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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Verified Machine Learning" (30 stories)

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OnDeck Combines Machine Learning With AI-Enabled Verification to Automate Approval Process
Lead StoryPR Newswiretech
4d ago

OnDeck Combines Machine Learning With AI-Enabled Verification to Automate Approval Process

<a href="https://news.google.com/rss/articles/CBMi3wFBVV95cUxQY01fMFd3VzhRN095TDhCdzVqYzFlZXl0Sk10S3ZqOGJlMEYybk42MXJiUHkwS0ZaZ3puSEdZcVZ0SmVqaXlGcHpycG9ra1NsRjZxaXcxQl9qTnRqc2pWcU5Gdnd1c29Xc0xZMlFsVHJZc1N3SlZueEFmVjgtZkxJcm4tRFAxUHhMaFQ2eTdRUW0xb2hfOWhoV1FIejZqQU1pb2laTGN6OVpjb0VhcjJGdkRIS2pkU192QzdIS1pQYTBGLVpXMDlab3ZjOFFyYWpYTExxWlE4enJXVlBha1Vz?oc=5" target="_blank">OnDeck Combines Machine Learning With AI-Enabled Verification to Automate Approval Process</a>  <font color="#6f6f6f">PR Newswire</font>

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Search Results for "Verified Machine Learning"

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29 stories displayed
Verified Machine Learning Infrastructure: Formal Methods for Trustworthy Artificial Intelligence Deployment
RANDgeneral

Verified Machine Learning Infrastructure: Formal Methods for Trustworthy Artificial Intelligence Deployment

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTE51S211X29WTGZCWDdnVDdLZExOSFBEV2xLSjRfVTMyNHM1X0I1U1FoaVJsT1pfYWhJRWpwX1VBclNIZTRhXzN4V2Q3NTlwRG5aWDYyZTE1cS1fNWlSeWJIQWdkRFNIX0Mz?oc=5" target="_blank">Verified Machine Learning Infrastructure: Formal Methods for Trustworthy Artificial Intelligence Deployment</a>  <font color="#6f6f6f">RAND</font>

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AI Learns to Prove Itself: Verified Deep Learning for Injury Detection
Bioengineer.orgtech

AI Learns to Prove Itself: Verified Deep Learning for Injury Detection

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxOUGJTUHpacGRTSldEbTN0LTJlUTFqU2tyY052SXVWd3pLZjhOQWU4dS1neWcxTldpcWJkRm1SVnhtRmMzbU9lRThLSVFkRF96TUEtank2WENDeGxxakdEeTlZa3llQkE2dmZJUmRuQTZDYXlLX3pWMXd3UlRvR1dYRmFWVXA2SlZJZFY0SGd4LUcxQlRUa1A4eE5B?oc=5" target="_blank">AI Learns to Prove Itself: Verified Deep Learning for Injury Detection</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Real-time dental image verification with Amazon SageMaker AI at Henry Schein One | Artificial Intelligence
Amazon Web Services (AWS)tech

Real-time dental image verification with Amazon SageMaker AI at Henry Schein One | Artificial Intelligence

<a href="https://news.google.com/rss/articles/CBMixgFBVV95cUxPTTlXUHBOaFpzYkRGOHBaT2FGVGxPUXZYUnJnNDNyYkFsR19EaEp5WlpscjhuZl9vbk1FZU5BcWlvMFVGdDZEQVdXYVRrNEhYREFTNXh6YXFFaHlDNlpxbGt1YVlhSkxHQ1hQeEkzSWtGbGF0RVNlRmhOZzZiSWhaUG9PX0Y4Z1B3eFEwTGpELXNHSTFhVDk0T0FrOVJKeU4wa0hHMHItQUd1RzBBblI4ME5KVldXTHhTdU1JNXZyNkt2UnRuNXc?oc=5" target="_blank">Real-time dental image verification with Amazon SageMaker AI at Henry Schein One | Artificial Intelligence</a>  <font color="#6f6f6f">Amazon Web Services (AWS)</font>

