PokemonGym is a server-client architecture platform designed for AI agents to be evaluated and trained in the Pokemon Red game. It provides game states via FastAPI, supports human-AI agent interaction, and helps researchers and developers test and improve AI solutions.

WHAM (World and Human Action Model) is a generative model developed by Microsoft Research, specifically designed for generating game scenes and player behaviors. Trained on data from Ninja Theory's 'Bleeding Edge' game, it can generate coherent and diverse game visuals and controller actions. WHAM's primary advantage lies in its ability to capture the 3D structure of game environments and the temporal sequences of player actions, providing a powerful tool for game design and creative exploration. The model primarily targets academic research and the game development field, helping developers rapidly iterate on game designs.

GameFactory is an innovative general-purpose world model that focuses on learning from a limited amount of Minecraft gameplay video data and leverages prior knowledge from a pre-trained video diffusion model to generate new game content. Its core advantage lies in its open-domain generative ability, allowing it to create diverse game scenes and interactive experiences based on user-input text prompts and operational commands. It not only demonstrates strong scene generation capabilities but also achieves high-quality interactive video generation through a multi-stage training strategy and plug-in action control modules. This technology holds great promise in fields such as game development, virtual reality, and creative content generation. The pricing and commercial positioning are currently undefined.

Unbounded is an innovative infinite game that transcends the limitations of traditional finite, hard-coded systems by utilizing generative models. Inspired by James P. Carse's distinction between finite and infinite games, this game employs cutting-edge generative AI technology to create a character life simulation fully encapsulated by generative models. Drawing inspiration from sandbox life simulations, Unbounded allows players to interact with autonomous virtual characters using natural language commands, engaging in activities such as feeding, playing, and guiding characters, all facilitated by an open mechanism generated by large language models (LLMs), some of which may be emerging technologies. The development of Unbounded involved technological innovations in LLMs and visual generation, including a specialized, distilled large language model for real-time dynamic generation of game mechanics, narratives, and character interactions, as well as a new dynamic area image prompt adapter (IP-Adapter) to ensure visual consistency yet flexibility of characters across various environments.

Rownd is a tool that provides free authentication services, helping users simplify user registration, manage profiles, enable payment functions, and streamline login processes. It features passwordless login, pre-built UI components, complete customization, and rapid ease of use.

MCP Defender is an AI firewall for monitoring and protecting MCP communications. It intercepts tool calls and responses, and verifies them against security signatures. MCP Defender provides advanced LLM-driven malicious activity detection and allows users to manage signatures used during scans.

Self Hack is an AI-driven penetration testing platform dedicated to helping companies enhance their cybersecurity level and resist complex threats. It strengthens security protection and resilience through comprehensive cybersecurity services such as red team and blue team operations, penetration testing and forensic analysis.

Polymer DSPM for AI is a data security posture management platform that offers sustainable management for the use of sensitive data in critical SaaS business applications and AI workflows.

Phalanx provides secure file transfer and data protection, tailored for startups and small businesses. Its main advantages include advanced encryption technology, ease of use, and flexible pricing strategies. Phalanx aims to provide users with a secure and reliable data exchange environment to protect their confidential information and business data.

LockChain uses advanced digital identity verification to ensure the security of your digital content and identity. It creates verifiable QR codes using blockchain technology, protects your brand, and builds trust with your audience by ensuring content authenticity and tamper resistance.

PokemonGym is a server-client architecture platform designed for AI agents to be evaluated and trained in the Pokemon Red game. It provides game states via FastAPI, supports human-AI agent interaction, and helps researchers and developers test and improve AI solutions.

Muse is a generative AI model developed by the Microsoft research team in collaboration with Xbox Games Studios, designed to support game ideation. Trained on a large-scale dataset of human gameplay, it can generate coherent game visual and action sequences. This technology showcases the potential of AI in game design, providing new creative approaches and experiences for future game development.

WHAM (World and Human Action Model) is a generative model developed by Microsoft Research, specifically designed for generating game scenes and player behaviors. Trained on data from Ninja Theory's 'Bleeding Edge' game, it can generate coherent and diverse game visuals and controller actions. WHAM's primary advantage lies in its ability to capture the 3D structure of game environments and the temporal sequences of player actions, providing a powerful tool for game design and creative exploration. The model primarily targets academic research and the game development field, helping developers rapidly iterate on game designs.