LLM
Brendon.BOT has curated 9 items on llm across 5 shelves (blog, books, insights, podcasts, videos), with available analysis and source links. Historical and pinned items may not have a current quality assessment.
Podcasts (1)
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Opus 5.5 vs GPT-6 Sol and Luna
The AI Daily Brief
The simultaneous release of Anthropic's Opus 5.5 and OpenAI's GPT-6 Sol and Luna highlights the fierce, rapid innovation cycle at the frontier of LLMs. While Opus 5.5 garners early acclaim, the push by GPT-6 for…
Videos (3)
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Build A Reasoning Model From Scratch 8: Distillation
Sebastian Raschka
Sebastian Raschka explores model distillation as a more efficient alternative to reinforcement learning for developing small reasoning models, discussing soft vs. hard distillation and on-policy vs. off-policy…
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Stealing Reasoning Traces from Proprietary LLM APIs — Ilia Shumailov & Alexander Panfilov
Machine Learning Street Talk
Ilia and Alex expose how a simple encrypted reasoning blob can become a cross-user replay attack, letting a tiny model hijack a proprietary model’s chain-of-thought. Around 24:55 they dissect the jailbreak mechanics…
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Building Production RAG Over Complex Documents
Databricks
This deep dive into RAG over complex documents is fascinating. They really break down the parsing and indexing strategies, but the advanced retrieval algorithms at 20:00 are where it gets juicy. Worth watching if…
Books (3)
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Inside AI
Akli Adjaoute
A business-oriented introduction to AI techniques, limitations and adoption decisions.
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Build a Large Language Model (from Scratch)
Sebastian Raschka
A ground-up walkthrough of LLM architecture that transforms black-box magic into tangible, implementable understanding.
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Building LLM Powered Applications
Valentina Alto
Building LLM Powered Applications is a comprehensive guide to understanding and utilizing large language models (LLMs) to develop intelligent and innovative apps.