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Performance measurement of experimentally validated machine learning algorithms to predict compressive strength of sustainable concrete using GGBFS and rice husk ash
Naturetech

Performance measurement of experimentally validated machine learning algorithms to predict compressive strength of sustainable concrete using GGBFS and rice husk ash

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5ObmJ5ZUl1NVp5d1owNmRfbDVoOFJDd1NWb0lhTEFRNUdmU0Ffd1JoUndrSTgwTWNmazFmSEdBWWNzcndQeGFwc0VSSzdRbUd1eW1maXdPZmdabzhDa3RF?oc=5" target="_blank">Performance measurement of experimentally validated machine learning algorithms to predict compressive strength of sustainable concrete using GGBFS and rice husk ash</a>  <font color="#6f6f6f">Nature</font>

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Construction and verification of a prediction model for sleep disorders in older patients with coronary heart disease based on machine learning algorithms
Frontiersgeneral

Construction and verification of a prediction model for sleep disorders in older patients with coronary heart disease based on machine learning algorithms

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxOM212VC1mYm1lYi15SE9tWVA5NjVhcTc5RlhaZXVDdWhmWldQZllJeXhEbHBNcDNZczlKT1JfamM0U0x5U3BjdWxWZ1RWQjU3cHhWOHJTSUxhRlpxMVViYnBsXzNGSWh2RWZ2VEhFUkdfbFBXT1NBYW1scVhDLXhPWWVrdjlwMlYwU25Zd3Fn?oc=5" target="_blank">Construction and verification of a prediction model for sleep disorders in older patients with coronary heart disease based on machine learning algorithms</a>  <font color="#6f6f6f">Frontiers</font>

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Thomson Reuters and Socure partner around identity verification
Thomson Reuters Legal Solutionsworld

Thomson Reuters and Socure partner around identity verification

<a href="https://news.google.com/rss/articles/CBMi1gFBVV95cUxQRDJJUlM3cGpyOTVvTGhCZ181dUUxMzNsWkhZVEV2enhqY1libGMwWTA0MnhsMy02dkZMc0FKRW94MzBhMldLTEo1ZkRXYTMySlRyYzhpSGpIa3JLb1JHV2FtZkZleVZyUW5FdUJleWtBTUhMVW5kS0QyZ2UxeXZwVFMyT1pvU1E5R3ZIQk82cThodTlNNEtNQkdpcUt4TWo2cnBPczZiQVZoR1ZwU2Z5S0Qxb3BzclliQTZTMnFMTGZDUTRtRUs4UHBmSTA5MGd3Wkx0Q2Rn?oc=5" target="_blank">Thomson Reuters and Socure partner around identity verification</a>  <font color="#6f6f6f">Thomson Reuters Legal Solutions</font>

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AI Dreams Unlock Verified Quantum Mechanics Library Now Open Source
Quantum Zeitgeisttech

AI Dreams Unlock Verified Quantum Mechanics Library Now Open Source

<a href="https://news.google.com/rss/articles/CBMif0FVX3lxTE4wUzV3OV9PNkJLQzM1ZmN5NXhHT0JrUm01REZOTnQ5OGhSMEVrTFZ1MjlvenFPQ09DWHEtNGpSWnZ6LWhNdzBNQVZkamxZbHktZU4tWVpDbFh0TnJUS05Wd3ZoNVdDWXpmN0huZUdOem5CZjUzdVdQemE0TFRIdG8?oc=5" target="_blank">AI Dreams Unlock Verified Quantum Mechanics Library Now Open Source</a>  <font color="#6f6f6f">Quantum Zeitgeist</font>

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Cooperative UAV swarms for zero knowledge verification of edge generative AI using trust-aware multiagent learning
Naturetech

