9 stories tagged with #representations, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Beyond Fixed Representations: The Vocabulary and Verifier Gaps in Open-Ended AI
Modern AI systems are increasingly being evaluated for their ability to reason, code, prove theorems, use tools, and long-horizon research tasks. These are powerful capabilities, b…
ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning
Large language models (LLMs) exhibit strong natural-language reasoning abilities for clinical decision support, but struggle to effectively model structured longitudinal electronic…
Uncovering the Latent Potential of Deep Intermediate Representations
Foundational Models pretrained on huge amount of data learn representations that evolve across depth, forming a hierarchy of embeddings with distinct semantic content and geometric…
Convergence Without Understanding: When Language Models Agree on Representations but Disagree on Reasoning
Large language models trained under diverse objectives and architectures have been shown to develop increasingly similar internal representations, an observation formalized as the …
Interpretable Discriminative Text Representations via Agreement and Label Disentanglement
Interpretable text representations should expose coordinates that are not only predictive, but also meaningful enough for independent auditors to apply. Existing discriminative rep…
Embedding by Elicitation: Dynamic Representations for Bayesian Optimization of System Prompts
System prompts are a central control mechanism in modern AI systems, shaping behavior across conversations, tasks, and user populations. Yet they are difficult to tune when feedbac…
TTE-Flash: Accelerating Reasoning-based Multimodal Representations via Think-Then-Embed Tokens
Recent research has demonstrated that Universal Multimodal Embedding (UME) benefits significantly from Chain-of-Thought (CoT) reasoning. In this paradigm, a generative model produc…
Sportradar Securities Fraud Class Action Result of Compliance Misrepresentations and 22% Stock Decline - Investors may Contact Lewis Kahn, Esq, at Kahn Swick & Foti, LLC - Morningstar
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
RaPD: Resolution-Agnostic Pixel Diffusion via Semantics-Enriched Implicit Representations
Natural images are continuous, yet most generative models synthesize them on discrete grids, limiting resolution-flexible generation. Continuous neural fields enable resolution-fre…