Jakob Nielsen called it:

By the end of 2026, AI will likely perform tasks that take a human 39 hours which is more than a full work week when you account for meetings and other non-task activities.

We find out by Dec 31, 2026. 126 days to go

Open

Jakob Nielsen: “By the end of 2026, AI will likely perform tasks that take a human 39 hours which is more than a full work week when you account for meetings and other non-task activities.

🔒 The test · locked Aug 28, 2026

MET if A published time-horizon evaluation (METR or equivalent methodology) reports a frontier AI model autonomously completing tasks that require at least 39 hours of human expert time. Human-assisted or multi-step human-in-the-loop workflows do not count at any point, before 2026-12-31 23:59 (UTC).

Settles by documented review of public evidence against these locked criteria; the reviewer is named and the reasoning published.

Test details
Settled byevidence
Window2026-01-13 2026-12-31
TimezoneUTC
Data vintagelatest_revision
Min source tier2
Contract hash0xf982e8fe…c758f8
Full resolution criteria

Settled true if, on or before 2026-12-31, METR (or an equivalent published time-horizon evaluation) reports a frontier AI model able to autonomously complete tasks requiring at least 39 hours of human expert time. Otherwise false.

Quote verified against the source

Jakob NielsenJakob Nielsen on UX (Substack)Said Jan 13, 2026Added to Thonest Aug 28, 2026Anchored Aug 28, 2026

Added by Thonest from a public source. The person quoted did not submit, approve, or endorse this record; the wording is verified against the source itself.

Read the original on Substack

Reactions are about the record being worth keeping — never about whether the person was right. They are never counted for or against anyone, and never used to rank anything.

Discussion

Loading…

Prediction 1 ('Accelerating Relentless Change') in Nielsen's annual list of 18 predictions for 2026, extrapolating METR's AI task-duration horizon data.

History — append-only

2026-08-28
Recorded · Recorded and locked from the original source

Proof

Evidence hash0x64e3607b…4e0a24
Source snapshot
Record fingerprint0x64e3607bf11863d3743d2720a36b4ff79bd89bd4368bb8a378c9764aa34e0a24
Proof path
2 hashes from this record to the anchored root
  1. 0x2307a94820c51b9030656ee3d143b3732677e38f5412a9efd100d7712d520fcc
  2. 0x78fa2a05830c0a6ecf76f287272ce7cb2b15de4fbae46889fcc0f8b7ec2603a3
Merkle root0x68fe02b8ba2a0b25f540f570284735fbe47096874bfdff8794b4642f5b941e72
batch #91 manifest · 4 entries
Registry0x3d74d9e2f0f4c741fc49b34cc119b6db0cef47c0 · entry #95
the contract refuses any batch that doesn’t follow the previous one, and has no function to edit or delete one — including for us
Anchored onchainbase-mainnet · Aug 28, 2026
0xd3786fd9…dfb8b9 on block explorer
Quote checkThe quote appears verbatim in the response the platform returned.
Platform capture0xc1315072c994af9825d1f72d7ffee4c3022ad6ad19e233d3f52861da6e8b838e
view the canonical capture · the page as served to us, kept verbatim and covered by the evidence hash

✓ The anchored proof cannot be rewritten, and the published record is append-only by default. Everything that happened afterward is in the history above — corrections are appended, never silently edited in.

Verify this record yourself

The check runs in your browser and reads the anchored root straight from a public Base node — not from Thonest. How this works.

Disputes

No disputes have been filed. If something here is wrong — a misquote, a wrong date, a misattributed source — say so and it gets answered on the record. How disputes work.

Related

METRAI task-duration horizon
Jakob Nielsen: “By the end of 2026, AI will likely perform tasks that take a human…” — Thonest