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Perspectives

Examine intelligence, responsibility, and trust

Original Piscys essays and selected external research on the human and institutional questions behind consequential AI.

Longer-form thinking that connects the purpose of governance with the choices organizations make.

Intersecting optical planes revealing multiple perspectives on a single underlying subject.

Selected sources with Piscys commentary. External publications remain the work of their respective authors.

01 / Featured Perspective

Trust Requires Infrastructure

Piscys · February 10, 2026

Perspective

Designing Trust Infrastructure for a Threshold Technology

Why responsible deployment depends on durable infrastructure for oversight, accountable authority, and consequential action.

Piscys Lens

Consider which institutional and technical conditions make responsible adoption possible.

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02 / Piscys Perspectives

The Thinking Behind the Work

Explore behavioral shaping and the founding ideas of restraint and responsibility that inform Piscys’ approach.

Piscys · February 14, 2026

Perspective

How Training Shapes Safer Intelligence

How training, feedback, and human behavior shape AI systems, and why safer intelligence begins upstream of deployment.

Piscys Lens

Connect the conditions that shape behavior with the controls needed once a system acts in the world.

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Piscys · September 3, 2025

Founding Perspective

Building Altruism Into Artificial Intelligence

The founding philosophical perspective behind Piscys, exploring restraint, responsibility, and intentional action through a humanistic lens.

Piscys Lens

A philosophical foundation for governance, rather than an empirical claim about model behavior.

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Piscys · October 21, 2026

From the CTO · Technical Perspective

Provenance and Proof in the Age of Agentic AI

Consequential AI decisions require more than conventional logging. Tamper-evident records and independent verification strengthen accountable governance.

Piscys Lens

Accountability requires evidence that withstands scrutiny — not logs that ask others to trust.

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03 / Wider Perspectives

Keep the Inquiry Open

Read external research alongside Piscys’ own work to examine assumptions and broaden the governance discussion.

Google DeepMind · April 2024

Research Perspective

The Ethics of Advanced AI Assistants

A broad examination of advanced assistants, including autonomy, human agency, alignment, and the effects of systems acting together.

Piscys Lens

Governance must consider affected people and interactions between systems, as well as the immediate user’s goals.

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Kokotajlo et al. · April 2025 · Forecast scenario

Scenario Analysis

Planning for AI Futures Without Treating Forecasts as Facts

A detailed scenario exploring possible trajectories of advanced AI development, institutional decision-making, competition, and accelerating capabilities.

Piscys Lens

Forecasts are useful as strategic stress tests: which boundaries, escalation paths, and evidence still hold if AI advances faster than expected?

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From Insight to Action

Bring the Discussion Into Your AI Environment

Connect these ideas to a real workflow, an accountable decision owner, and the practical questions your organization needs to resolve.

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