News
Forecast: AI won’t replace human devs for at least 5 years
1+ day, 9+ hour ago (916+ words) Human coders may have a temporary reprieve from losing their jobs to AI. According to a new report from LessWrong, it will be between five and six years before we reach full coding automation. This pushes back the online community's…...
AWS launches Flexible Training Plans for inference endpoints in SageMaker AI
1+ mon, 1+ week ago (319+ words) AWS has launched Flexible Training Plans (FTPs) for inference endpoints in Amazon SageMaker AI, its AI and machine learning service, to offer customers guaranteed GPU capacity for planned evaluations and production peaks. Typically, enterprises use SageMaker AI inference endpoints, which…...
Improving annotation quality with machine learning
1+ mon, 2+ week ago (596+ words) The financial implications follow the 1x10x100 rule: annotation errors cost $1 to fix at creation, $10 during testing, and $100 after deployment when factoring in operational disruptions and reputational damage. Open-source alternatives like Computer Vision Annotation Tool (CVAT) and Label Studio focus on labeling…...
AI and machine learning outside of Python
2+ mon, 2+ week ago (622+ words) Name a language used for machine learning and artificial intelligence. The first one that comes to mind is probably Python, and you wouldn't be wrong for thinking that. But what about the other big-league programming languages? C++ is used to…...
The rise of purpose-built clouds
2+ mon, 3+ week ago (756+ words) David S. Linthicum is an internationally recognized industry expert and thought leader. Dave has authored 13 books on computing, the latest of which is An Insider's Guide to Cloud Computing. Dave's industry experience includes tenures as CTO and CEO of several successful…...
AWS adds incremental and distributed training to Clean Rooms for scalable ML collaboration
6+ mon, 5+ day ago (659+ words) AWS has rolled out new capabilities for its Clean Rooms service, designed to accelerate machine learning model development for enterprises while addressing data privacy concerns. Analysts say the enhancements come amid rising demand for predictive analytics and personalized recommendations. "The…...
10 machine learning mistakes and how to avoid them
10+ mon, 2+ week ago (1199+ words) A subset of artificial intelligence, machine learning refers to the process of training algorithms to make predictive decisions using large sets of data. The potential benefits of machine learning are seemingly limitless, but it also poses some risks. We asked…...