<![CDATA[Stories by Michał Oleszak on Medium]]> https://medium.com/@michaloleszak?source=rss-c58320fab2a8------2 https://cdn-images-1.medium.com/fit/c/150/150/1*fjA_nwCfsnZsxqOlVdKOCA.png Stories by Michał Oleszak on Medium https://medium.com/@michaloleszak?source=rss-c58320fab2a8------2 Medium Sat, 14 Nov 2026 19:14:55 GMT <![CDATA[Foundation Models Explained]]>

The models powering the next generation of intelligent applications

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]]> https://medium.com/data-science-collective/foundation-models-explained-d20449d78037?source=rss-c58320fab2a8------2 https://medium.com/p/d20449d78037 Wed, 04 Mar 2026 22:13:32 GMT 2026-03-14T05:18:16.194Z <![CDATA[Start Your Agent Evaluation Right]]>

A Quick Guide to Deepchecks Agent Evaluation

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]]> https://medium.com/data-science-collective/start-your-agent-evaluation-right-f98555200cc9?source=rss-c58320fab2a8------2 https://medium.com/p/f98555200cc9 Wed, 18 Feb 2026 21:14:44 GMT 2026-02-18T21:14:44.322Z <![CDATA[Detecting and Fixing Dead Neurons in Foundation Models]]>

How to make neuron health actionable

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Using Root Cause Analysis to Detect and Fix Failures in LLM Applications

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]]> https://medium.com/data-science-collective/debugging-and-improving-rag-pipelines-eb8cc9ed4b76?source=rss-c58320fab2a8------2 https://medium.com/p/eb8cc9ed4b76 Mon, 03 Nov 2025 18:02:37 GMT 2025-11-04T14:01:19.229Z <![CDATA[Why Prompt Injection Still Works]]>

And How to Catch It Before It’s Too Late

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Speed up your LLM inference

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]]> https://medium.com/data-science/transformers-key-value-kv-caching-explained-4d71de62d22d?source=rss-c58320fab2a8------2 https://medium.com/p/4d71de62d22d Wed, 11 Dec 2024 16:42:12 GMT 2025-01-29T12:11:34.710Z <![CDATA[Reinforcement Learning from Human Feedback (RLHF) for LLMs]]>

An ultimate guide to the crucial technique behind Large Language Models

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Know thine enemy and protect your machine learning systems.

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]]> https://pub.towardsai.net/adversarial-machine-learning-defense-strategies-754df5a1fcb1?source=rss-c58320fab2a8------2 https://medium.com/p/754df5a1fcb1 Fri, 19 Jul 2024 13:31:41 GMT 2024-07-21T13:14:23.780Z <![CDATA[Zero-Shot and Few-Shot Learning with LLMs]]>

Guidelines for optimal use.

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]]> https://pub.towardsai.net/zero-shot-and-few-shot-learning-with-llms-9d42af3f7154?source=rss-c58320fab2a8------2 https://medium.com/p/9d42af3f7154 Thu, 18 Apr 2024 08:56:18 GMT 2024-04-18T12:59:29.196Z <![CDATA[Designing RAGs]]>

A guide to Retrieval-Augmented Generation design choices.

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