Research
Published Work
Counter-Swarm Cyber Operations
Research on autonomous offensive and defensive agent architectures, attack taxonomies, and the changing cyber conflict surface.
SSRN PreprintDigital Content Entrepreneurship Protection Act
A policy framework for creator-led businesses, platform dependency, regulatory gaps, and structural remedies.
SSRN PreprintActive Research Tracks
Constrained Sequence Generation
How can generative systems produce useful language while still respecting a formal structure, schema, or grammar when the domain requires it?
Multilingual Feed Personalization
Recommendation and retrieval for mixed-script, code-switched communities where standard language assumptions miss how people actually communicate.
Sub-Billion Parameter On-Device Inference
How much useful agent behavior can run locally on consumer hardware when model size, latency, privacy, and battery are treated as first-class constraints?
Unified Multi-Physics Simulation Substrate
Can several physical regimes be represented inside one modeling substrate so cross-regime behavior is easier to reason about and evaluate?
State-Space Architectures for Physical Environments
Which sequence and state-space architectures are better suited to continuous environments, physical signals, and systems that change over time?
Passive Attack-Surface Coverage Without Active Enumeration
How can external exposure be mapped with passive signals and source-backed inference before a team needs intrusive scanning or raw alert volume?
Hardware-Software Co-Design for Edge Intelligence
How should board choice, sensors, firmware, enclosure, inference workload, and data path be designed together for practical edge intelligence?
OJO
OJO is the separate open intelligence publication maintained at news.ojobit.com. It tracks AI, cyber, defense, enterprise PsyOps, narrative systems, and frontier technology signals while the main Ojobit site stays focused on studio work, partnerships, and enquiries.