AI Research Junction

Curated AI Research Summaries by Aditi Khare — Enterprise AI Leader, Researcher & Innovator

January 2025

DeepSeekv3

DeepSeekv3 model for advanced generative AI tasks.

GitHub | Generative AI

LLM Inference-Time Self-Improvement

Techniques for LLMs to self-improve at inference.

Paper | Generative AI

Modern BERT

Latest advancements in BERT-based language models.

Paper | Generative AI

October 2024

OpenAI Swarm Framework

OpenAI introduces Swarm for collaborative AI workflows.

GitHub | Generative AI

Claude 3.5 Sonnet & Haiku

Creative poetry generation models.

Blog | Generative AI

September 2024

Meta Llama 3.2-Edge AI & Vision

Open, customizable LLMs for edge and vision tasks.

Blog | Edge AI & Vision

Training LMs to Self-Correct via RL

Self-correction of LLMs using reinforcement learning.

Paper | Generative AI

Iteration of Thought-Leveraging Inner Dialogue

Autonomous LLM reasoning improvements.

Paper | Generative AI

August 2024

The AI Scientist

Fully automated scientific discovery.

Paper | Generative AI

ControlNeXt

Efficient control for image & video generation.

Paper | Computer Vision

RAG-Checker

Diagnosing retrieval-augmented generation.

Paper | Generative AI

June–July 2024

Microsoft SAMBA LLM

New generative AI LLM model.

Paper | Generative AI

Quantinuum Quixer

Quantum transformer model.

Blog | Quantum AI

OpenAI Concept Extraction from GPT-4

Techniques to extract conceptual understanding.

Blog | Generative AI

Meta No Language Left Behind

Human-centered multilingual translation.

GitHub | Generative AI

May 2024

JPMorgan & AWS Quantum Study

Rydberg atoms & quantum speedups.

Blog | Quantum AI

Learning Quantum Computing

Hands-on quantum computing guide.

GitHub | Quantum AI

Meta Llama 3

Extending Llama-3’s context window.

Paper | Generative AI