Recursively Self-Improving AI & AI Neofactories

## ​Building the next generation of software, physical AI, biotech, and deeptech companies

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​Building the next generation of software, physical AI, biotech, and deeptech companies
​Join Sanscritic for an evening of presentations and discussions on recursively self-improving AI, metareasoning, and AI neofactories.
​Most AI systems today complete a task once. The next generation will evaluate their own work, learn from feedback and experiments, improve their reasoning, and recursively produce better models, datasets, algorithms, simulations, and products.
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​We will explore how metareasoning can act as a control layer for these systems—deciding when to simulate, critique, backtrack, experiment, or involve a human expert.
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​A key theme will be the rise of AI neofactories: AI-native systems that continuously create and improve intellectual assets such as:
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• ​Simulations
• ​Datasets
• ​Models and algorithms
• ​Product designs
• ​Scientific hypotheses
• ​Engineering configurations
• ​Decision systems

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​The event will also focus on new startup opportunities created by combining simulation with recursive self-improvement across:

• ​Enterprise and expert software
• ​Robotics and physical AI
• ​Biotech and healthcare
• ​Deeptech, energy, materials, and industrial systems

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​Discussion Topics
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• ​What does it mean for an AI system to genuinely improve itself?
• ​How can simulation lower the cost of building complex AI systems?
• ​How should self-improving systems be evaluated and controlled?
• ​Where should human experts remain in the loop?
• ​What new companies become possible when AI can continuously improve its own outputs and processes?

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​Who Should Attend
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​Founders, AI researchers, engineers, domain experts, simulation builders, robotics and biotech teams, and investors interested in the next generation of AI-native companies.
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​About Sanscritic
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​Sanscritic builds metareasoning and recursive self-improvement technology for expert work.
​Our platform helps organizations build complex reasoning systems, create simulations more easily, and enables specialized AI startups to develop their own self-improving AI products.
​Join us to explore the technologies, architectures, and companies that could define the next phase of AI.