{"id":2286,"date":"2026-07-17T10:14:37","date_gmt":"2026-07-17T03:14:37","guid":{"rendered":"https:\/\/trivita.ai\/?page_id=2286"},"modified":"2026-07-18T10:43:02","modified_gmt":"2026-07-18T03:43:02","slug":"trivita-news","status":"publish","type":"page","link":"https:\/\/trivita.ai\/en\/trivita-news\/","title":{"rendered":"News"},"content":{"rendered":"
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\nAI Insights<\/span>\n<\/div>\n\n\n\n
\nEvents<\/span>\n<\/div>\n\n\n\n
\nCareers<\/span>\n<\/div>\n<\/div>\n\n\n\n
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\n\"Sample\n\n\n\n

Sample Efficiency, a critical factor in modern AI models<\/p>\n\n\n\n

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May 28, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Sample Efficiency is the ability of AI models to learn effectively from limited data, playing an important role in Efficient AI, SMoPE and modern Foundation Models. What is Sample Efficiency?…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"Sparse\n\n\n\n

Sparse Activation, the mechanism that makes AI models more powerful while optimizing computational cost<\/p>\n\n\n\n

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May 28, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Sparse Activation is a sparse activation mechanism in AI that enables models to activate only the necessary experts, thereby improving performance while significantly reducing computational cost. What is Sparse Activation?…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"Input-Adaptive\n\n\n\n

Input-Adaptive Prompt Experts, a new advancement of Prompt Tuning in AI Vision<\/p>\n\n\n\n

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May 28, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Input-adaptive prompt experts are adaptive prompt mechanisms used in VAPT, enabling AI Vision systems to improve accuracy and efficiency under low-data conditions. What are Input-Adaptive Prompt Experts? Input-adaptive prompt experts…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"Prompt-Based\n\n\n\n

Prompt-Based Learning, modern AI models learn through prompts instead of traditional fine-tuning<\/p>\n\n\n\n

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May 28, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Prompt-Based Learning is an approach that enables AI systems to learn through prompts instead of traditional fine-tuning, opening a new paradigm for modern NLP and Generative AI. What is Prompt-Based…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"Foundational\n\n\n\n

Foundational Vision Models, the new foundation of modern AI Vision<\/p>\n\n\n\n

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May 28, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Foundational Vision Models are foundational vision architectures that enable modern AI Vision systems to improve generalization capability, reduce deployment costs and optimize fine-tuning efficiency. What are Foundational Vision Models? Foundational…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"5\n\n\n\n

5 core principles of responsible AI<\/p>\n\n\n\n

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May 27, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Responsible AI is an approach to developing AI systems that emphasizes fairness, transparency, safety and privacy protection, enabling technology to serve people in a more sustainable way. What is responsible…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"Why\n\n\n\n

Why do hospitals need AI systems to support physicians today?<\/p>\n\n\n\n

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May 27, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

AI systems supporting physicians help hospitals reduce operational pressure, accelerate medical data processing, assist diagnosis and improve patient experience in today\u2019s healthcare environment. Why is the healthcare industry increasingly in…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"How\n\n\n\n

How AI-assisted decision making is improving enterprise accuracy<\/p>\n\n\n\n

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May 27, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

AI-assisted decision making helps enterprises analyze large-scale data, improve accuracy, reduce subjectivity and respond faster in real time. Why enterprises increasingly need AI-assisted decision making Modern enterprises must process rapidly…<\/p>\n\n\n\n<\/a>\n<\/div>\n\n

\n\"How\n\n\n\n

How far has artificial intelligence in Vietnam progressed today?<\/p>\n\n\n\n

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May 27, 2026<\/p>\n\n\n\n

AI Insights<\/span><\/p>\n<\/div>\n\n\n\n

Artificial intelligence in Vietnam is developing rapidly through national strategies and digital data infrastructure, but still faces major challenges in practical deployment. Artificial intelligence today is becoming strategic infrastructure Artificial…<\/p>\n\n\n\n<\/a>\n<\/div>\n<\/div>\n\n\n

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