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GenAI Learner
Dive deep into the exciting realm of Generative AI without the jargon! 🚀 Here, we transform the latest GenAI technologies – sourced from pioneering research papers and top blogs – into easy-to-follow podcast discussions. Join our community of AI enthusiasts, learn something new every week, and become a GenAI expert with us!
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19 mar. 2026
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Episoade
Teaching AI to Google Itself: The RL Way 18.10.2025 15:01
Discover how researchers from Google Cloud AI Research are pioneering new methods. SEARCH-R1 trains LLMs with reinforcement learning to autonomously generate multi-turn search queries. Get the non-technical breakdown on GenAI Learner. Arxiv: https://arxiv.org/abs/2503.09516
Agentic Context Engineering 17.10.2025 17:17
Arxiv: https://arxiv.org/abs/2510.04618 This recent paper from Stanford University and UC Berkeley introduces Agentic Context Engineering (ACE), a novel framework designed to enhance the performance of large language models (LLMs) in complex applications like agents and domain-specific reasoning by evolving their context, such as prompts and memory. ACE addresses key limitations of prior context a...
Self-Adapting LLMs: SEAL Framework 16.10.2025 14:31
This recent MIT paper details a novel framework called Self-Adapting Language Models (SEAL), which allows large language models (LLMs) to modify their own weights through self-generated training data and update instructions, termed self-edits. The core mechanism involves an outer reinforcement learning (RL) loop that trains the model to create effective self-edits, rewarding generations that impro...
METIS: Quality-Aware RAG with Configuration Adaptation and Scheduling 16.10.2025 22:06
SOSP 2025 Paper READING ---- METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation https://arxiv.org/pdf/2412.10543
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