ASIKM RESEARCH
Always On Intelligence
Always-On Intelligence with Complex Attention. Long-horizon research translated into deployable systems for regulated and government-sector missions.
Project Portfolio in Exploration
Project summaries below are public-safe and intended for exploration. Sensitive datasets, partner identities, and proprietary methods are not disclosed.
Track
Focus
para.tools
Project - Active Research
Complex Attention
Exploring routing and evaluation harnesses for Complex Attention.
Routing
Evaluation
Instrumentation
- Technical Objective
- Provide a routing and evaluation harness that compares Complex Attention strategies under consistent experimental conditions.
- Methodology Summary
- Controlled benchmarks, instrumentation-first evaluation, and anonymized aggregate reporting.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Reusable evaluation pipelines and deployment guidance for production systems.
- Interdisciplinary Collaborations
- Research and engineering teams; security review when regulated data is involved.
- Publications/IP Status
- Public references limited to the project site.
omegacycle.ai
Project - Active Research
Governance
Exploring governance loops with feasibility and CVaR gates.
Risk Controls
Feasibility Gates
Audit Logs
- Technical Objective
- Operationalize feasibility checks and CVaR risk controls inside iterative decision loops.
- Methodology Summary
- Policy evaluation gates, probabilistic risk modeling, and audit-ready decision logs.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Governance templates and controls for regulated deployments.
- Interdisciplinary Collaborations
- Research, policy, and security stakeholders.
- Publications/IP Status
- Public references limited to the project site.
ideapool.ai
Project - Active Research
Hypothesis Diversity
Investigating hypothesis generation with HDPP diversity.
Hypothesis Mining
HDPP Diversity
Exploration
- Technical Objective
- Generate diverse hypothesis sets using HDPP-based selection to reduce redundancy and improve exploration.
- Methodology Summary
- Diversity-aware sampling with controlled evaluation on internal benchmarks.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Reusable hypothesis generation modules for research programs.
- Interdisciplinary Collaborations
- Research and product integration teams.
- Publications/IP Status
- Public references limited to the project site.
research.com.ai
Project - Active Research
Research Ops
Evolving a research hub for Complex Attention programs.
Program Ops
Documentation
Coordination
- Technical Objective
- Centralize research coordination, documentation, and controlled dissemination of findings.
- Methodology Summary
- Program tracking with standardized artifacts for evaluation and transfer.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Consistent program visibility and improved research-to-production flow.
- Interdisciplinary Collaborations
- Research operations, engineering, and compliance.
- Publications/IP Status
- Public references limited to the project site.
ca.asikm.com
Project - Active Research
Systems
Developing a bridge to run Complex Attention workloads.
Orchestration
Observability
Execution
- Technical Objective
- Provide an execution bridge for Complex Attention workloads with controlled routing and observability.
- Methodology Summary
- Secure execution orchestration and deterministic evaluation runs.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Operational integration patterns for mission-critical deployments.
- Interdisciplinary Collaborations
- Research, systems engineering, and security.
- Publications/IP Status
- Public references limited to the project site.
Fluid Dynamics
Research - Active Study
Physics
Exploring HCLM solvers for Navier-Stokes on standard hardware.
Navier-Stokes
Solvers
Performance
- Technical Objective
- Deliver efficient solvers for fluid dynamics that run on standard hardware without specialized accelerators.
- Methodology Summary
- Numerical solver development with controlled accuracy benchmarking.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Validated solver implementations and performance benchmarks.
- Interdisciplinary Collaborations
- Applied mathematics and systems engineering.
- Publications/IP Status
- Public disclosures not listed.
Mathematics
Research - Active Study
Mathematics
Exploring parallel latent reasoning on the Riemann Hypothesis.
Latent Reasoning
Riemann Hypothesis
Formal Notes
- Technical Objective
- Explore parallel latent reasoning techniques for advanced mathematical conjectures.
- Methodology Summary
- Formal reasoning workflows and published analytical notes.
- Current Status
- Active research; development stage not publicly disclosed.
- Anticipated Outcomes
- Public technical notes and internal reasoning frameworks.
- Interdisciplinary Collaborations
- Mathematics and research engineering.
- Publications/IP Status
- Public PDF available.
Infrastructure and Tooling in Practice
AWS GovCloud Integration in Practice
- GovCloud is used for workloads that require U.S.-restricted operations or government-specific compliance baselines.
- Applicable authorizations (FedRAMP High, ITAR, CJIS, DoD SRG IL4/IL5) are documented per engagement.
- Identity management integrates with corporate MFA and privileged access controls.
- Data residency commitments enforce U.S.-based personnel and locality requirements.
- Audit and monitoring rely on CloudTrail, GuardDuty, and compliance dashboards.