Dept of CSE(AI & ML) & CSE(CY) x CyreneAI
ASYNC'26
Build AI that you can actually own.
As AI becomes deeply embedded into organizations and everyday life, individuals, mission-driven teams and businesses need the ability to run intelligent systems without handing over all of their data, knowledge and operational context to a third party.
The challenge is to build towards a Sovereign Second Brain — an AI system that can privately understand an individual or organization's knowledge, remember what it learns, reason across that information and safely execute useful tasks.
Think beyond a chatbot. A strong solution could combine open-weight/local models, a personal knowledge base, long-term memory, semantic retrieval, automatic ingestion, agentic tool execution (MCP), and local-first deployment.
Teams should demonstrate a working system where:
The winning project should feel like the beginning of an AI that an individual or organization could actually own.
With AI doing more of the work, what will you maxxx?
Wearables and smartphones can already collect enormous amounts of data about sleep, movement, heart rate, recovery, habits and everyday activity.
The harder problem is turning that data into something people understand — and something that actually helps them improve their lives.
Inspired by the quantified-self movement and people such as Bryan Johnson pushing measurement to its limits: what aspect of your life will you maxxx?
Build systems that turn everyday data into engagement, understanding and improvement — not just another dashboard.
A strong project should ideally demonstrate:
Instead of simply displaying charts, help users understand: What changed? Why might it have changed? What can I do differently today? Did it work?
Defend humans in an AI-powered internet.
AI is dramatically increasing the speed and scale at which scams, phishing, impersonation, malicious automation and cyberattacks can be created.
At the same time, security increasingly extends beyond purely digital systems. Publicly available signals such as satellite imagery, ADS-B aircraft data, maritime data, radio communication patterns, sensors and other real-world data streams can help build better situational awareness and detect unusual activity.
The challenge is to build systems that help individuals or organizations understand risk, detect threats and respond in real time while protecting privacy and security.
Build systems focused on defensive security, situational awareness, user protection, resilience and privacy.
A good project could demonstrate:
The emphasis should be on defensive security, situational awareness, user protection, resilience and privacy.
Build something that matters — or build it just because you can.
Not every great idea fits inside a predefined category. This track is intentionally open.
Hardware, software, AI, robotics, decentralized systems, developer tools, creative technology and combinations of them are all welcome.
There is no prescribed direction here. Open Track ideas are held to exactly the same bar as every other track — the idea has to be clear, original, technically real and worth building.
Pick this track only if your idea genuinely does not fit one of the three themed tracks. Every track competes for the same prize.
Idea stage only — no prototype, demo or build progress is required.