PlantingSpace
PlantingSpace is developing a system that represents knowledge and uncertainty to provide insights and transparent problem-solving across various domains, utilizing a probabilistic framework and advanced methodologies like category theory and deep learning.
Company Overview
PlantingSpace is an organization dedicated to creating a system that accurately represents knowledge and uncertainty to enable insight discovery and transparent problem solving across various domains. The system can act as an analyst, research assistant, or data scientist, capable of processing queries in both natural and domain-specific languages. It provides answers with insights into its reasoning, employing a universal language to represent diverse types of information and using a probabilistic framework for reasoning and learning.
Services
PlantingSpace's system provides services across a multitude of domains, including but not limited to research analysis, data science, and academic assistance. The system offers versatile query processing and result explanation capabilities, accommodating queries in natural or domain-specific languages and delivering answers in various forms such as text, numbers, images, and colors. The services include providing detailed insights into the reasoning processes, data sources, statistical methods, algorithms, and machine learning models used.
Technology and Methodologies
PlantingSpace integrates advanced methodologies and technologies to develop its system. These include category theory to capture structure and composition, Bayesian statistics for representing uncertain knowledge, deep learning for pattern recognition, and cognitive science to understand reasoning and learning. The system employs a probabilistic framework to reduce the manual effort required for curating data and includes visual and natural language representations to make its reasoning processes more comprehensible.
Organizational Structure
PlantingSpace adopts a unique organizational structure based on hierarchies of goals rather than positions. This ensures clear ownership of tasks without the need for middle management. Tasks are transparent, targeted, and designed to make individual achievements visible and rewarded. Teams form fluidly and naturally around common interests, replacing traditional organizational silos. Most team members are stakeholders in the company, reflecting a culture of collaboration and co-ownership.
Global Team and Recruitment
PlantingSpace operates as a fully remote company with team members spread across 14 countries, predominantly hiring within European time zones. The company holds quarterly meetings in various locations around Europe to foster team cohesion. PlantingSpace is currently hiring for positions in research, software development, operations, and business development. New team members have the opportunity to become shareholders from day one, aligning personal and organizational success.