# inverse laws

> **TL;DR.** Inverse laws are three human-conduct principles that mirror-invert Asimov's Three Laws of Robotics.

- **Category:** AI / Ethics / Responsible Use
- **Stage:** rising
- **Age:** 155 days
- **Origin date:** 2026-01-12
- **First detected:** 2026-05-06
- **Canonical URL:** https://earlyterms.com/term/inverse-laws
- **Sources:** 5 primary URLs

## Definition

Inverse laws are three human-conduct principles that mirror-invert Asimov's Three Laws of Robotics. Where Asimov's laws constrain robot behavior toward human safety, these invert the target: they constrain how humans must behave when using AI systems.

Software engineer Susam Pal published the framework on [January 12, 2026](https://susam.net/inverse-laws-of-robotics.html): (1) Humans must not anthropomorphize AI systems; (2) Humans must not blindly trust AI output; (3) Humans must remain fully responsible for consequences arising from AI use. The essay circulated quietly until May 5, 2026, when a Hacker News resubmission hit 493 points and 328 comments.

## Example

Pal's language test illustrates Law 1: instead of "I asked ChatGPT" say "I queried ChatGPT"; instead of "Claude said" say "The output from Claude indicates." The phrasing shift is small but trains users to treat AI as a tool, not an authority.

## Analogy

Think of them as the safety instructions on a power tool — not rules for the tool, rules for the operator.

## Why it's emerging now

Growing enterprise deployment of agentic AI systems has made human accountability a first-order concern. Pal's three-law framework went viral on Hacker News on May 5, 2026 (493 pts, 328 comments) — four months after initial publication — as practitioners look for simple mental models for responsible AI use that don't require new regulation.

## Related terms

- *parent:* Asimov's Three Laws of Robotics
- *related:* ai-psychosis
- *related:* ai-slop
- *related:* agentic-ai
- *related:* agent-traps
- *parent:* responsible AI
- *related:* human-in-the-loop
- *parent:* AI accountability
- *related:* intelligence-age
- *related:* deep-research

## Sources

1. [Susam Pal — Three Inverse Laws of AI and Robotics (primary essay, Jan 12, 2026)](https://susam.net/inverse-laws-of-robotics.html)
2. [Hacker News — Three Inverse Laws of AI (May 5, 2026 viral thread: 493 pts, 328 comments)](https://news.ycombinator.com/item?id=48023861)
3. [Hacker News — Inverse Laws of Robotics (original Jan 12, 2026 submission: 5 points)](https://news.ycombinator.com/item?id=46590311)
4. [jutty.dev — Three Inverse Laws of Robotics (Jan 20, 2026 secondary coverage)](https://blog.jutty.dev/links/susam-inverse-laws-of-robotics/)
5. [Susam Pal — All Pages (confirms Jan 12, 2026 publication date)](https://susam.net/pages.html)

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