Show HN: 32KB deductive engine that catches LLM hallucinations
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High rate of LLM (GPT5) hallucinations in dense stats domains (cricket)
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The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Langua…
Large Language Models (LLMs) have transformed the Natural Language Processing (NLP) landscape with their remarkable ability to understand and generate human-like text. However, these models are prone to ``hallucinations'' -- outputs that do not align...
Musical hallucinations - Wikipedia
Musical hallucinations (also known as auditory hallucinations, auditory Charles Bonnet Syndrome, and Oliver Sacks' syndrome) describes a neurological
Hallucinations are terrifying
I did some searching on hallucinations, in this group, and they appear to be different for everyone. I’ve got top tier hallucinations that started innocuously, but I’ve now seen some of the scarie...
Synthetic Fluency: Hallucinations, Confabulations, and the Creation of Irish Words in LLM-…
This study examines hallucinations in Large Language Model (LLM) translations into Irish, specifically focusing on instances where the models generate novel, non-existent words. We classify these hallucinations within verb and noun categories, identi...
Triggering hallucinations in model-based MRI reconstruction via adversarial perturbations
Generative models are increasingly used to improve the quality of medical imaging, such as reconstruction of magnetic resonance images and computed tomography. However, it is well-known that such models are susceptible to hallucinations: they may ins...
Dirk Gently's Holistic Detective Agency (TV series) - Wikipedia
that causes vivid and painful hallucinations. Amanda later joins the Rowdy 3, who help her manage her hallucinations. Jade Eshete as Farah Black, an efficient
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Halluci…
Hallucinations pose a significant challenge for large language models when answering knowledge-intensive queries. As LLMs become more widely adopted, it is crucial not only to detect if hallucinations occur but also to pinpoint exactly where in the L...
SLPL SHROOM at SemEval2024 Task 06: A comprehensive study on models ability to detect hall…
Language models, particularly generative models, are susceptible to hallucinations, generating outputs that contradict factual knowledge or the source text. This study explores methods for detecting hallucinations in three SemEval-2024 Task 6 tasks:...
SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable…
This paper presents the results of the SHROOM, a shared task focused on detecting hallucinations: outputs from natural language generation (NLG) systems that are fluent, yet inaccurate. Such cases of overgeneration put in jeopardy many NLG applicatio...
Physio-DPO: Aligning Large Language Models with the Protein Energy Landscape to Eliminate…
Large Protein Language Models have shown strong potential for generative protein design, yet they frequently produce structural hallucinations, generating sequences with high linguistic likelihood that fold into thermodynamically unstable conformatio...
Chinese researchers have found the cause of hallucinations in LLMs
https://arxiv.org/abs/2512.01797 Abstract: Large language models (LLMs) frequently generate hallucinations – plausible but factually incorrect outputs – undermining their reliability. While prio...
Closed-eye hallucination - Wikipedia
Closed-eye hallucinations and closed-eye visualizations (CEV) are hallucinations that occur when one's eyes are closed or when one is in a darkened room
Tizanidine (oral route) - Side effects & dosage - Mayo Clinic
Feb 1, 2026 · Hallucinations (visual) may occur while you are using this medicine. Check with your doctor right away if you have hallucinations (seeing things that are not there). This medicine may …
What were your guys first hallucinations
I’m not sure if I’m having hallucinations or it’s just my stress & anxiety ...
Visual release hallucinations - Wikipedia
Visual release hallucinations, also known as Charles Bonnet syndrome or CBS, are a type of psychophysical visual disturbance in which a person with partial
MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models
Hallucinations in large language models (LLMs) have recently become a significant problem. A recent effort in this direction is a shared task at Semeval 2024 Task 6, SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistak...
Lilliputian hallucination - Wikipedia
Lilliputian hallucinations are hallucinations of small humans, animals, or fantasy entities. They are usually visual in nature, but are also often multimodal
Phantosmia: What causes olfactory hallucinations? - Mayo Clinic
Jun 5, 2024 · What causes olfactory hallucinations? An olfactory hallucination, known as phantosmia, makes you detect smells that aren't in your environment. The odors you notice in phantosmia are …