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2,968 papers
Current evidence is insufficient to establish improvements in MDT decision quality or patient outcomes, and AI should be regarded as a supervised support tool rather than a replacement for expert multidisciplinary judgment.
Claims that generative artificial intelligence (GenAI) improves language learning depend on the counterfactual, the assessment condition, and the time horizon. We conducted a convergent segregated mixed-methods evidence audit of GenAI-supported English-language learning and introduced an inference-ceiling framework tha...
Semantic interlingua over the 65 NSM primes (NSM Chart v15, Goddard & Wierzbicka), with PropBank roles, a 10-axis diacritic feature mask, and macro crystallisation. Codec — binary wire format and agent transport binary.py — NG-BIN v1, a LEB128 varint format over the glyph graph; order-preserving, no external dependenci...
WhisperWolf: A Monte Carlo Benchmark for Small LLMs in a Social Deduction Game Multi‑agent conversational games such as Werewolf offer a valuable testbed for evaluating the social reasoning, deception and persuasion abilities of large language models. This work presents WhisperWolf, a reproducible Monte‑Carlo benchmark...
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Ternary (1.58-bit) language models are stored in practice at two bits per weight, 26% above the information content of a ternary symbol. The code that removes that redundancy is not new: five ternary values as the base-3 digits of one byte at 1.600 bits per weight is llama.cpp's TQ1_0 and Spectra 1.1's TQ1; the depth-o...
Braille literacy among blind school-age children fell from roughly 50 percent in 1960 to under 10 percent today, and the decline is a content problem, not a technology problem: producing one illustrated braille page still requires specialized software and trained labor, so almost nothing in the existing catalog is pers...
Artificial intelligence systems are accumulating coordination complexity at an unprecedented rate, approaching a Crest state in which marginal costs of alignment, energy, data, and governance exceed available surplus. The boundary-management and continuity-preserving role, manifests in AI as the set of mechanisms requi...
Claims that generative artificial intelligence (GenAI) improves language learning depend on the counterfactual, the assessment condition, and the time horizon. We conducted a convergent segregated mixed-methods evidence audit of GenAI-supported English-language learning and introduced an inference-ceiling framework tha...
We present NeuroGlyph, a semantic interlingua protocol that encodes the meaning of human and agent communication as a rooted directed acyclic graph over the 65 semantic primes of Natural Semantic Metalanguage (NSM, Chart v15, Goddard and Wierzbicka). The protocol introduces an explicit pragmatics layer (intent, mode, e...
Pre-Alpha Ethiopic (Geʽez / Amharic) recognition model — PP-OCRv6 medium fine-tune Status: preliminary / pre-Alpha. This deposit is an early public checkpoint, not a finished production model. Better versions are planned as soon as additional medieval and pre-modern Ethiopic ground truth can be annotated and curated. H...
Academic credential fraud threatens trust in higher education, labour-market fairness, and professional standards. This study examines self-reported familiarity with forged higher-education certificates and public perceptions of credential fraud in Qatar using data from the May 2022 Qatar Semi-Annual Survey. The model...
Background: Conversational artificial intelligence (AI), including chatbots, large language models, virtual agents, and embodied conversational systems, is increasingly being introduced into healthcare, rehabilitation, education, and professional practice. In pediatric occupational therapy, these technologies could pot...
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
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