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- 10 Free AI Tools That Replace Expensive Software for Data ScientistsBuild a production-grade data science toolkit without spending a dollar, using open-source AI tools that match, and sometimes exceed, their paid alternatives.KDnuggets · AI
- DOJ Doubles Down on Data Analytics; Compliance Programs Must Keep PaceDOJ Doubles Down on Data Analytics; Compliance Programs Must Keep Pace Law.comLaw.com · Software
- Cause of data breach at Asos ruled out as customers urged to 'remain cautious'Cause of data breach at Asos ruled out as customers urged to 'remain cautious' Liverpool EchoLiverpool Echo · Cybersecurity
- Presentation: Ontology‐Driven Observability: Building the E2E Knowledge Graph at Netflix ScalePrasanna Vijayanathan and Renzo Sanchez-Silva share how Netflix tackles observability across 38M events/sec. They discuss replacing reactive monitoring with an AI-driven operational ontology and agentic workflows using Claude and graph databases.InfoQ · AI
- Introduction to Reinforcement Learning: Multi-Armed Bandit Simulation in PythonIntroduction to Reinforcement Learning: Multi-Armed Bandit Simulation in Python Towards Data ScienceTowards Data Science · Software
- An Explainable Header-Centric Framework for Large-Scale Semantic Table Interpretation and Data Quality AssessmentarXiv:2610.10541v1 Announce Type: new Abstract: Knowledge Graph (KG) quality depends not only on downstream graph validation, but also on the quality of tabular metadata used before integration. In metadata-only Semantic Table Interpretation (STI), where cell values are unavailable, noisy, or unsuitable, column headers become a critical source of semantic evidence for traceable KG preparation.arXiv · Software
- Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System InteractionarXiv:2610.10549v1 Announce Type: new Abstract: Tool-calling agents have become central to enterprise AI, yet training and evaluating them at scale remains severely constrained due to business and legal restrictions on enterprise systems, data, and database schemas. Tabular data synthesis offers a natural alternative, but its effectiveness is fundamentally limited by structural validity and schemaarXiv · AI
- Coverage, Not Difficulty, Sets How Much Synthetic Data an Activation Probe NeedsarXiv:2610.10594v1 Announce Type: new Abstract: Activation probes that monitor deployed language models are trained on synthetic conversations, and how many a probe needs is open. We trace learning curves over 10-590 synthetic samples for three monitoring concepts, high-stakes situations, replies harmful to a person, and replies that do not follow the user's instruction, on fourteen held-out evaluarXiv · LLM
- UK's ASOS says cyber hack accessed customers' personal dataUK's ASOS says cyber hack accessed customers' personal data ReutersReuters · Software
- Analytics and Data Science News for the Week of October 9; Updates from ClicData, Databricks, Qlik & MoreAnalytics and Data Science News for the Week of October 9; Updates from ClicData, Databricks, Qlik & More Solutions ReviewSolutions Review · Software
- Premier League data scientist answers Football Extra readers' questionsPremier League data scientist answers Football Extra readers' questions BBCBBC · Software