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Data annotation & labeling blog.

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Data Annotation

Red-Teaming Abstract: Competitive Testing Data Selection

A competitive testing abstract is a systematic stress testing of systems against real-world threats. Modern language models face risks of misinformation leaks and malicious actions by fraudsters. Therefore, a Red-Teaming abstract is needed, where teams simulate attackers to reveal vulnerabilities in an AI model. Leading companies like Microsoft and IBM

Computer Vision

Preference-Based Annotation: Labeling Data to Reflect Human Values

Data Annotation

Designing Microtasks: Breaking Down Annotation Jobs for Faster Completion

Data Annotation

Clustering for Pseudo-Labels: Grouping Data Before Manual Annotation

Data Labeling

Embedding-Based Annotation: Leveraging Vector Spaces for Automatic Labeling

Computer Vision

Gamifying Annotation: Increasing Labeler Engagement and Accuracy

Data Annotation

Evidence Linking Annotation: Connecting Sources to Claims

Data annotation

Data Annotation

Red-Teaming Abstract: Competitive Testing Data Selection

A competitive testing abstract is a systematic stress testing of systems against real-world threats. Modern language models face risks of misinformation leaks and malicious actions by fraudsters. Therefore, a Red-Teaming abstract is needed, where teams simulate attackers to reveal vulnerabilities in an AI model. Leading companies like Microsoft and IBM

Computer Vision

Preference-Based Annotation: Labeling Data to Reflect Human Values

Data Annotation

Designing Microtasks: Breaking Down Annotation Jobs for Faster Completion

Data Annotation

Clustering for Pseudo-Labels: Grouping Data Before Manual Annotation

Data Labeling

Embedding-Based Annotation: Leveraging Vector Spaces for Automatic Labeling

Computer Vision

Gamifying Annotation: Increasing Labeler Engagement and Accuracy

Data Annotation

Evidence Linking Annotation: Connecting Sources to Claims

AI news

visualized

New AI data standards outlined by scientists

Many budding bakers have to adapt award-winning recipes to fit their kitchen setups. A prize-winning chocolate chip cookie can be made with an eggbeater instead of a stand mixer. It's important for both talented chefs and computational scientists to be able to reproduce a recipe under different circumstances

deepfake

This decade will be the decade of deepfake advertising

computer science

An educational and computer science team is taking artificial intelligence (AI) beyond Siri

Museum Exhibits

Kids Can Learn More by Integrating Artificial Intelligence into Museum Exhibits

computer vision

Human-Perception-Based AI Algorithms

computer vision

Taking on New Learning Challenges

AI Generative Music

Unveiling the Top 3 AI Generative Music Tools: Revolutionizing Music Creation

Machine learning

image segmentation

Unlocking the Power of "Segment Anything": A Deep Dive into Meta AI's Segmentation Tool

SAM, known as the Segment Anything Model, has an amazing skill. It can cut over 500 things from tricky images without teaching examples. This feat by Meta AI is a big step in computer vision technology. SAM can draw out shapes for each item in a picture. It's

ai models

Predictive Maintenance Revolutionized by AI Models

AI models

Enhancing NLP with Sophisticated AI Models

machine learning

Comparing AI Model Development Tools: A 2024 Guide

Customer Segmentation

Using AI Models for Effective Customer Segmentation

ai models

Strategies for Scaling Your AI Models Effectively

data annotation

Real-time Analytics with Advanced AI Models