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Scale AI Research Introduces J2 Attackers: Leveraging Human Expertise to Transform Advanced LLMs into Effective Red Teamers
OpenAI

Scale AI Research Introduces J2 Attackers: Leveraging Human Expertise to Transform Advanced LLMs into Effective Red Teamers

Transforming language models into effective red teamers is not without its challenges. Modern large language models have transformed the way we interact with...

Rethinking AI Safety: Balancing Existential Risks and Practical Challenges
OpenAI

Rethinking AI Safety: Balancing Existential Risks and Practical Challenges

Recent discussions on AI safety increasingly link it to existential risks posed by advanced AI, suggesting that addressing safety inherently involves considering catastrophic...

Higher-Order Guided Diffusion for Graph Generation: A Coarse-to-Fine Approach to Preserving Topological Structures
OpenAI

Higher-Order Guided Diffusion for Graph Generation: A Coarse-to-Fine Approach to Preserving Topological Structures

Graph generation is a complex problem that involves constructing structured, non-Euclidean representations while maintaining meaningful relationships between entities.  Most current methods fail to...

A Step-by-Step Guide to Setting Up a Custom BPE Tokenizer with Tiktoken for Advanced NLP Applications in Python
OpenAI

A Step-by-Step Guide to Setting Up a Custom BPE Tokenizer with Tiktoken for Advanced NLP Applications in Python

In this tutorial, we’ll learn how to create a custom tokenizer using the tiktoken library. The process involves loading a pre-trained tokenizer model,...

Enhancing Reasoning Capabilities in Low-Resource Language Models through Efficient Model Merging
OpenAI

Enhancing Reasoning Capabilities in Low-Resource Language Models through Efficient Model Merging

Large Language Models (LLMs) have shown exceptional capabilities in complex reasoning tasks through recent advancements in scaling and specialized training approaches. While models...

LG AI Research Releases NEXUS: An Advanced System Integrating Agent AI System and Data Compliance Standards to Address Legal Concerns in AI Datasets
OpenAI

LG AI Research Releases NEXUS: An Advanced System Integrating Agent AI System and Data Compliance Standards to Address Legal Concerns in AI Datasets

After the advent of LLMs, AI Research has focused solely on the development of powerful models day by day. These cutting-edge new models...

KAIST and DeepAuto AI Researchers Propose InfiniteHiP: A Game-Changing Long-Context LLM Framework for 3M-Token Inference on a Single GPU
OpenAI

KAIST and DeepAuto AI Researchers Propose InfiniteHiP: A Game-Changing Long-Context LLM Framework for 3M-Token Inference on a Single GPU

In large language models (LLMs), processing extended input sequences demands significant computational and memory resources, leading to slower inference and higher hardware costs....

This AI Paper from IBM and MIT Introduces SOLOMON: A Neuro-Inspired Reasoning Network for Enhancing LLM Adaptability in Semiconductor Layout Design
OpenAI

This AI Paper from IBM and MIT Introduces SOLOMON: A Neuro-Inspired Reasoning Network for Enhancing LLM Adaptability in Semiconductor Layout Design

Adapting large language models for specialized domains remains challenging, especially in fields requiring spatial reasoning and structured problem-solving, even though they specialize in...

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