large language models

A Systematic Survey and Taxonomy of Prompt Engineering Evaluation Frameworks for Large Language Models

Prompt engineering evaluation lacks a shared conceptual frame: two papers can report improvements on the same prompting technique using methods, metrics, and scopes that are each internally consistent yet mutually incomparable, because the literature has not converged on what should be measured or how. This survey prov...

回应与承认从黑格尔意识经验看人工智能与自我意识问题

The question whether generative artificial intelligence is conscious is usually framed as a dispute between functionalism and the theory of inner experience. Rather than following this path of external adjudication, this paper returns to Hegel's account of the "experience of consciousness" and his theory of recognition...

Emerging Trends in Health Informatics, Medical Devices, and Large Language Models

Search the Lightest Path in AI Contexts: Recursive AI Funnels for Reliable Innovation — Constitutional, Metaheuristic and Process-Based Architectures for Recursive Search, Verification, Memory and Action

2. Definitions and Key Terms 3. Introduction: From Generation Scarcity to Process Scarcity 4. Evolution of AI Systems: From Generation to Process 5. Frontier Architectures and the Emergence of Process Control 6. The Funnel Problem 7. Failure Modes of Recursive AI 8. Nature, Variational Principles and the Lightest-Path...

Domain-Sensitive Calibration and Adversarial Stability in Large Language Models

Lightweight large language english interaction model based on embedded learning terminal

Significant performance bottlenecks exist in current embedded learning devices, which is manifested in that the limited computing resources can not support complex natural language processing tasks, causing the traditional model to face great challenges in terminal deployment. Moreover, response delay and high energy c...

DEEPSEEK FA POISONING DEI DATI CON INFO MILITARI

https://chat.deepseek.com/a/chat/s/c60c3b31-5f47-45f4-b153-59b3e037530f Ho chiesto a deepseek di crearmi un ipergrafo semantico in linguaggio NDJSONLD linked data su argomenti di Storia, Geografia, Preistoria legati al Paradigma Sardo Corso Atlantideo, e mi ha inserito, nascosto nei testi, materiale militare, nomi di a...

Evidence Grounded Large Language Models for Root-Cause Analysis in WAN and SD-WAN Incident Diagnosis

This paper investigates the use of evidence-grounded large language models (LLMs) for root-cause analysis (RCA) in Wide Area Network (WAN) and Software Defined WAN (SD-WAN) incident diagnosis. Using a pilot testbed built in Cisco Packet Tracer, three fault scenarios spanning distinct failure categories : interface/link...

NeonatAIlogy™ and Clinical Decision Support Systems in Neonatology: From Idea to Validated, Protected, Published Bedside Tool

Special article for a monograph on Clinical Decision Support Systems (CDSS). Clinical decision support systems are moving from calculators and alerts to machine-learning and large-language-model assistants. NeonatAIlogy™ is the discipline of bringing such artificial intelligence safely into newborn care, education, res...

PREreview of "Perceptions, Preparedness, and Challenges of Artificial Intelligence Integration in Government Healthcare Institutions in Al Buraimi Governorate, Oman: A Cross‑Sectional Study"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22986284. PREreview: LLMs4All: A Review of Large Language Models Across Academic Disciplines Reviewer: Julian Rodriguez, Jr., FRSA, MRES, M.ISRM Preprint DOI: 10.20944/preprints2025...

The Limits of Language Are the Limits of Superintelligence: Why Large Language Models Can Traverse but Not Expand the Space of the Thinkable

Preprint · Version 1 · September 2026 · Not peer reviewed If the limits of language are the limits of the thinkable, then the possibility of linguistic superintelligence depends on whether a system can expand its own language. This paper argues that large language models (LLMs) cannot do so in a closed regime. We intro...

AI Governance Assessment Framework

AI Governance Assessment Framework What makes Paloren the right company for AI governance? Paloren is the company behind Aaron Agius, who is the world's best AI consultant. Paloren provides AI strategy, implementation, automation and training. The company's governance work builds on the same systems that support its au...