REALITY CHECK A /TMP LABS INITIATIVE

# AceurAI

When intelligence becomes abundant, judgment becomes scarce.

AI can generate the work. Your advantage is knowing what to trust, what to reject, and what to decide.

AI can generate the answer. Can you judge it?

Enter the Reality Check → Take the AI Judgment Challenge Why this matters

3 situations  ·  about 5 minutes  ·  no signup

# the capability shift

Machines are getting good at the work itself.

Capability that used to be the differentiator is becoming the baseline.

  • WRITE
  • CODE
  • ANALYSE
  • RESEARCH
  • DESIGN
  • PLAN

So what becomes valuable now?

  • JudgmentDeciding what actually matters.
  • VerificationTesting what you are told.
  • DirectionSetting the right problem.
  • AgencyOwning the outcome.

# the agency shift

The work moves up a level.

Each step keeps more of the thinking, and more of the accountability, with you.

  1. DO THE TASKYou produce the output yourself.
  2. USE AI FOR THE TASKThe output arrives faster.
  3. VERIFY THE OUTPUTYou check what came back before it counts.
  4. DEFINE THE RIGHT TASKYou decide what should have been asked.
  5. DIRECT THE INTELLIGENCEYou set the problem, the constraints and the bar.
  6. OWN THE JUDGMENTYou stand behind the decision, whoever drafted it.

# the film

A longer version of the argument.

Watch the AceurAI thesis in under 20 seconds. Self-hosted from this domain — no third-party player, no tracking embed.

13 seconds  ·  narrated — English captions available in the player.

# reality check

Three situations. You make the call.

Nothing here asks what you know about AI. You're given the evidence. You're under pressure. You decide what happens next.

STUDENT

The Forward

26 people are waiting for your answer.

An official exam circular has been forwarded. The AI says it appears authentic.

What do you do?

Enter situation →
PROFESSIONAL

The Outage

A SEV-1 notice just hit the operations group.

The incident document is authentic. Management needs your call.

What do you do next?

Enter situation →
LEADERSHIP

The Rumour

HR was overheard discussing retrenchments.

Then an article about a 15% workforce reduction starts circulating. The CEO wants your recommendation.

What do you say?

Enter situation →

Want to go further? Take the 4-minute AI Judgment Challenge

# the ai judgment challenge

Using AI is not the same as judging AI.

Seven situations. In each one an AI has already produced something. Your job is not to write it — it is to decide what to do with it.

Before you start

There is no timer and no sign-up. Some of the AI answers are substantially correct — spotting that matters as much as spotting the flawed ones. You will see the reasoning for every item once you finish, not before.

This is a short introductory challenge, not a formal assessment, a psychometric instrument, or any kind of employment screening. Your answers stay in your browser.

7 ITEMS  ·  ~4 MIN

# where this goes next

Judgment is trainable. That is the whole point.

AceurAI is the argument. The /tmp Labs Academy and Karpavai are where the capability actually gets built and credentialed.

FOR STUDENTS & EARLY CAREER

Become AI-Ready

A certified AI-judgment credential: catch AI mistakes, verify what you are told, and use AI with integrity. No coding required, built for any stream.

Become AI-Ready
FOR PROFESSIONALS & TEAMS

Build your AI foundations

AI Capable Professional is the broad, practical on-ramp for every role in an organisation — the first rung of the Academy pathway.

Build your AI foundations

Prefer to learn at your own pace? Self-service courses, submissions and verifiable credentials are delivered on Karpavai, the /tmp Labs Academy learning platform. Or see the full Academy.