AI & RoboticsNews

AI datasets are prone to mismanagement, study finds

All the sessions from Transform 2021 are available on-demand now. Watch now. Public datasets like Duke University’s DukeMTMC are often used to train, test, and fine-tune machine learning algorithms that make their way into production, sometimes with controversial results. It’s an open secret that biases in these datasets could negatively impact the predictions made by an algorithm, for…
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AI & RoboticsNews

Audit finds gender and age bias in OpenAI’s CLIP model

All the sessions from Transform 2021 are available on-demand now. Watch now. In January, OpenAI released Contrastive Language-Image Pre-training (CLIP), an AI model trained to recognize a range of visual concepts in images and associate them with their names. CLIP performs…
AI & RoboticsNews

OpenAI launches Codex, an API for translating natural language into code

All the sessions from Transform 2021 are available on-demand now. Watch now. OpenAI today released OpenAI Codex, its AI system that translates natural language into code, through an API in private beta. Able to understand more than a dozen programming languages, Codex can interpret commands in plain English and execute them, making it possible to build a natural language interface for existing…
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AI & RoboticsNews

Data labeling platform Snorkel AI nabs $85M

All the sessions from Transform 2021 are available on-demand now. Watch now. Data labeling platform Snorkel AI today announced it has raised $85 million in a series C round co-led by Addition and funds and accounts managed by BlackRock, with participation from Greylock…
AI & RoboticsNews

Eden AI launches platform to unify ML APIs

All the sessions from Transform 2021 are available on-demand now. Watch now. Large cloud vendors like Amazon, Google, Microsoft, and IBM offer APIs enterprises can use to take advantage of powerful AI models. But comparing these models — both in terms of performance and cost — can be challenging without thorough planning. Moreover, the siloed nature of the APIs makes it difficult to unify…
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AI & RoboticsNews

AI’s real effect on jobs? It’s complicated

All the sessions from Transform 2021 are available on-demand now. Watch now. To some, AI is a job killer. To others, it is a job enhancer. But like every other form of labor development since the first farmer hitched an ox to a plow and displaced a hundred field hands…
AI & RoboticsNews

Systems of systems: The next big step for edge AI

All the sessions from Transform 2021 are available on-demand now. Watch now. Thanks to AI advancements and applications, edge computing is already seeing widespread interest from industries ranging from manufacturing to healthcare and retail. Leveraging the growing power and ubiquity of CPUs and neural processing units, edge AI can process growing haystacks of data right where they’re being…
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