Author: Shreya Maji

Shreya Maji
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Shreya Maji is a consulting intern at MarktechPost. She is pursued her B.Tech at the Indian Institute of Technology (IIT), Bhubaneswar. An AI enthusiast, she enjoys staying updated on the latest advancements. Shreya is particularly interested in the real-life applications of cutting-edge technology, especially in the field of data science.

Enhancing AI Safety and Reliability through Short-Circuiting Techniques

The vulnerability of AI systems, particularly large language models (LLMs) and multimodal models, to adversarial attacks can lead to harmful outputs. These models are...

Deciphering Doubt: Navigating Uncertainty in LLM Responses

This paper explores the domain of uncertainty quantification within large language models (LLMs) to identify scenarios where uncertainty in response to queries is significant....

Crossing Modalities: The Innovative Artificial Intelligence Approach to Jailbreaking LLMs with Visual Cues

With the widespread rise of large language models (LLMs), the critical issue of "jailbreaking" poses a serious threat. Jailbreaking involves exploiting vulnerabilities in these...

Neurobiological Inspiration for AI: The HippoRAG Framework for Long-Term LLM Memory

Despite the advancements in LLMs, the current models still need to continually improve to incorporate new knowledge without losing previously acquired information, a problem...

Harnessing Artificial Intelligence for the Next Era of Space Discovery

Artificial Intelligence (AI) has significantly impacted the space technology sector, transforming the way we explore and understand the universe. From autonomous rovers navigating distant...

Evaluating Time Series Anomaly Detection: Proximity-Aware Time Series Anomaly Evaluation (PATE)

Anomaly detection in time series data is a crucial task with applications in various domains, from monitoring industrial systems to detecting fraudulent activities. The...

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