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HLXiON δ Ω Intent Σ Logic Ψ Synth Π Reason Γ Memory Processing: stat.ML
iON AI Synthesis
The search results for "stat.ML" related to CRISPR highlight the diverse applications and advancements in CRISPR technology across various fields. Key areas include the role of AI in optimizing guide RNA design for genome editing, the integration of CRISPR with single-cell RNA sequencing to explore gene expression changes, and the development of rapid CRISPR-based diagnostic tools for diseases like COVID-19. Additionally, the funding landscape for CRISPR research, involving government and philanthropic support, is analyzed to understand its impact on innovation.
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arxiv.org
Funding CRISPR: Understanding the role of government and philanthropic institutions in supporting academic research within the CRISPR innovation system

CRISPR/Cas has the potential to revolutionize medicine, agriculture, and biology. Understanding the trajectory of CRISPR research, how it is influenced and who pays for it, is an essential research policy question. We use a combination of methods to map, via quantitative content analysis of CRISPR p…

cs.DL cs.SI
arxiv.org
Exponential family measurement error models for single-cell CRISPR screens

CRISPR genome engineering and single-cell RNA sequencing have accelerated biological discovery. Single-cell CRISPR screens unite these two technologies, linking genetic perturbations in individual cells to changes in gene expression and illuminating regulatory networks underlying diseases. Despite t…

stat.ME stat.AP
arxiv.org
Artificial Intelligence for CRISPR Guide RNA Design: Explainable Models and Off-Target Safety

CRISPR-based genome editing has revolutionized biotechnology, yet optimizing guide RNA (gRNA) design for efficiency and safety remains a critical challenge. Recent advances (2020--2025, updated to reflect current year if needed) demonstrate that artificial intelligence (AI), especially deep learning…

q-bio.QM cs.AI cs.LG
semanticscholar.org
CRISPR-Cas12–based detection of SARS-CoV-2

An outbreak of betacoronavirus severe acute respiratory syndrome (SARS)-CoV-2 began in Wuhan, China in December 2019. COVID-19, the disease associated with SARS-CoV-2 infection, rapidly spread to produce a global pandemic. We report development of a rapid (<40 min), easy-to-implement and accurate …

semanticscholar.org
Past, present, and future of CRISPR genome editing technologies.

Genome editing has been a transformative force in the life sciences and human medicine, offering unprecedented opportunities to dissect complex biological processes and treat the underlying causes of many genetic diseases. CRISPR-based technologies, with their remarkable efficiency and easy programm…

arxiv.org
Redundancy-as-Masking: Formalizing the Artificial Age Score (AAS) to Model Memory Aging in Generative AI

Artificial intelligence is observed to age not through chronological time but through structural asymmetries in memory performance. In large language models, semantic cues such as the name of the day often remain stable across sessions, while episodic details like the sequential progression of exper…

cs.CL cs.AI cs.IT cs.LG
arxiv.org
A philosophical and ontological perspective on Artificial General Intelligence and the Metaverse

This paper leverages various philosophical and ontological frameworks to explore the concept of embodied artificial general intelligence (AGI), its relationship to human consciousness, and the key role of the metaverse in facilitating this relationship. Several theoretical frameworks underpin this e…

cs.AI cs.HC
arxiv.org
NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers?

The NLLG (Natural Language Learning & Generation) arXiv reports assist in navigating the rapidly evolving landscape of NLP and AI research across cs.CL, cs.CV, cs.AI, and cs.LG categories. This fourth installment captures a transformative period in AI history - from January 1, 2023, following ChatGP…

cs.DL cs.AI cs.CL cs.CV cs.LG
arxiv.org
ARIADNE: A Perception-Reasoning Synergy Framework for Trustworthy Coronary Angiography Analysis

Conventional pixel-wise loss functions fail to enforce topological constraints in coronary vessel segmentation, producing fragmented vascular trees despite high pixel-level accuracy. We present ARIADNE, a two-stage framework coupling preference-aligned perception with RL-based diagnostic reasoning f…

cs.CV cs.AI
arxiv.org
Sentra-Guard: A Real-Time Multilingual Defense Against Adversarial LLM Prompts

This paper presents a real-time modular defense system named Sentra-Guard. The system detects and mitigates jailbreak and prompt injection attacks targeting large language models (LLMs). The framework uses a hybrid architecture with FAISS-indexed SBERT embedding representations that capture the sema…

cs.CR cs.AI