Science and Technology

What techniques are improving AI reliability and reducing hallucinations?

Boosting AI Reliability: Halting Hallucinations

Artificial intelligence systems, especially large language models, can generate outputs that sound confident but are factually incorrect or unsupported. These errors are commonly called hallucinations. They arise from probabilistic text generation, incomplete training data, ambiguous prompts, and the absence of real-world grounding. Improving AI reliability focuses on reducing these hallucinations while preserving creativity, fluency, and usefulness.Higher-Quality and Better-Curated Training DataImproving the training data for AI systems stands as one of the most influential methods, since models absorb patterns from extensive datasets, and any errors, inconsistencies, or obsolete details can immediately undermine the quality of their output.Data filtering and deduplication: By…
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Sleep curiosities: why we dream and what it’s for

Sleep Phenomena: Unpacking the “Why” of Dreaming

Dreaming is a nearly universal human experience, with most individuals drifting into several dreams each night, although what they see, how vivid it feels, and what they later remember can differ greatly. Researchers investigate dreams to explore how the brain handles memory, emotion, creativity, and overall activity. Although no single, definitive explanation clarifies why dreaming occurs, a growing body of evidence from neurobiology, psychology, evolutionary perspectives, and clinical research suggests a multifaceted set of purposes and underlying processes.How the brain operates while dreamingDreams are typically most intense during rapid eye movement (REM) sleep, yet they can also emerge throughout non-REM…
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Therapeutic vaccines: the concept gaining ground in oncology

The Evolving Role of Therapeutic Vaccines in Cancer

Therapeutic cancer vaccines represent a shift from prevention to active treatment: instead of preventing infection or disease onset, they aim to train the patient’s immune system to recognize and destroy existing tumor cells. Over the past decade, advances in immunology, genomic sequencing, and delivery technologies have moved therapeutic vaccines from concept and small trials toward real-world approvals and large randomized studies. This article explains the core concepts, describes leading modalities and examples, examines clinical data and challenges, and highlights where the field is likely to go next.What defines a therapeutic cancer vaccine?A therapeutic cancer vaccine activates the immune system so…
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Fears of an AI bubble were nowhere to be found at the world’s biggest tech show

Tech’s Biggest Stage: AI Bubble Fears Vanish

The 2026 Consumer Electronics Show in Las Vegas was dominated by AI, humanoid robots, and devices that push the boundaries of innovation. From towering robots to wearable tech, the event offered a window into the rapidly evolving tech landscape and the bets companies are making on artificial intelligence.This year, CES not only displayed an array of devices but also underscored how AI is reshaping entire sectors, redefining products, and changing how people engage with technology. Firms worldwide unveiled their newest breakthroughs, from humanoid robots designed for industrial duties to AI-enhanced home devices, intelligent jewelry, and cutting-edge processors. Though certain creations…
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