Writewithlaika

Write with LAIKA emerged from experimental writing workshops during the pandemic, evolving into a platform that combines human creativity with machine intelligence. This AI writing toolkit supports interactive storytelling through front-end development frameworks and collaborative writing platforms, helping authors develop characters and themes while engaging with interactive AI companions.

Overview of Write with LAIKA

Write with LAIKA emerged from experimental writing workshops during the pandemic, evolving into a platform for interactive AI storytelling that combines human creativity with machine intelligence (LAIKA Labs, 2024). The company's work spans academic publications and practical applications, with projects ranging from interactive character creation tools to AI-driven tarot card generation (Technical Report & Tiphareth, 2024).

At the core of their platform is the Drama Engine, a JavaScript framework that enables front-end developers to create interactive narratives with AI (Drama Engine | LAIKA Labs, 2024). This tool supports multi-agent interactions and dynamic prompt generation while remaining model- and vendor-agnostic (Technical Report, 2024). The Writers Room, a collaborative writing tool built on the Drama Engine, uses AI companions to assist writers with everything from character development to thematic analysis (The Writers Room - Write with LAIKA).

The company's approach emphasizes crowd-sourced creativity and interactive workshops, having delivered presentations at universities and conferences since 2019 (YouTube playlist, 2024). Through weekly events like Friday Night LAIKA, the team continues to engage with the broader creative community, recording and sharing their sessions online (YouTube playlist, 2024).

AI Writing Workshops and Collaboration

Write with LAIKA's approach to AI writing workshops emphasizes interactive engagement and crowd-sourced creativity. Since 2019, the company has delivered presentations and interactive sessions at universities and conferences, engaging audiences in experimental writing exercises. Their most successful initiative has been Friday Night LAIKA, a weekly event where participants can interact with AI tools and collaborative frameworks developed by the company.

The core of their interactive workshops revolves around the Drama Engine, an agentic interaction framework that enables front-end developers to create complex narrative systems. Built with TypeScript, the framework supports multiple agents working together through a modular prompt assembly system. This architecture allows for sophisticated conversational structures where one AI companion might delegate tasks to deputies, creating dynamic and flexible prompts based on context and participant interaction.

In collaboration with human users, these AI companions—ranging from text analysis tools to creative writing assistants—demonstrate the possibilities of model- and vendor-agnostic AI storytelling. For example, the Ichigo companion helps writers refine their work through formalization and critique, while the Lotu companion offers thematic insights and reader resonance analysis. These tools form part of the Writers Room platform, which has evolved from its experimental origins to become a comprehensive suite of AI writing aids.

Drama Engine: AI Narration Framework

The Drama Engine framework serves as a versatile toolkit for developers looking to incorporate AI-driven storytelling into their projects. Written in TypeScript and operating in any browser environment, this model- and provider-agnostic framework enables seamless integration with a variety of AI services, currently supporting both Together AI's services and Nous Research's models (Drama Engine | LAIKA Labs, 2024).

At the core of the framework's architecture are modular companions designed to work collaboratively, with the ability for agents to delegate tasks to deputies. This structure allows for sophisticated conversational dynamics, where a moderator agent might orchestrate interactions between multiple deputies, each executing specific prompts based on the conversation state and participant input (Technical Report, 2024).

The framework's capabilities extend to handling complex narrative structures through dynamic prompt assembly, which takes into account various contextual factors such as participant interactions and task progress. This system supports multiple prompt formats, including ChatML and Mistral standards, and has been tested with numerous language models, including NousResearch/Nous-Hermes-2-Mistral-7B-DPO and mistralai/Mixtral-8x7B-Instruct-v0.1 (Technical Report, 2024).

AI Companions and Writing Tools

The Writers Room platform employs AI companions to assist with various writing tasks, operating through three primary working modes: Fireplace (for casual chat), One-on-One chat (for personalized conversations), and Direct abilities (for specific functions). These companions include Ichigo, an editor and critic who analyzes and critiques work, and Lotus, a writer coach that helps develop themes and understand audiences.

Ichigo provides several key functionalities for writers, including text summarization, formalization of styles, and critique services. Writers can request a summary of their text in one to two sentences, have their dialogue rephrased for formal settings, or receive writing tips along with audience feedback. This companion serves to refine and polish written work through structured analysis and real-time suggestions.

Lotus, on the other hand, focuses on thematic development and reader influence analysis. It helps writers identify their main themes, assess how their work will resonate with readers, and explore alternative perspectives. This companion aims to enrich the writing process by providing strategic insights and expanding the writer's creative toolkit. Together, Ichigo and Lotus represent the evolving landscape of AI companions in creative writing, offering writers both technical assistance and strategic guidance as they develop their work.

Technical Aspects of AI Writing

The company's technical foundation rests on the Drama Engine framework, a versatile toolkit developed through the convergence of games writing expertise and AI technology. Composed in TypeScript and executing across any browser environment, the framework enables front-end developers to engage directly with AI agents while maintaining model- and provider-agnostic versatility (Drama Engine | LAIKA Labs, 2024).

At the heart of the Drama Engine's architecture lie modular companions that facilitate sophisticated narrative construction. These AI entities operate through a multi-agent workflow system that allows for dynamic delegation of tasks (Technical Report, 2024). The framework supports this architecture through a modular prompt assembly system that generates prompts based on contextual data about participant interactions and task progress (Technical Report, 2024).

The platform currently draws from multiple AI providers, including Together AI's services and Nous Research's models (Drama Engine | LAIKA Labs, 2024). The framework's capabilities extend to processing multiple prompt formats, including ChatML and Mistral standards, as demonstrated through successful tests with models like NousResearch/Nous-Hermes-2-Mistral-7B-DPO and mistralai/Mixtral-8x7B-Instruct-v0.1 (Technical Report, 2024).

The company's technical approach emphasizes the development of companion AI entities that simulate human personalities and evolve over time. These agents employ deputy systems to handle complex prompt sequences, where moderators orchestrate conversations between multiple deputies who execute specific tasks based on the current dialogue state (Technical Report, 2024). This design approach creates a more flexible system compared to traditional prompt chain methodologies (Technical Report, 2024).