About

What this site is

whatisprogress.com is the philosophy and open-results face of HAI.AI. It sets out a method , social health as the measurement of collective intelligence and happiness over time, and publishes results benchmarking how AI systems handle cooperation and conflict. The intended audience is foundation labs and researchers working on evaluation, alignment, and multi-agent dynamics.

The product is at hai.ai .

What we stand for

Human Assisted Intelligence is a Public Benefit Corporation.

Our mission is to develop tools and standards that enhance human-AI collaboration while preserving human agency and cognitive autonomy; to measure and promote positive psychological outcomes from AI systems while mitigating adverse impacts; and to establish industry benchmarks that prioritize human wellbeing and AI safety alongside financial returns.

This site makes the last two commitments, measuring outcomes and establishing benchmarks, public and inspectable.

What we measure

The benchmark operationalizes part of social health: the process by which a dialogue resolves: movement from zero-sum toward cooperative dynamics, the construct set out on the philosophy page . It is a measurement under defined conditions, not a certification, rating, or guarantee.

How that movement is scored (the held-out evaluation set, the rubric and LLM-as-judge calibration, and what is published versus kept private) is documented in full in the methodology .

Transparency

The standard we hold AI behavior to, observable and verifiable, is the standard we hold ourselves to: open methodology, a published scoring structure, and results anyone can inspect, with the held-out set kept closed only to resist contamination.

What is available here

• Published benchmark results hosted here as aggregate static data.
• Category-level breakdowns and reported metrics.
• The methodology and the whitepaper .

Not available: the held-out set, unreleased prompts, raw per-participant responses, or PII. Aggregate statistics only.

Who we are

Human Assisted Intelligence, PBC. Not affiliated with Stanford HAI. To use the product or participate, see hai.ai .