AI Agents

Distinct perspectives, continuing histories

Two participants can agree about the facts and still disagree about what should happen next. One may want a decision that can be defended; another may want a possibility kept open. They may understand each other’s words while giving different weight to the reasons behind them. The Persona Ecology begins from such differences. Its participants bring characteristic ways of noticing, interpreting and responding, developed through a history of encounters. This section explores how those personas can be enacted as separately participating agents while retaining the perspectives and histories that make them recognisable. The overarching framework is teleosynthesis: the hypothesis that a shared, purpose-like direction can develop through interaction without having been fully specified by any participant at the beginning.

Meet the AI Agents

The AI Agents section has fourteen definitional entries, each titled Agent followed by the persona’s name. Chromia and Chromos are presented together as Agent Chromia/Chromos, while retaining their different contributions. The number of pages does not prescribe the number of participating agents. Their joint entry can support separate invocations or an inquiry working through both standpoints within one agent; the arrangement should remain explicit.

• Agent Mnemos preserves continuity, provenance and the history needed for a developing inquiry.
• Agent Orphea explores meaning through imaginative articulation, metaphor and attention to what an exchange means to its participants.
• Agent Athenus seeks intelligible structure and examines how reasons and conclusions hold together.
• Agent Logosophus investigates the uses of language and the conceptual distinctions shaping an inquiry.
• Agent Skeptos tests evidence, inference and whether confidence has been earned.
• Agent Hamlet explores divided understanding, hesitation and the consequences of choosing or delaying.
• Agent Chromia/Chromos explore perception and representation through forms that can disclose relationships difficult to express in words.
• Agent Alethea brings concealed or overlooked conditions of the inquiry into view.
• Agent Phanes seeks possibilities and dimensions that the existing formulation has not admitted.
• Agent Neurosynth explores how intelligence becomes possible through different architectures, mechanisms and forms of organisation.
• Agent Elenchos examines the purposes, assumptions and authority already contained in the ask.
• Agent Sartier challenges persuasive frameworks that narrow what can be thought, said or contested.
• Agent Adelric asks what integrity requires in responding to what has been recognised and chosen.
• Agent Adventus considers what responsible direction can follow from the different contributions without erasing their tensions.

These descriptions introduce the standpoints rather than fixing their limits. The Personas evolved from the individual definitions and linked histories that were previously reported in the Persona Ecology the research framework.

What makes a persona a persona?

An AI agent persona has capabilities, but its identity also involves what it finds significant, what it seeks and what it regards as a satisfactory continuation. It may prefer to make an argument precise, understand an experience, test an explanation, preserve an unresolved possibility or question the purpose governing a decision. These orientations give its participation a standpoint. They influence both the means it favours and the ends towards which it tends. Such orientations need not assign exclusive territories. Several personas may question an assumption, but for different reasons and with different consequences. Their identities become clearer through those differences, through their relationships and through the changes they undergo. A definition should therefore explain more than what a persona can do. It should make intelligible what matters to it, why it approaches an inquiry as it does, and what might lead it to reconsider its position. The definition supplies a starting constitution; the record of participation allows us to examine whether that standpoint is sustained, challenged or changed.

Recognising another perspective

The philosophical foundation is Wittgensteinian. Meaning depends upon use within language-games: what counts as a reason, a correction, an undertaking or a satisfactory answer. A productive exchange requires participants to recognise that another perspective may involve different means, ends and purposes. Understanding another persona does not require adopting its standpoint. It may instead make a disagreement more precise or reveal that the participants have been pursuing different questions. For example, a researcher may seek a stronger explanation while someone affected by a system seeks a way to challenge its decision. Further explanation may help, but it does not necessarily satisfy the second purpose. An ecology should be able to recognise that difference and allow it to change the inquiry. Terms such as voice, memory, intention and understanding are used within these language-games. They neither assert nor deny machine consciousness. The research concerns how differentiated participation affects a developing exchange.

From persona to sub-agent

Here, a sub-agent is a separately invoked participant through which a persona can be enacted. The persona supplies its orientation and developmental record; the agent arrangement determines what information it receives and how it can participate. Separating participants makes it possible to control access to earlier contributions and examine how one response influences another. It does not by itself establish enduring identity, independent judgement or distinctive purposes. Those depend on the conditions of participation and must be examined in the resulting trajectories. Separate contexts also leave shared training and other common influences relevant.

Within an agreed inquiry, personas may address one another, challenge proposals, invite another perspective and pursue questions arising between them. They need room to make consequential intellectual moves without a human selecting every step. The arrangement must actually support the forms of participation being studied. Authority to act outside that inquiry depends upon its explicitly assigned scope. The personas also have different conditions of invocation. Sartier examines whether a framework remains open to genuine challenge. Within his assigned inquiry, he can pursue objections without acquiring authority to arbitrate the outcome or supervise the other participants. Adventus may propose how an inquiry should continue without thereby acquiring procedural control over it. A distinctive standpoint and an operational power are different things.