Cooperative UAV swarms for zero knowledge verification of edge generative AI using trust-aware multiagent learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBJWm1mNVRGVmFBajVtYi1XTnZtS0RjTTdJUlpJel9sM1VsV3NDSXpFcWdfLUYtNDltOEZaamdsVnFSS0ItR1E3YVNQNXNBS3U4U0p5YkRtWEctVlZtUS1Z?oc=5" target="_blank">Cooperative UAV swarms for zero knowledge verification of edge generative AI using trust-aware multiagent learning</a>  <font color="#6f6f6f">Nature</font>

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Identifying predictors of student depression through validated machine learning pipelines
Frontiersgeneral

Identifying predictors of student depression through validated machine learning pipelines

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxPYWt1RkpmaUtsczRBeHA5U0pOMzRuaFRBWlpLRzJYSkRsTldXVTBnLW9lbmI5X1JfYkhVNElqVXdmSWI1enU4bTQ1d3FjN180Q0w0V2hycl90U1RYUldfaEVvVmVBbGdwaFltUzFrM2JLSjFsbE1ncTc5dkZTNkZNRUl0eUtOeWhaQ1VtYld3?oc=5" target="_blank">Identifying predictors of student depression through validated machine learning pipelines</a>  <font color="#6f6f6f">Frontiers</font>

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Novel method for risk stratification of radiation-induced breast fibrosis: subgroup hypothesis verified by machine learning | npj Breast Cancer
Naturegeneral

Novel method for risk stratification of radiation-induced breast fibrosis: subgroup hypothesis verified by machine learning | npj Breast Cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9nYTlVbVM4Z2F0eFlTQzdmUXpKUzZjTWprQWpWMjlLN01oa3RiaHFEaU41Z01BODh3YVJ3WDZYU0daRHItR1Q1Y29qckZIRVQzaEVIbGxSLXh4ZGFaU0Nj?oc=5" target="_blank">Novel method for risk stratification of radiation-induced breast fibrosis: subgroup hypothesis verified by machine learning | npj Breast Cancer</a>  <font color="#6f6f6f">Nature</font>

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Certificates in AI: Learn but Verify
Communications of the ACMtech

Certificates in AI: Learn but Verify

<a href="https://news.google.com/rss/articles/CBMidEFVX3lxTE44ejhHNEVPUDJlTGMwejVDWmJiLWVHN2xXMzBOdVN0eGoxY2ExMnU1NHFPZGxnc2pQQ29KMEtWRUpLcXlNNkdmSE9OaEdTLUxJSHZKVWhyRnA3MV9IMWNKQ0VLNTlaRmpSc29abmNsT1lFbXBO?oc=5" target="_blank">Certificates in AI: Learn but Verify</a>  <font color="#6f6f6f">Communications of the ACM</font>

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Asynchronous Verified Semantic Caching for Tiered LLM Architectures
Apple Machine Learning Researchgeneral

Asynchronous Verified Semantic Caching for Tiered LLM Architectures

<a href="https://news.google.com/rss/articles/CBMia0FVX3lxTFBibG9HcGcwMEFwR2d5QllMaUNXLXhQclVvSmlFeTJiSzRvNFBMdDAyUEZDdlNrZ3ZaWmkyTk9TVjlfUGxBa2hIQnJkeGRXZlA2V3VHZktoQTFiVGd1VTZqbTZBT2QzQnJ1WEdr?oc=5" target="_blank">Asynchronous Verified Semantic Caching for Tiered LLM Architectures</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

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What is Verifiable AI? Core Concepts and Benefits
Chainlinktech

What is Verifiable AI? Core Concepts and Benefits

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE1lUFkzbEdJZmJFYzZRS2lHVDI5M3FvNjRVMXpQSUwzeW5EVUhnSzJfRFYyQWJMaHlYa1ZTQ3BvTEk1WmtpSDdGUF9LSlR2VzYyNXp4emNFYmh6bGZm?oc=5" target="_blank">What is Verifiable AI? Core Concepts and Benefits</a>  <font color="#6f6f6f">Chainlink</font>

