New Paradigm: AI Research Summaries

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This podcast provides audio summaries of new Artificial Intelligence research papers. These summaries are AI generated, but every effort has been made by the cr...

Technology 115 recordings 2024 → today 2 episodes a week updated Feb 23, 2025
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81–100 of 115
Can a Neural Model Achieve Human-Level Abstract Reasoning? contributed by Lukas · Dec 9, 2024
Exploring ARC Prize 2024: Breakthroughs in AGI contributed by Lukas · Dec 9, 2024
Can a Domain-Specific Language Boost AI's Reasoning? contributed by Lukas · Dec 9, 2024
Can a Tiny Subset of Super-Weights Control Large Language Models? contributed by Lukas · Dec 9, 2024
Key Insights from Grokked Transformers: Implicit Reasoning contributed by Lukas · Dec 8, 2024
What does NVILA Bring to Visual Language Models? contributed by Lukas · Dec 8, 2024
Can the Densing Law Revolutionize AI Efficiency? contributed by Lukas · Dec 8, 2024
A Summary of 'Scaling Synthetic Data Creation with One Billion Personas' by Tencent AI Lab contributed by Lukas · Jul 15, 2024
A Summary of 'Improving Alignment and Robustness with Circuit Breakers' by Black Swan AI, Carnegie Mellon University, & the Center for AI Sa contributed by Lukas · Jul 10, 2024
A Summary of 'Refusal in Language Models Is Mediated by a Single Direction' by Anthropic, MIT, ETH Zürich & The University of Maryland contributed by Lukas · Jul 5, 2024
A Summary of 'LLMs achieve adult human performance on higher-order theory of mind tasks' by Google DeepMind, Johns Hopkins University & The contributed by Lukas · Jun 6, 2024
A Summary of 'LoRA Learns Less and Forgets Less' by Databricks Mosaic AI & Columbia University contributed by Lukas · Jun 4, 2024
A Summary of 'Mastering Diverse Domains through World Models' by Google DeepMind & The University of Toronto contributed by Lukas · Jun 1, 2024
A Summary of 'Let’s Think Dot by Dot: Hidden Computation in Transformer Language Models' by CDS at New York University contributed by Lukas · May 12, 2024
A Summary of Predibase's 'LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report' contributed by Lukas · May 11, 2024
A Summary of 'Creative Problem Solving in Large Language and Vision Models – What Would it Take?' by Georgia Institute of Technology & Tufts contributed by Lukas · May 6, 2024
A Summary of 'KAN: Kolmogorov–Arnold Networks' by MIT, CALTECH & Others contributed by Lukas · May 4, 2024
A Summary of Stanford University, MIT & Sequoia Capital's 'Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Rea contributed by Lukas · May 3, 2024
A Summary of FAIR at Meta's 'Better & Faster Large Language Models via Multi-token Prediction' contributed by Lukas · May 1, 2024
A Summary of Apple's 'Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs' contributed by Lukas · Apr 29, 2024
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This podcast provides audio summaries of new Artificial Intelligence research papers. These summaries are AI generated, but every effort has been made by the creators of this podcast to ensure they are of the highest quality. As AI systems are prone to hallucinations, our recommendation is to always seek out the original source material. These summaries are only intended to provide an overview of ...

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