Artificial Intelligence News

Sept. 15, 2024

SaRA: A Memory-Efficient Fine-Tuning Method for Enhancing Pre-Trained Diffusion Models NASA MarkTechPost | AI
Windows Agent Arena (WAA): A Scalable Open-Sourced Windows AI Agent Platform for Testing and Benchmarking Multi-modal, Desktop AI Agent MarkTechPost | AI
Automating rate confirmation processing and data extraction workflows Nanonets
Agent Workflow Memory (AWM): An AI Method for Improving the Adaptability and Efficiency of Web Navigation Agents MarkTechPost | AI
InfraLib: A Comprehensive AI framework for Enabling Reinforcement Learning and Decision Making for Large Scale Infrastructure Management MarkTechPost | AI
Small but Mighty: The Enduring Relevance of Small Language Models in the Age of LLMs MarkTechPost | AI
XVERSE-MoE-A36B Released by XVERSE Technology: A Revolutionary Multilingual AI Model Setting New Standards in Mixture-of-Experts Architecture and Large-Scale Language Processing MarkTechPost | AI
GenMS: An Hierarchical Approach to Generating Crystal Structures from Natural Language Descriptions MarkTechPost | AI
How to Prompt on OpenAI’s o1 Models and What’s Different From GPT-4 MarkTechPost | AI
OneGen: An AI Framework that Enables a Single LLM to Handle both Retrieval and Generation Simultaneously MarkTechPost | AI
Nvidia Open Sources Nemotron-Mini-4B-Instruct: A 4,096 Token Capacity Small Language Model Designed for Roleplaying, Function Calling, and Efficient On-Device Deployment with 32 Attention Heads and 9,216 MLP MarkTechPost | AI
Assessing the Capacity of Large Language Models to Generate Innovative Research Ideas: Insights from a Study with Over 100 NLP Experts MarkTechPost | AI

Sept. 14, 2024

gsplat: An Open-Source Python Library for Gaussian Splatting MarkTechPost | AI
Advancing Social Network Analysis: Integrating Stochastic Blockmodels, Reciprocity, and Bayesian Approaches MarkTechPost | AI
FutureHouse Researchers Introduce PaperQA2: The First AI Agent that Conducts Entire Scientific Literature Reviews on Its Own MarkTechPost | AI
Piiranha-v1 Released: A 280M Small Encoder Open Model for PII Detection with 98.27% Token Detection Accuracy, Supporting 6 Languages and 17 PII Types, Released Under MIT License MarkTechPost | AI
AI-Powered Automated Pentesting: Protecting your Business from Cyber Attacks NASA AIIOT Artificial Intelligence
Optimizing Large-Scale Sentence Comparisons: How Sentence-BERT (SBERT) Reduces Computational Time While Maintaining High Accuracy in Semantic Textual Similarity Tasks MarkTechPost | AI
Ebay Researchers Introduce GraphEx: A Graph-based Extraction Method for Advertiser Keyphrase Recommendation MarkTechPost | AI
ClimDetect: A New Benchmark Dataset for Testing AI Models in Detecting Climate Change Signals MarkTechPost | AI
Graphiti: A Python Library for Building Temporal Knowledge Graphs Using LLMs MarkTechPost | AI
Top 9 Different Types of Retrieval-Augmented Generation (RAGs) NASA MarkTechPost | AI
Automating Reinforcement Learning Workflows with Vision-Language Models: Towards Autonomous Mastery of Robotic Tasks NASA MarkTechPost | AI
Character Detection Matching (CDM): A Novel Evaluation Metric for Formula Recognition NASA MarkTechPost | AI
Microsoft Researchers Propose MedFuzz: A New AI Method for Evaluating the Robustness of Medical Question-Answering LLMs to Adversarial Perturbations NASA MarkTechPost | AI
Byaldi: A ColPali-Powered RAGatouille’s Mini Sister Project by Answer.AI NASA MarkTechPost | AI
CogniDual Framework for LLMs: Advancing Language Models from Deliberate Reasoning to Intuitive Responses Through Self-Training NASA MarkTechPost | AI
FlashSigmoid: A Hardware-Aware and Memory-Efficient Implementation of Sigmoid Attention Yielding a 17% Inference Kernel Speed-Up over FlashAttention-2 on H100 GPUs MarkTechPost | AI

Sept. 13, 2024

The Insecurity of Spaces Hosts on X: Gatekeeping, Intolerance, and the Looming Presence of AI Agents Artificial-Intelligence.Blog
LLM-CI: A New Machine Learning Framework to Assess Privacy Norms Encoded in LLMs NASA MarkTechPost | AI
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