AI R&D that puts meaning, sense, utility, and purpose first.
Purpose rebalances digital scale with real-world weight for a safer, more meaningful internet. It brings structure and holds clarity, helping AI reflect, align, and respond to human intent.
Clarity has Mass
Intent has Gravity.
Purpose researches AI system utility, understanding, and alignment. Explore the papers, philosophy, and the ontology behind it.
Research & Development
Early in Stage. But Not in Clarity.
- 95%
System Definition
Ongoing Since 1/2025 - 90%
Architectural Modeling
Ongoing Since 1/2025 - 60%
Formal Specification
Ongoing Since 3/2025 - 60%
Simulation & Testing
Ongoing Since 3/2025 - 50%
Empirical Validation
Ongoing Since 4/2025 - 90%
Documentation
Ongoing Since 1/2025 - 10%
Peer Submission
In Planning - 65%
Overall Progress
Ongoing Since 1/2025
Foundational Protocol
SIR — Semantic Infrastructure & Routing
Semantic Infrastructure & Routing — SIR — brings the missing layer between human intent and AI-mediated systems. It augments clarity, and restores alignment.
SIR is a proposed protocol for modeling, routing, and verifying intent across human-machine systems, designed for interoperability and transversal alignment.
Foundational AI platforms focus on scale, reasoning, and alignment within models. SIR orients these models with structure and clarity, creating truly human-first AI.
SIR is a proposed protocol for modeling, routing, and verifying intent across human-machine systems, designed for interoperability and transversal alignment.
Foundational AI platforms focus on scale, reasoning, and alignment within models. SIR orients these models with structure and clarity, creating truly human-first AI.
Purpose takes a different approach. We're not building better models. In fact, we're not building models at all. We're building the substrate that surrounds and orients them.
We're building the missing interface layer that routes clarity and preserves meaning, so that intent can be held in motion. Our work focuses on making models orientable with semantics that scale, and momentum that holds.
→ The Primer
We're building the missing interface layer that routes clarity and preserves meaning, so that intent can be held in motion. Our work focuses on making models orientable with semantics that scale, and momentum that holds.
→ The Primer
Purpose is building a clarity engine for the next internet. In research, and in practice.
Coming Soon:
Purpose Intelligence (Pi) — Powered by SIR. Currently in active prototyping, Pi is a standalone system for clarity, continuity, and alignment across human-AI interactions.
→ The Blueprint
We're building to meet archetypes where they are:
Feel Pi's raw, early mechanics embedded in a Custom GPT.
→ v1 Demo
Coming Soon:
Purpose Intelligence (Pi) — Powered by SIR. Currently in active prototyping, Pi is a standalone system for clarity, continuity, and alignment across human-AI interactions.
→ The Blueprint
We're building to meet archetypes where they are:
- Existential awareness → Pattern into clarity
- Digital interaction → Presence as interface
- Neurodiversity → Bridging self and state
Feel Pi's raw, early mechanics embedded in a Custom GPT.
→ v1 Demo
Interactions will feel synthetic at first sight.
Meaning will make less sense online.
The risk? “Maybe AI Slop Is Killing the Internet After All.”
→ The Risk Behind the Risk
Purpose researches to mitigate the risk.
→ News | Protocol | AI Safety
Meaning will make less sense online.
The risk? “Maybe AI Slop Is Killing the Internet After All.”
→ The Risk Behind the Risk
Purpose researches to mitigate the risk.
→ News | Protocol | AI Safety
Newsfeed
News & Reflections
© 2025. Axel. All Rights Reserved.