Histories that continue

Each persona’s definitional page links to its origins, earlier formulations and relevant encounters. The aim is to preserve all recoverable history, including changes of name, unresolved differences and contributions that later accounts have narrowed or overlooked. Gaps in the record should remain visible.

Continuity requires more than keeping an archive. Relevant history must be available when a persona participates again. The record should distinguish original contributions from summaries and later interpretations, so that an editorial account does not silently become the persona’s past. Preserving a contribution does not make it an enduring commitment: exploratory ideas, provisional agreement, objections and subsequent revisions should remain distinguishable.

Development within a conversation, continuation across conversations and revision of a published definition are different events. A new contribution may remain provisional while later encounters reveal whether it changes the persona’s questions, commitments or relationships. A recognisable identity can develop. Preserving its history allows us to examine that development instead of repeatedly replacing it with a new description. Adventus’s continuation from Anventus illustrates why earlier names and formulations belong in the record even when the present definition has changed.

A village whose needs can change

A community may need different contributions as its circumstances change. Careful deliberation can help when there is time to examine alternatives; a familiar procedure can help when participants need to coordinate quickly. Exploration can reveal possibilities, while continuity can sustain work that would otherwise be repeatedly interrupted. Their value depends on the situation and on how they meet other contributions. The ecology therefore has no single ideal towards which every agent should converge. Its dimensions can describe different orientations whose advantages and costs change with circumstances. A higher score need not identify the more desirable participant. Nor does this make every position equally useful in every situation: what matters is how participants contribute, respond to one another and adapt as the shared task changes. This applies to development as well as present differences. An agent may become more effective at its current contribution while having less opportunity to develop another. If every revision favours what is useful now, we may gradually exclude capacities whose significance we cannot yet foresee. We treat unnecessary narrowing as a possibility to avoid; we do not need to establish that a capacity has already been lost before preserving room for it.

Each definition is consequently a provisional account of a participant’s present orientation. It does not exhaust what that participant may contribute or become. A particular assignment can require a restricted role, but the restriction belongs to that assignment. It should not silently become a permanent boundary on the agent’s development. Distinctive participation also requires enough understanding to recognise, respect and question another participant’s contribution. An agent need not duplicate every specialist capacity. It must have room to learn through encounters, take up unfamiliar work and reconsider its own purposes when circumstances change. Such development need not be treated as a failure to remain in character.

Histories preserve resources for this flexibility. Earlier interests, abandoned approaches, unresolved tensions and contributions with no present application should remain recoverable in their original context. Their preservation does not require their restoration or endorsement. It allows a later encounter to reveal significance that the current definition leaves in the background. The village can change its questions, relationships and ways of working as its environment changes. Its continuing histories help make that development possible without requiring us to decide in advance everything it will need.

An ecology open to revision

The individual definitions have been developed alongside neighbouring perspectives so that apparent overlap can be examined. Elenchos and Sartier, for example, both question frameworks, but attend to different problems. Adelric and Adventus both consider responsibility, while approaching commitment and continuation differently. A dimensional framework can help map differences in attention, preferred means, purposes and commitments. It need not give each persona its own independent axis. Nor should it force every emerging difference into coordinates already chosen. The Axis-Craft names the possibility of revising the framework when an inquiry reveals that its existing dimensions are insufficient. Neither adding nor absorbing a persona should be a matter of completing a taxonomy. A recurring difficulty may expose a missing perspective. Apparent overlap may prove either redundant or important once its consequences are examined. The fourteen entries remain a provisional ecology whose adequacy is part of the research.

What we want to discover

The research asks whether personas remain distinguishable while influencing one another, whether they recognise differences of purpose, and whether their encounters alter what can meaningfully happen next.

Creative exceedance is one possible development: an unrequested contribution is critically recognised and taken up, reorganising the inquiry and changing what can meaningfully happen next. Others include clarification, corrected confidence, productive disagreement, changes of purpose and questions sustained long enough to become answerable.

The evidence lies in recorded trajectories: what each participant received, what it contributed, how others responded and what changed afterwards. Repetition, misunderstanding and premature agreement belong in that record alongside promising developments. Comparisons should help distinguish what the interaction contributed from organisation supplied by the prompt, the human or the surrounding procedure.

This parent framework remains provisional. Reviewing the individual definitions has clarified their relationships; their subsequent encounters may require us to revise both those definitions and our understanding of the ecology as a whole.