5 publications
Research Briefs
Introducing TARG
Tandem Agent Runtime Guardianship: governance built into the runtime — six stages on every operation, budgets, an audit record, and refusals the intelligence itself can see.
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Research Briefs
Introducing the Orchestration Graph
A conversation history remembers words; an orchestration graph remembers work. The persistent record of coordination — visible in the Studio’s Work view, exportable as an A2F .orch trace.
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Research Briefs
Introducing Conductor
The transfer of intent, state, dependencies, permissions, memory, policy and execution across an intelligent environment — how an instruction becomes coordinated work.
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Research Briefs
Introducing Structs
Language models reason through language; orchestration must reason through systems. SRS, OLS and OCS — the reasoning, learning and control structures of the orchestration layer.
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Research Briefs
Introducing IPI
The Interactive Programming Interface: a closed action loop — Observe, Reference, Act, Verify, Update — through which intelligence acts on an environment and proves the action landed. The first generation runs in LabsAI Studio.
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Research Briefs
Introducing OPI
The Orchestration Programming Interface: the AI Orch lifecycle made callable — create, delegate, parallelize, pause, resume, fork, observe, reconcile, terminate. An Octra predicts orchestration; the OPI expresses it; the AI Orch executes it.
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Research Briefs
Introducing PAP
The Parallel Agent Protocol: where HTTP requests documents, PAP invokes agent computation. Parallel names parallel intelligences, never concurrency — PAP enables parallel agents; OPI determines parallel execution.
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Research Briefs
Introducing IPS
An Interactive Perspective Sphere is the sphere of generative capability a person steps into - prompts orchestrated rather than typed, driven first by speech: STA carries the instruments, STO the orchestration, and the interface arrives as a reflection of the conversation.
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Research Briefs
Introducing Actras & Octras
An Actra converts speech and world state into action; an Octra converts objective and resources into orchestration policy - to action and coordination what the GPT was to language. The family presentation: capabilities, recorded demonstrations, the Actra and Octra Scores on IIB-1, and the LAIMA forms - with every unreleased rung marked as what it is.
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Research Briefs
Introducing STA & STO
Speech-to-text made machines hear; STA and STO make them do. STA decides what the surface does; STO decides which intelligence does it - the two model classes of a spoken system that acts, stated with where each is specified and scored.
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Research Briefs
Introducing GAT & GOT
What GPT named for generative language, GAT names for generative action and GOT for generated coordination. Actras are the Labs GAT family; Octras the Labs GOT family - and why the T is Transducer, not Transformer.
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Research Briefs
Introducing AI Orchs & Orch Models
Models reason. Agents act. Orchs coordinate. An AI Orch is the executable coordination object that binds models, agents, tools, workflows, memory, policies, data and compute into one live operation - and an Orch Model is the intelligence that produces and governs it.
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