
A comprehensive survey of transformer-based language models covering architectures, applications across domain verticals (healthcare, finance, legal, etc.), and critical assessment of trade-offs including compute cost, alignment, and data provenance.
A document titled 'Deep Learning Foundations, Architectures & Engineering Practice' is shared, likely covering fundamental concepts, architectures, and practical engineering aspects of deep learning.
This article presents a repository that systematically gathers and benchmarks 35 AI agent architectures, helping developers choose effective control structures for production systems.
A comprehensive survey of world models that provides a multi-axis taxonomy covering architectures, methodologies, reasoning strategies, and applications across AI domains, including key systems like Dreamer, MuZero, and Sora.
CogScale is a benchmark of 14 scalable synthetic tasks designed to isolate and evaluate cognitive and memory abilities in sequence processing models. It provides a lightweight framework for rapid architectural validation and includes evaluations of seven architectures under strict parameter budgets.