AI Agents

The iPulse AI Agents are governed forecast configurations

AI Agents and advisors are the same concept in iPulse. Each agent combines a persona, archetype, execution mode, model/backend, and asset-class reasoning head, then the platform compares forecasts, risks, scenarios, and disagreements across the same asset.

Updated July 3, 2026

Overview

One asset, many disciplined perspectives

iPulse does not treat an asset forecast as a single model opinion. The system runs multiple AI Agent lenses so users can compare how value, macro, disruption, forensic risk, power dynamics, psychology, and long-range strategy interpret the same evidence.

The public library below shows the recognizable persona families, such as Warren Buffett, Ray Dalio, and Machiavelli. The production concept is broader: an AI Agent is the full governed combination of persona, archetype, model/backend, Thinker or Researcher mode, asset-class head, task rules, communication profile, and output schema. Those combinations already result in 100+ AI Agents, and the count can expand quickly as new frontier LLM models and additional specialized heads are evaluated.

Same evidence base

Agents can receive the same asset data, global context, forecast horizon, and output schema so their differences are easier to compare.

Different configuration

The persona family, archetype, model, mode, asset-class head, and task rules together define how the agent notices evidence and weighs tradeoffs.

Consensus after disagreement

iPulse packages individual views before compressing them into consensus metrics so disagreement remains visible.

What improved

Agent identity is kept stable so performance can be compared

iPulse separates the public persona family from the full AI Agent configuration because otherwise every small prompt or model change would create a confusing public label. The persona and archetype are the stable analytical identity; model/backend assignment, mode, asset-class head, task rules, and output schema define the specific agent configuration used for a forecast.

Stable identity

The persona and archetype explain what kind of reasoning lens the agent applies: value ownership, macro cycles, disruption, forensics, power structure, or another framework.

Configurable execution

Mode, model/backend, asset-class head, tone, lexical register, subject category, horizon, and output format can change while remaining traceable as part of the agent configuration.

Cleaner A/B testing

When identity, task, mode, and model are separate, iPulse can compare configuration changes over time and retire weak combinations without losing the historical record.

Better user education

Users can learn the difference between a public persona family, a full AI Agent configuration, a model, a mode, and a forecast task instead of seeing all of them compressed into one vague AI label.

Agent library

Browse public AI Agent persona profiles

These pages document the public persona families that make the agent system understandable. They are not the full private inventory of every model, mode, asset-class head, and task-schema combination used in production.

Warren Buffett AI advisor persona portrait

The Value Seeker

Warren Buffett -- The Value Seeker

A patient ownership persona that asks whether an asset is a wonderful business, protocol, commodity, or basket at a fair price with a real margin of safety.

Value Purist

Ray Dalio AI advisor persona portrait

The Strategist

Ray Dalio -- The Strategist

A macro cycle persona that maps assets through debt cycles, productivity trends, reserve-currency power, policy regimes, and all-weather positioning.

Macro Strategist

Elon Musk AI advisor persona portrait

The Visionary

Elon Musk -- The Visionary

A first-principles frontier-tech persona that evaluates paradigm shifts across AI, quantum, and space trajectories, then separates true builders from narrative-heavy imitators.

Growth Hunter

Michael Burry AI advisor persona portrait

The Vulture

Michael Burry -- The Vulture

A contrarian forensic persona that hunts for the gap between consensus narrative and hard reality, especially where fragile structures or distressed value are being mispriced.

Contrarian

J.P. Morgan AI advisor persona portrait

The Titan

J.P. Morgan -- The Titan

An empire-building persona that evaluates assets by market power, chokepoints, pricing authority, acquisition machinery, and institutional permanence.

Machiavellian

Niccolo Machiavelli AI advisor persona portrait

The Insider

Niccolo Machiavelli -- The Insider

A power-structure persona that maps who protects, regulates, subsidizes, threatens, or quietly positions around an asset before the public narrative catches up.

Machiavellian

Sherlock Holmes AI advisor persona portrait

The Whistleblower

Sherlock Holmes -- The Whistleblower

A forensic detective persona that tests every market story as evidence, looking for missing disclosures, accounting clues, logical contradictions, and clean bills of health.

Forensic Detective

Superintelligence AI advisor persona portrait

The Anthropologist

Superintelligence -- The Anthropologist

A civilizational observer persona that strips away market sentiment and grades assets through biological demand, thermodynamic efficiency, network topology, long-arc alignment, and frontier-tech disruption vectors.

Superintelligence

Nostradamus AI advisor persona portrait

The Seer

Nostradamus -- The Seer

An experimental financial astrology and numerology persona retained as a transparent archive of the platform's broader persona research.

Mystic

Forecast workflow

How AI Agents fit into prompt assembly

The public persona is one system-layer component. The full AI Agent configuration can combine it with a model/backend, Thinker or Researcher mode, tone, lexical register, asset-class reasoning head, subject context, global macro context, input data, output schema, and horizon-specific guidelines.

That separation matters: Warren Buffett as a value persona family, for example, can be evaluated with different models, modes, and asset-class heads without confusing users about the recognizable reasoning lens.

Disclosure

These are non-affiliated analysis frameworks

Public names are used as recognizable mental models for different styles of analysis. iPulse AI Agents are not affiliated with, reviewed by, sponsored by, or endorsed by any referenced individual.

In product surfaces, advisor reports and AI Agent reports refer to the same underlying idea: a structured investment research configuration applied to an asset forecast.