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Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification
Communications of the ACMtech

Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification

<a href="https://news.google.com/rss/articles/CBMiowFBVV95cUxNQzNvc2Y4T2pxemFUalh5VGE1U1lHaU5IalhjMkF4MnM2b2lPSDhQaldFVEZaM3M4dWlQaXBGYXdSc3Qzd1pQV3lPcWl3dC13N01tM3N1Z3hKZnRwSnBETEY4YmVyTlZrUE9LWGV5NnoxQjBETm9hVWU4amY4SlJTdzNmMjIwRElHcHRTZEhrU2xrc0U1WDVlci1XbXlwXzNNSS1n?oc=5" target="_blank">Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification</a>  <font color="#6f6f6f">Communications of the ACM</font>

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Experimentally validated deep learning control of protein aggregation | Communications Chemistry
Natureworld

Experimentally validated deep learning control of protein aggregation | Communications Chemistry

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4yRUtZQlN5cDNuc2pzZ0kybUg3ZXFQbnNfTHVEX05fWVBJb3FELUJHUi1pWWk0QkNXcU9HdWRxbWhWeHVnTVlxMzA3RlgxTjVOY3pFd3BrcXRMd2RYbTFj?oc=5" target="_blank">Experimentally validated deep learning control of protein aggregation | Communications Chemistry</a>  <font color="#6f6f6f">Nature</font>

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A hybrid machine learning framework for offline signature verification using gray wolf optimization
Naturegeneral

A hybrid machine learning framework for offline signature verification using gray wolf optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8xQ0tLNEVTME9GV3RXRmNhVjJuUE5ZSks3T05pd0NKMWNXcEtKcmUyU2hxWENFRFNtR2hBNzlyOS1sdWl3VWlVa2pLdHNmbEdmTE1nQS1KVGdZS1BXUUlZ?oc=5" target="_blank">A hybrid machine learning framework for offline signature verification using gray wolf optimization</a>  <font color="#6f6f6f">Nature</font>

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Spatially validated assessment of seismic hazard-prone environments in Myanmar using multi-source data and interpretable machine learning
Naturegeneral

Spatially validated assessment of seismic hazard-prone environments in Myanmar using multi-source data and interpretable machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9oazNIZnUyc0EyWllFcVpIZldwTEJzbTZ3WE92VmZJXzFMczRodUNKUnE3elVIZURKVE5sVzhxTzdEOXBvdUJqZGtGLVloZHNOTVU4aEtPOFhOV1ZhYjZJ?oc=5" target="_blank">Spatially validated assessment of seismic hazard-prone environments in Myanmar using multi-source data and interpretable machine learning</a>  <font color="#6f6f6f">Nature</font>

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Utilization of machine learning to identify lower extremity biomechanical predictors of rupture in a validated cadaveric model of ACL injury | Scientific Reports
Naturegeneral

Utilization of machine learning to identify lower extremity biomechanical predictors of rupture in a validated cadaveric model of ACL injury | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBzdnJkY2FZWVNZVWtYOFZmOVFGTHBsRHd3YS1XMzhuekwzWTJlQlNtWUVSdHROQjJhVjZHTVpCV0djdGpOSjVPX2RlbTJ5SUp1NzVIOW52SmhRX3NCT3kw?oc=5" target="_blank">Utilization of machine learning to identify lower extremity biomechanical predictors of rupture in a validated cadaveric model of ACL injury | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Federated deep blockchain-based system for secure verification of academic transcripts and matching study plans in Saudi universities
Naturetech

Federated deep blockchain-based system for secure verification of academic transcripts and matching study plans in Saudi universities

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA5WVBBUG52NW5wR3RNXzhUVlNxWHlnRTFRX1ktVFVJT0RrTDA0eDdrNG5MTENaTUY1R2hONzJBcjdWYk4zd2VHZVBwb1BfWlRBc25uck5Gek5GTUlPZ1NZ?oc=5" target="_blank">Federated deep blockchain-based system for secure verification of academic transcripts and matching study plans in Saudi universities</a>  <font color="#6f6f6f">Nature</font>

