Articles by Yang Fan

General Introduction agents.json is an open source specification developed by the Wildcard AI team, based on the OpenAPI standard, designed to allow intelligences to communicate efficiently with APIs through natural language. It defines the interaction contract between intelligences and APIs through structured JSON files, optimized for endpoint discovery and parameter...

General Introduction Foudinge Scrub is an open source web tool hosted on GitHub and created by developer Théophile Cantelobre. It is designed to help users clean and edit knowledge graph entities extracted from complex textual data, and is especially targeted at the restaurant review site LeFooding.com from ...

Recently, the Association for the Advancement of Artificial Intelligence (AAAI) released a weighty 91-page report, The Future of Artificial Intelligence Research. The report, produced by AAAI President and IBM Artificial Intelligence Researcher Francesca Rossi, along with a wide range of experts from academia and industry, delves into artificial intelligence...

The field of Artificial Intelligence has made impressive progress in recent years, especially in the area of Large Language Modeling (LLM). Many models, such as Qwen, have shown an amazing ability to self-check answers and correct errors. However, not all models are equally capable of self-improvement. Also given ...

General Introduction PhotoDoodle is an open source image editing tool developed by ShowLab, focusing on artistic editing of photos through artificial intelligence technology. Users can add cartoon style, 3D effect, halo, wings and other decorative elements to real photos by just typing simple text prompts,...

Comprehensive Introduction DiffRhythm is an open source project developed by ASLP-lab (Audio, Speech and Language Processing Group, Northwestern Polytechnical University), focusing on end-to-end music creation through artificial intelligence technology. It is based on the Latent Diffusion model (Latent Diffusion) and is capable of generating in just 10 seconds a...

General Introduction Awesome AI Agents is a GitHub open source project maintained by the e2b-dev team focused on collecting and organizing resources related to autonomous AI intelligences. The project brings together over 150 AI agents and development frameworks, ranging from coding assistants to data processing agents...

General Introduction Anon-Kode is an open source AI code assistant for terminal-based operations, launched on GitHub by developer Daniel Nakov. Designed for programmers, it helps users quickly fix code, run tests, and interpret complex functions by integrating language models that support OpenAI-style APIs...

Recently, artificial intelligence company Anthropic has been in the spotlight. Not only has it launched the powerful Claude 3.7 Sonnet model, but it has also made significant progress in raising capital.In a recent interview, Mike Krieger, Anthropic's Chief Product Officer (and former Instagram co-founder), shared...

General Introduction ReSearch is an open-source research tool developed by the Agent-RL team to improve the search and inference capabilities of Large Language Models (LLMs) through Reinforcement Learning (RL). The project is inspired by Deepseek-R1-Zero and OpenAI's Deep ...

General Introduction AI Writing Assistant is an open source AI writing assistant based on Next.js, hosted on GitHub, designed to help writers, content creators, and copywriting professionals improve the efficiency and quality of their writing through artificial intelligence technology. The tool allows users to style editors with detailed groups of prompts...

Introduction The rapid development of Artificial Intelligence (AI) technology is reshaping the research paradigm in an unprecedented way. Recently, Nature, a top international academic journal, released an in-depth review entitled "What are the best AI tools for research?", which analyzes the current research...

In recent years, with the rapid development of large-scale language modeling (LLM), the capability of Multi-Agent Systems (MAS) has been significantly improved. These systems are not only capable of automating tasks, but also exhibit near-human reasoning capabilities. However, traditional MAS architectures are often accompanied by ...

Comprehensive Introduction PrimisAI Nexus is a lightweight open-source Python framework hosted on GitHub and developed by the PrimisAI team, aiming to help users build and manage scalable AI multi-intelligence systems for automating complex tasks through Large Language Modeling (LLM). It uses a modularized design through...

General Introduction WebDev Arena is a real-time AI programming competition platform developed by the LMArena team that focuses on completing web development challenges by pitting Artificial Intelligence Language Models (LLMs) against each other. Users can enter specific web design tasks, such as "Create a Twitter homepage" or "Develop...

OpenAI recently announced the launch of its NextGenAI program, offering $50 million in funding and access to its latest modeling API. The program brings together 15 of the world's top universities and research institutes to drive innovative applications of artificial intelligence (AI) in education and accelerate educational change. The top machine...

Comprehensive Introduction Probly is a spreadsheet tool developed by the PragmaticMachineLearning team and open-sourced on GitHub that combines the functionality of traditional spreadsheets with powerful AI data analysis capabilities. It not only supports users to manage data like using Excel, but also through the built-in...

General Introduction AI by Hand is an educational website focused on teaching Artificial Intelligence (AI) model building through Excel, created and maintained by Prof. Tom Yeh. It helps users manually implement AI algorithms in Excel by providing a series of free spreadsheet templates and detailed tutorials, such as Neural Networks, Tr...