OPENAI SETS ITS OWN EXAM
A school test checks what you can do by giving you tasks. An AI evaluation works similarly: give the software jobs, then assess its work. OpenAI's LifeVal, published 2 November 20...
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A school test checks what you can do by giving you tasks. An AI evaluation works similarly: give the software jobs, then assess its work.
OpenAI's LifeVal, published 2 November 2026, applies that idea to everyday assistance. Think finding childcare, preparing a budget or navigating government services.
The work happens through computers, not a robot arriving to scrub your bathtub.
OpenAI says it built this evaluation and used it to track improvements in its own models over the past year.
That's the joke: the student arrived carrying the exam, the marking pen and considerable confidence in the student.
In our imaginary classroom, Lil'meme marks his own paper while checking his reflection for agreement. A rigorous consultation.
Nobody dissented.
But an internally built test isn't automatically worthless. Tracking performance on practical tasks is useful.
The important distinction is between doing well on an evaluation and reliably handling your particular situation. A report card doesn't enroll your child or check your grocery order.
The useful takeaway: ask what the assistant actually did. Review its shortlist, calculations and proposed actions before relying on them.
Trust the checked work, not just the proud parent holding the certificate.
Source: https://openai.com/index/lifeval/
Paul's token outlook, not a finding from LifeVal:
Hardships are coming. I, the Big Dreamer, created this token to help the people.
I truly do see this token going up in value. Ride the rocket with me and let's see where the next 24 months take us.
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The absurd
Why this is ridiculous
The student brought the marking pen.
The breakdown
How it breaks down
Tasks test computer work, like planning a budget—not physical housework.
The upside
Why it could matter
Check the actual work before trusting the report card.