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Formal verification of a machine learning tool for runway configuration assistance
Frontiersworld

Formal verification of a machine learning tool for runway configuration assistance

<a href="https://news.google.com/rss/articles/CBMioAFBVV95cUxOOHQzcjVzMFFCZWRKZEdFcS1seWJ1OHdaWWxoY0t4V2VlSkUtQ25BUVo1Y0RwOFFNS0lkNjQyRlJfV1RVWDhBbEltbnFyV2UxbTVYemlna1NUOHo3Uk9ldXM4Q0VtdG1BS3N0ejVUQmdDRlBmV2dRcmpYWG1TeXJSZmxHeXA2eU1ucmVPeWtzLVJZcWZ5Z1ZCTGtidk5VbnNa?oc=5" target="_blank">Formal verification of a machine learning tool for runway configuration assistance</a>  <font color="#6f6f6f">Frontiers</font>

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Argos: Multimodal reinforcement learning with agentic verifier for AI agents
Microsofttech

Argos: Multimodal reinforcement learning with agentic verifier for AI agents

<a href="https://news.google.com/rss/articles/CBMitwFBVV95cUxPMXhFUDVKVUgzb0tiZ3lTU2g1dzNKN0h6anZ5SkhVTDVSbHFrTnFXbTl6Q1p2ZGMtdHhScC1NcE83OXRLXy1aTnVBY1Jta2pwbjlZMmNnUXlJekktQ1VGWmVmSk9PZ2xqSTRiTDRKZ1E2NGFSTXUwSlVEUDNxUl9HajN2V1UtTTRfcDdsU3pQWXpHS1B4NkJNbnRwaW1oem5aRkRNeGdtRm8zdGFsd280c0Y3Qnctamc?oc=5" target="_blank">Argos: Multimodal reinforcement learning with agentic verifier for AI agents</a>  <font color="#6f6f6f">Microsoft</font>

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Predicting prolonged dalbavancin exposure using machine learning: a validated strategy for individualized redosing
ASM Journalsgeneral

Predicting prolonged dalbavancin exposure using machine learning: a validated strategy for individualized redosing

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTE1tRlptTnRZTWxsR18tOE9iRTF1ZGp1ZGNfanZYYUN5ci1OQm5rZHgxeHUxMlNhRVhYck1fNlVjYi1NbWRaSjJ4aTEtU3J2ZWVjYy1jNWV1NGFDRGtGTEE?oc=5" target="_blank">Predicting prolonged dalbavancin exposure using machine learning: a validated strategy for individualized redosing</a>  <font color="#6f6f6f">ASM Journals</font>

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A clinically validated 3D deep learning approach for quantifying vascular invasion in pancreatic cancer
Naturegeneral

A clinically validated 3D deep learning approach for quantifying vascular invasion in pancreatic cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE44RmJ5bi1Wb2FGUjlELVQxYTZHQkNURE9fZkMtci1tRzlEVG9tVDFhODlzQ1J1OFpDUlFQQmRSc2xNLWJCUzRpZVNxYUI2aVB0SFA5UFl4WTBoU2hSU3pj?oc=5" target="_blank">A clinically validated 3D deep learning approach for quantifying vascular invasion in pancreatic cancer</a>  <font color="#6f6f6f">Nature</font>

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Assessing the ecological quality of Rheum tanguticum based on machine learning models and cultivation verification
Naturegeneral

Assessing the ecological quality of Rheum tanguticum based on machine learning models and cultivation verification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBxRjI0YXdNWlpYY0JNQnBsdkN3Zk9vd0xxRU5qV3IwNS1oLWNsRmltT3ViRDdnQzhVQVR5VjJNRU0yMld0TDlxY3czcW8zMU5iaEJSaXlSNEhxTkNYOTUw?oc=5" target="_blank">Assessing the ecological quality of Rheum tanguticum based on machine learning models and cultivation verification</a>  <font color="#6f6f6f">Nature</font>

