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Marvin Minsky et al. raised the issue that AI can function as a form of surveillance, with the biases inherent in surveillance, suggesting HI (Humanistic Intelligence) as a way to create a more fair and balanced "human-in-the-loop" AI. [61] Explainable AI has been recently a new topic researched amongst the context of modern deep learning.
Popular open-source artificial intelligence project categories include large language models, machine translation tools, and chatbots. [7] For software developers to produce open-source artificial intelligence (AI) resources, they must trust the various other open-source software components they use in its development.
Watsonx.ai is a platform that allows AI developers to leverage a wide range of LLMs under IBM's own Granite series and others such as Facebook's LLaMA-2, free and open-source model Mistral and many others present in Hugging Face community for a diverse set of AI development tasks.
Tara AI is a platform designed to help modern software teams manage and deliver across their product development lifecycle. [ 1 ] Tara AI is reinventing the slow, antiquated and completely manual product development process that causes enterprises to lose billions of dollars annually through inefficiencies in project scoping. [ 2 ]
Security is a critical consideration in AI engineering, particularly as AI systems become increasingly integrated into sensitive and mission-critical applications. AI engineers implement robust security measures to protect models from adversarial attacks, such as evasion and poisoning, which can compromise system integrity and performance ...
The AI factory is an AI-centred decision-making engine employed by some modern firms. It optimizes day-to-day operations by relegating smaller‑scale decisions to machine learning algorithms . The factory is structured around 4 core elements: the data pipeline, algorithm development, the experimentation platform, and the software ...
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