--- title: "#explainable-ai articles | Hashnode" description: "Explore 60 articles tagged #explainable-ai on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/explainable-ai" --- Tag # #explainable-ai 60 posts · 2 followers [Yeshwanth Vepachadu](https://hashnode.com/@yeshwanthvepachadu) · [Oct 26](https://hashnode.com/posts/reason-codes-before-accuracy-building-an-explainable-claims-triage-scorer-in-python/6adf31fcc44cfd8a562f74be) ### [Reason Codes Before Accuracy: Building an Explainable Claims-Triage Scorer in Python](https://yeshwanthvepachadu.hashnode.dev/reason-codes-before-accuracy-building-an-explainable-claims-triage-scorer-in-python?utm_source=hashnode&utm_medium=feed) A developer's guide to a transparent claims-triage scorer: points-based logic, reason codes, monotonic checks and a human in the loop. Python included. 6 min read · [yeshwanthvepachadu.hashnode.dev](https://yeshwanthvepachadu.hashnode.dev/reason-codes-before-accuracy-building-an-explainable-claims-triage-scorer-in-python?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/reason-codes-before-accuracy-building-an-explainable-claims-triage-scorer-in-python/6adf31fcc44cfd8a562f74be) [Akhila Sharon N.](https://hashnode.com/@akhila-003) · [Oct 8](https://hashnode.com/posts/akhila-n-hashnode-dev-diagnosing-shortcut-learning-in-spatial-vision/6ac786f0aecf214a561e3d2d) ### [Diagnosing Shortcut Learning in Spatial Vision with XAI Heatmaps](https://akhila-n.hashnode.dev/akhila-n-hashnode-dev-diagnosing-shortcut-learning-in-spatial-vision?utm_source=hashnode&utm_medium=feed) How Gradient-Based XAI Heatmaps Expose Spurious Context Reliance in Computer Vision Pipelines 4 min read · [akhila-n.hashnode.dev](https://akhila-n.hashnode.dev/akhila-n-hashnode-dev-diagnosing-shortcut-learning-in-spatial-vision?utm_source=hashnode&utm_medium=feed) [3](https://hashnode.com/posts/akhila-n-hashnode-dev-diagnosing-shortcut-learning-in-spatial-vision/6ac786f0aecf214a561e3d2d) [Yash Mangukiya](https://hashnode.com/@yashmangukiyacreditrisk) · [Sep 13](https://hashnode.com/posts/credit-risk-scorecard-logistic-regression-vs-ml/6aa6758d848f1201e1a1893c) ### [Demystifying Risk Scorecard Models: From Logistic Regression to Machine Learning](https://credit-risk-analytics.hashnode.dev/credit-risk-scorecard-logistic-regression-vs-ml?utm_source=hashnode&utm_medium=feed) Explore how machine learning and WOE-based logistic regression balance explainability, regulatory compliance, and predictive power in credit risk. 2 min read · [credit-risk-analytics.hashnode.dev](https://credit-risk-analytics.hashnode.dev/credit-risk-scorecard-logistic-regression-vs-ml?utm_source=hashnode&utm_medium=feed) [Yash Mangukiya](https://hashnode.com/@yashmangukiyacreditrisk) · [Sep 13](https://hashnode.com/posts/understanding-lime-in-credit-risk-explaining-black-box-machine-learning-models/6aa6882c6be95dce6af23f8a) ### [Understanding LIME in Credit Risk: Explaining Black-Box Machine Learning Models](https://credit-risk-analytics.hashnode.dev/understanding-lime-in-credit-risk-explaining-black-box-machine-learning-models?utm_source=hashnode&utm_medium=feed) Step-by-step python tutorial using LIME and XGBoost to explain local credit default predictions and generate adverse action codes. 5 min read · [credit-risk-analytics.hashnode.dev](https://credit-risk-analytics.hashnode.dev/understanding-lime-in-credit-risk-explaining-black-box-machine-learning-models?utm_source=hashnode&utm_medium=feed) [Yash Mangukiya](https://hashnode.com/@yashmangukiyacreditrisk) · [Sep 13](https://hashnode.com/posts/understanding-shap-values-in-credit-risk/6aa67c6e9b6123efa6213d74) ### [Understanding SHAP Values in Credit Risk: Making Machine Learning Models Transparent](https://credit-risk-analytics.hashnode.dev/understanding-shap-values-in-credit-risk?utm_source=hashnode&utm_medium=feed) Learn how SHAP values leverage game theory to break open black-box ML models, provide local adverse action reasons, and maintain risk governance. 