Engineering agents
Supervised agents for technical planning, execution and review.
LAOS Research & Open Technology
Researching autonomous, sovereign and human-directed computing.
LAOS Research is a public home for methods, technical notes, reproducible work and collaboration. It is not presented as a foundation or a promise of results before evidence exists.
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LAOS
Research & Open Technology
01Method
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03Public record
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Research areas
Questions that deserve careful methods.
The programme connects computing, engineering and the human decisions that direct them.
Local-first orchestration
Coordination patterns that preserve useful control near the work.
Distributed computing
Compute systems that can be composed, observed and governed.
Scientific simulation
Models and workflows whose assumptions can be examined.
Robotics
Physical systems with bounded, inspectable autonomy.
Human–AI interfaces
Interfaces that make decisions, limits and review visible.
Publications
Evidence before promises.
The archive is prepared for papers, technical reports, architecture notes, benchmarks and reproducible experiments. Publication entries will state their date, authorship, version and maturity.
Publication framework
A transparent model for papers, reports and technical notes.
Benchmarks
Measured results with methods, scope and limitations in view.
Reproducible experiments
Code, data and operating constraints where publication allows it.
Research flow
Architecture with a visible boundary.
Shared capabilities can support many systems while user projects retain their own data, context and control.
- 01Question
- 02Method
- 03Evidence
- 04Open review
Open projects
Useful openness has a stated maturity level.
Public repositories, datasets and demonstrations will be identified as Research, Experimental, Preview or Stable. A label is not a guarantee; it is a promise to make scope visible.
Repositories
Source code and reference implementations when they are ready to publish.
Datasets & resources
Documented materials with licensing, provenance and limitations.
Demonstrations
Conceptual or reproducible examples labelled by their actual maturity.
Research principles
The bar is clarity, not spectacle.
LAOS Research prioritises evidence, reproducibility, safety, graduated autonomy, human control and responsible use of resources.
Evidence
Claims should be traceable to methods and results.
Reproducibility
Others should be able to understand what was run and why.
Safety
Research must clarify boundaries and credible failure modes.
Human control
Automation remains accountable to people and review.
Public record
Progress has a record.
LAOS Observatory
A future measured record of scientific and technical developments, without perfumed marketing.
Collaborations
A clear route for universities, laboratories, open-source communities and students.
Research newsletter
A public archive and stated frequency will precede any subscription form.
LAOS Research & Open Technology
Work with the system, not around it.
Explore the other LAOS portals for corporate context, research and technical direction.