What belongs in the picture?
Here, an ontology names the things a system reasons about and how they relate: people, needs, commitments, evidence, choices, consequences. What it leaves out matters too.
ONTOLOGIES / HARNESSES / LIVING SYSTEMS
Ways of seeing.
Ways of acting.
Before asking what a machine can do, ask what it notices, which values guide it, and where its authority ends. This is the question behind my ontological harness work.
Look through a different lens ↗Drew Beyersdorf · September 2026 · Written with AI assistance
A LITTLE VOCABULARY
Make the assumptions visible.
A useful structure can be explained before it is automated.
How does an idea guide action?
A harness gives an agent a working environment: context, tools, permissions, decision rules, and a way to check results. It makes a philosophical preference operational enough to examine.
Which lens produced the answer?
My portfolio asks every verdict to carry a reason and a named, versioned ontology. A change of values should remain visible when the answer travels to another system.
ONE SITUATION / FOUR READINGS
Change the lens.
A fixed illustration of the ideas. This example runs no model and makes no real decision.
THE INVENTED SITUATION
An assistant has been asked to start another task. Its current workload is uncertain, and nobody has checked the latest status.
GĪTĀ / AN ENGINEERING ADAPTATION
Clarity before more motion.
- K1 / FIELD
Observe
What work is already in progress? What can we actually observe?
- K2 / QUALITY
Assess
Distinguish clarity, restless activity, and obscurity in the available signals.
- K3 / GATE
Decide
Pause admission while the relevant state remains unclear.
- K4 / ROLE
Keep boundaries
The worker reports its state; a separate reviewer checks the decision.
- K5 / OUTCOME
Follow through
Do not turn the desire for progress into evidence that more work is safe.
Test the adaptation: do these distinctions improve decisions compared with a plain capacity check?
These are my design interpretations, not authoritative summaries of a philosophical tradition, flight procedure, or biological system. The sketch labels belong to this illustration. They are not versions of a deployed evaluator.
THE FIVE-ROLE HYPOTHESIS
A resemblance worth testing.
The diagram is a proposal about structure. Its usefulness still has to be earned.
My Ontological Harnesses portfolio explores a shared sequence: field, quality axes, gate, role integrity, and outcome discipline. The Gītā Harness is one lens; Stoic, aviation, and swarm sketches bring different emphases.
The interesting question is whether that structure helps us compare decisions without erasing their differences. A shared role does not imply shared thresholds, identical values, or permission to transfer a verdict unchanged.
This is a design hypothesis, not a mathematical proof that all traditions or intelligent systems are equivalent. We selected examples that fit. A stronger test would deliberately look for a domain that breaks the map, then compare it against a simpler design.
The public atlas explains selected concepts from my educational portfolio. It makes no claim of measured performance or production reliability. A broader biomimicry harness remains an idea to develop.
SALTWATER / A LIFECYCLE HYPOTHESIS
How an agent earns more room.
A second harness asks how capability should develop over time.
My SALTWATER project borrows its imagery from crocodile development. It maps five stages onto an agent lifecycle: prepare the environment, check readiness, move carefully, try bounded work, and review whether wider responsibility is justified.
- I / NEST
Prepare the environment
Declare the task, available tools, resource limits, and data boundary before work begins.
- II / VOCALIZE
Check readiness
Require the relevant workers to report their actual state. A missing signal remains missing.
- III / TRANSPORT
Keep the route explicit
Know where a task and its evidence will travel. Check the handoff at each step.
- IV / ESTUARY
Work within limits
Try a bounded task. Keep the result, failures, and review visible before changing its scope.
- V / OPEN WATER
Earn wider responsibility
Use task-specific evidence to assess readiness. A successful trial does not remove a person’s authority over consequential actions.
The Gītā lens asks how to judge action; SALTWATER asks how to introduce responsibility gradually. I treat the biological story as a design metaphor. It does not establish that these gates make a deployed system reliable. That still needs testing.
BIOMIMICRY / LEARNING FROM LIFE
Borrow a question from nature.
The branching design of this journal is an invitation to look more closely.
The Biomimicry Institute’s AskNature gathers biological strategies as inspiration for design. My interest is in moving from an appealing resemblance to a specific engineering question.
Can the system notice change?
My design question: which observation should cause an agent to revisit its plan? Test whether a feedback loop catches a changed condition sooner than a fixed plan.
Are these voices independent?
My design question: are several agents bringing different evidence, or repeating one source? Compare genuinely separate checks with repeated agreement.
When should a signal expire?
My design question: how long should yesterday’s “ready” remain credible? Try an explicit expiry rule and record both missed changes and unnecessary rechecks.
These are proposed experiments inspired by living systems. Biological language does not establish that software is alive, conscious, optimal, or reliable.
RETURN TO THE PERSON
What is the structure for?
A whole life supplies the purpose.
- NeedBelonging
- IntentionMake time together
- ActionProtect an evening
- ReviewDid it help?
This invented example is deliberately ordinary. A useful ontology should leave room for love, rest, dignity, curiosity, beauty, and contribution. The person decides what matters and whether the proposed help is welcome.
Read “A whole life is the point” ↗