4 min read · [credit-risk-analytics.hashnode.dev](https://credit-risk-analytics.hashnode.dev/understanding-shap-values-in-credit-risk?utm_source=hashnode&utm_medium=feed) [Manikanta SSB](https://hashnode.com/@ssb0931) · [Jun 23](https://hashnode.com/posts/from-navigation-to-reading-how-i-built-an-explainable-braille-recognition-pipeline/6a3abfad592feceaed34d50a) ### [From Navigation to Reading: How I Built an Explainable Braille Recognition Pipeline](https://ssbb7.hashnode.dev/from-navigation-to-reading-how-i-built-an-explainable-braille-recognition-pipeline?utm_source=hashnode&utm_medium=feed) A research journey from Braille detection to explainable AI, structural verification, language correction, and speech synthesis. 9 min read · [ssbb7.hashnode.dev](https://ssbb7.hashnode.dev/from-navigation-to-reading-how-i-built-an-explainable-braille-recognition-pipeline?utm_source=hashnode&utm_medium=feed) [Player Raze](https://hashnode.com/@player-raze) · [May 15](https://hashnode.com/posts/gemini-intelligence-next-gen-ai-innovations/6a06bdeb9c794cb653f41d60) ### [Gemini Intelligence: Next-Gen AI Innovations](https://gameexplorerph.hashnode.dev/gemini-intelligence-next-gen-ai-innovations?utm_source=hashnode&utm_medium=feed) Explore cutting-edge AI innovations with Gemini Intelligence, showcasing next-gen tech advancements and their transformative impact. 4 min read · [gameexplorerph.hashnode.dev](https://gameexplorerph.hashnode.dev/gemini-intelligence-next-gen-ai-innovations?utm_source=hashnode&utm_medium=feed) [Vishal Uttam Mane](https://hashnode.com/@vishal-uttam-mane) · [Apr 28](https://hashnode.com/posts/ethical-ai-bias-detection-and-mitigation-techniques-in-modern-systems/69f0306c330a1ad7f75dc26c) ### [Ethical AI: Bias Detection and Mitigation Techniques in Modern Systems](https://vishal-uttam-mane-ethical-ai.hashnode.dev/ethical-ai-bias-detection-and-mitigation-techniques-in-modern-systems?utm_source=hashnode&utm_medium=feed) Discover how ethical AI ensures fairness through advanced bias detection and mitigation techniques in modern machine learning systems. 3 min read · [vishal-uttam-mane-ethical-ai.hashnode.dev](https://vishal-uttam-mane-ethical-ai.hashnode.dev/ethical-ai-bias-detection-and-mitigation-techniques-in-modern-systems?utm_source=hashnode&utm_medium=feed) [HemaN](https://hashnode.com/@hemnam) · [Apr 14](https://hashnode.com/posts/making-ai-work-with-humans-not-against-them/69de504f345b86c2e050a722) ### [Making AI Work With Humans, Not Against Them](https://hema-sdet.hashnode.dev/making-ai-work-with-humans-not-against-them?utm_source=hashnode&utm_medium=feed) Designing AI That Thinks With Humans, Not For Them 3 min read · [hema-sdet.hashnode.dev](https://hema-sdet.hashnode.dev/making-ai-work-with-humans-not-against-them?utm_source=hashnode&utm_medium=feed) [Vishal Uttam Mane](https://hashnode.com/@vishal-uttam-mane) · [Mar 28](https://hashnode.com/posts/responsible-ai-bias-detection-and-mitigation-techniques/69c766847cf2706510b3a59f) ### [Responsible AI: Bias Detection and Mitigation Techniques](https://vishal-uttam-mane-res-ai.hashnode.dev/responsible-ai-bias-detection-and-mitigation-techniques?utm_source=hashnode&utm_medium=feed) Learn how to build fair and trustworthy AI systems by detecting and mitigating bias using proven techniques, real-world strategies, and practical fram 5 min read · [vishal-uttam-mane-res-ai.hashnode.dev](https://vishal-uttam-mane-res-ai.hashnode.dev/responsible-ai-bias-detection-and-mitigation-techniques?utm_source=hashnode&utm_medium=feed)