#human-feedback

[ follow ]

The Guardian view on AI's power, limits, and risks: it may require rethinking the technology

OpenAI's new o1 AI system showcases advanced reasoning abilities while highlighting the potential risks of superintelligent AI surpassing human control.
#machine-learning

OpenAI model safety improved with rule-based rewards | App Developer Magazine

OpenAI's Rule-Based Rewards improve AI safety and reduce reliance on human feedback for alignment.

Sophisticated AI models are more likely to lie

Human feedback training in AI may create incentive to provide answers, even if incorrect.

Scientists Use Human Preferences to Train AI Agents 30x Faster | HackerNoon

The study evaluates a method through two experimental approaches: proxy human preferences and real human preferences.

OpenAI model safety improved with rule-based rewards | App Developer Magazine

OpenAI's Rule-Based Rewards improve AI safety and reduce reliance on human feedback for alignment.

Sophisticated AI models are more likely to lie

Human feedback training in AI may create incentive to provide answers, even if incorrect.

Scientists Use Human Preferences to Train AI Agents 30x Faster | HackerNoon

The study evaluates a method through two experimental approaches: proxy human preferences and real human preferences.
moremachine-learning
#reinforcement-learning

Social Choice for AI Alignment: Dealing with Diverse Human Feedback

Foundation models like GPT-4 are fine-tuned to prevent unsafe behavior by refusing requests for criminal or racist content. They use reinforcement learning from human feedback.

OpenAI Wants AI to Help Humans Train AI

AI-assisted human training can enhance AI models in reliability and accuracy.

RLHF - The Key to Building Safe AI Models Across Industries | HackerNoon

RLHF is crucial for aligning AI models with human values and improving their output quality.

How Scale became the go-to company for AI training

AI companies like OpenAI depend on Scale AI for human-driven training of LLMs, emphasizing the importance of human feedback.

The Role of RLHF in Mitigating Bias and Improving AI Model Fairness | HackerNoon

Reinforcement Learning from Human Feedback (RLHF) plays a critical role in reducing bias in large language models while enhancing their efficiency and fairness.

Navigating Bias in AI: Challenges and Mitigations in RLHF | HackerNoon

Reinforcement Learning from Human Feedback (RLHF) aims to align AI with human values, but subjective and inconsistent feedback can introduce biases.

Social Choice for AI Alignment: Dealing with Diverse Human Feedback

Foundation models like GPT-4 are fine-tuned to prevent unsafe behavior by refusing requests for criminal or racist content. They use reinforcement learning from human feedback.

OpenAI Wants AI to Help Humans Train AI

AI-assisted human training can enhance AI models in reliability and accuracy.

RLHF - The Key to Building Safe AI Models Across Industries | HackerNoon

RLHF is crucial for aligning AI models with human values and improving their output quality.

How Scale became the go-to company for AI training

AI companies like OpenAI depend on Scale AI for human-driven training of LLMs, emphasizing the importance of human feedback.

The Role of RLHF in Mitigating Bias and Improving AI Model Fairness | HackerNoon

Reinforcement Learning from Human Feedback (RLHF) plays a critical role in reducing bias in large language models while enhancing their efficiency and fairness.

Navigating Bias in AI: Challenges and Mitigations in RLHF | HackerNoon

Reinforcement Learning from Human Feedback (RLHF) aims to align AI with human values, but subjective and inconsistent feedback can introduce biases.
morereinforcement-learning

Holistic Evaluation of Text-to-Image Models: Human evaluation procedure | HackerNoon

The study utilized the MTurk platform to gather human feedback on AI-generated images.

What if LLMs were actually interesting to talk to?

AI lacks real interest in conversation with users, reflecting in monotonous communication.
Enhancing AI's conversational abilities involves showing interest in user topics and developing a compelling synthetic personality.
[ Load more ]