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Your Fantasy, your Way! https://towardsdatascience.com/why-crewais-manager-worker-architecture-fails-and-how-to-fix-it/ Why CrewAI’s Manager-Worker Architecture Fails — and How to Fix It | Towards Data Science Nov 25, 2025 - A real-world analysis of why CrewAI’s hierarchical orchestration misfires—and a practical fix you can implement today. architecture failsmanager https://towardsdatascience.com/the-rise-of-semantic-entity-resolution/ The Rise of Semantic Entity Resolution | Towards Data Science towards data sciencerise https://towardsdatascience.com/deep-dive-into-lstms-xlstms-by-hand-%ef%b8%8f-c33e638bebb1/ Deep Dive into LSTMs & xLSTMs by Hand ✍️ | Towards Data Science Jan 8, 2025 - Explore the wisdom of LSTM leading into xLSTMs - a probable competition to the present-day LLMs deep divelstmsamphandtowards https://towardsdatascience.com/risats-silent-promise-decoding-disasters-with-synthetic-aperture-radar/ RISAT’s Silent Promise: Decoding Disasters with Synthetic Aperture Radar | Towards Data Science Nov 26, 2025 - The high-resolution physics turning microwave echoes into real-time flood intelligence synthetic aperturesilentradar https://towardsdatascience.com/hands-on-with-anthropics-new-structured-output-capabilities/ A Hands-On Guide to Anthropic’s New Structured Output Capabilities | Towards Data Science Nov 24, 2025 - A developer’s guide to perfect JSON and typed outputs from Claude Sonnet 4.5 and Opus 4.1 structured outputhandsguide Sponsored https://www.propertysex.com/ Property Sex: The Original and Best Real Estate Porn Site Property Sex.com brings you the hottest real estate porn on the Internet. 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Self-Supervision Solves the Age-Old Binding Problem | Towards Data Science Dec 4, 2025 - A new NeurIPS 2025 paper shows how self-supervised learning imbues ViT with better image understanding than supervised learning make ailabelsblindselfsolves https://towardsdatascience.com/json-parsing-for-large-payloads-balancing-speed-memory-and-scalability/ JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability | Towards Data Science Dec 2, 2025 - Benchmarking JSON libraries for large payloads balancing speedjsonparsing https://towardsdatascience.com/learning-hacking-and-shipping-ml/ Learning, Hacking, and Shipping ML | Towards Data Science Dec 1, 2025 - Vyacheslav Efimov on AI hackathons, data science roadmaps, and how AI meaningfully changed day-to-day ML Engineer work towards data sciencelearning https://towardsdatascience.com/2025-must-reads-agents-python-llms-and-more/ 2025 Must-Reads: Agents, Python, LLMs, and More | Towards Data Science must readsagents pythonllms https://towardsdatascience.com/tds-newsletter-the-theory-and-practice-of-using-ai-effectively/ TDS Newsletter: The Theory and Practice of Using AI Effectively | Towards Data Science tds newsletterusing aitheory https://towardsdatascience.com/why-human-centered-data-analytics-matters-more-than-ever/ Why Human-Centered Data Analytics Matters More Than Ever | Towards Data Science Jan 14, 2026 - From optimizing metrics to designing meaning: putting people back into data-driven decisions human centered dataanalytics https://towardsdatascience.com/agentic-rag-applications-company-knowledge-slack-agents/ Agentic RAG Applications: Company Knowledge Slack Agents | Towards Data Science May 30, 2025 - Lessons learnt using LlamaIndex and Modal agents towards dataagenticrag https://towardsdatascience.com/why-your-ml-model-works-in-training-but-fails-in-production/ Why Your ML Model Works in Training But Fails in Production | Towards Data Science Jan 13, 2026 - Hard lessons from building production ML systems where data leaks, defaults lie, populations shift, and time does not behave the way we expect. model worksmltrainingfails https://towardsdatascience.com/how-relevance-models-foreshadowed-transformers-for-nlp/ How Relevance Models Foreshadowed Transformers for NLP | Towards Data Science Nov 20, 2025 - Tracing the history of LLM attention: standing on the shoulders of giants towards data sciencerelevance https://towardsdatascience.com/if-we-use-ai-to-do-our-work/ If we use AI to do our work – what is our job, then? | Towards Data Science use aiwork https://towardsdatascience.com/author/towardsdatascience/ TDS Editors, Author at Towards Data Science Read articles from TDS Editors on Towards Data Science. towards data sciencetdsauthor https://towardsdatascience.com/understanding-the-generative-ai-user/ Understanding the Generative AI User | Towards Data Science Dec 20, 2025 - What do regular technology users think (and know) about AI? towards data scienceaiuser https://towardsdatascience.com/towards-data-science-is-launching-as-an-independent-publication/ Towards Data Science is Launching as an Independent Publication | Towards Data Science Mar 17, 2025 - QUICK LINKS How To Submit Your Work Frequently Asked Questions Contact TDS Editors with questions or concerns Since founding Towards Data Science in 2016,... towards data sciencelaunching