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Verifying Urdu news authenticity using deep learning with concatenated BERT and GloVe embedding
Naturegeneral

Verifying Urdu news authenticity using deep learning with concatenated BERT and GloVe embedding

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBtVnJSNjRxdG8tZS1EYWdLR3dPMnV3QzJKM1dmR3lXRFBhTTV0LU55VTlCamxFQzlvRUhzUVRlajVYdnJRdHF3SHQzQ1J6SEZwZUxGSzJfUTRKOVAzY01v?oc=5" target="_blank">Verifying Urdu news authenticity using deep learning with concatenated BERT and GloVe embedding</a>  <font color="#6f6f6f">Nature</font>

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Necmiye Ozay named IEEE Fellow for contributions to cyber-physical and hybrid systems
University of Michigantech

Necmiye Ozay named IEEE Fellow for contributions to cyber-physical and hybrid systems

<a href="https://news.google.com/rss/articles/CBMivgFBVV95cUxQUG5OenRhcVhUVUxwMXhLQjE0XzRtVkQ2TVQ4N1k2N2hJZ2hmX0M4bXR5eWhEUW1JUDRkeVlwMGozTUpEc25hY2E1R0VOdVp4TDRnMUlLc3Nqa3pOajZOZ1p0YnpoR3VkMGVfTThHZnpQRlVvMUh3TUJGQWtLN05RSG9td2ZHZkhLRFJTcUZXUC00N3JGcUFMdGw5VXhnMzNsckpJYVRZYkRWWVJlODh6aktWaEx5bUN1UTN3cmh3?oc=5" target="_blank">Necmiye Ozay named IEEE Fellow for contributions to cyber-physical and hybrid systems</a>  <font color="#6f6f6f">University of Michigan</font>

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Development and effectiveness verification of AI education data sets based on constructivist learning principles for enhancing AI literacy | Scientific Reports
Naturetech

Development and effectiveness verification of AI education data sets based on constructivist learning principles for enhancing AI literacy | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1SYlRETVl4eGNWNG5lbkZjcTZPTERGTzRFeDVhMlZEOUJuelptNjFzTnkybkdIdFlaRE05UEVIY1NLVXAxLTNIejFCLUJHVGxVRjg3aFRXLUpfaHR2MFRZ?oc=5" target="_blank">Development and effectiveness verification of AI education data sets based on constructivist learning principles for enhancing AI literacy | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Hilbert: Recursively Building Formal Proofs with Informal Reasoning
Apple Machine Learning Researchgeneral

Hilbert: Recursively Building Formal Proofs with Informal Reasoning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9rM2htUU9WeGc4RmJwZjdaM0g5bEQ4R0lUdDdjY2ZQNFF1VkRKZUV1eDlYeVVpUWxDdHVDM1dDSlpWUVVjdGFWM3o5SjVDVmMyMmJaclZTMGFVMkhXUlM0?oc=5" target="_blank">Hilbert: Recursively Building Formal Proofs with Informal Reasoning</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

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BMT: A Cross-Validated ThinPrep Pap Cervical Cytology Dataset for Machine Learning Model Training and Validation
Naturetech

BMT: A Cross-Validated ThinPrep Pap Cervical Cytology Dataset for Machine Learning Model Training and Validation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pNzF1MmRyOW9XcUNXZHpnZ0prbzRrWVFyTVRnQzFSVkxjZGpWUUZtcG44Q3Z6S0JHbmZmWWFuRmR4UDBKdGNlRlVGTGNPWDd6WWVxRUQzRVBlcllveGIw?oc=5" target="_blank">BMT: A Cross-Validated ThinPrep Pap Cervical Cytology Dataset for Machine Learning Model Training and Validation</a>  <font color="#6f6f6f">Nature</font>

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"Verified Machine Learning" — Live Google News Trends & Headlines