Pace or Pause.
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Full Record

Helen Toner

AI policy researcher

Current position

PACE

Advocates frontier development governed by safety and assurance thresholds, taking as much time as needed to meet them rather than following a fixed timetable. Supports pausing particular training programs when safety confidence is inadequate, including OpenAI’s 2026 pauses; this is not a blanket fixed-duration halt on all AI. [1][2][3]

Initial statement. Initial reviewed assessment of the available evidence through October 20, 2026.

Source [1] · X post

Safety and assurance before frontier progression

Really good to see this. IMO this ⬇️ is by far the best way to think about "pacing the frontier"—not as some fixed amount of time (e.g. "six month pause" or "go 10% slower"), but simply making sure that enough time is taken to meet a reasonable safety/assurance bar. If all parties do that—whether by choice or because they have to—then there you have it, the frontier has been paced.

Source context. Approving Max Zeff report of OpenAI development held until new security, alignment and monitoring requirements are met; says fixed six-month pause or percentage slowdown is not her preferred framing. Applies to all parties by choice or obligation.

Scope
Frontier development across parties, with a specific OpenAI hold
Conditions
As much time as needed to meet safety and assurance requirements; not a fixed six-month or percentage slowdown.
Stated rationale
Safety and assurance rather than a predetermined timetable.
Source details

primary · Independently read original post plus visible replies in authenticated Brave during October 20 research. Grok discovered same post but omitted emoji in its longer excerpt; only the exact independently observed short excerpt is used.

Discovered 20 Oct 2026.

Accessed 20 Oct 2026.

Source [2] · X post

Install an option to slow

Some people describing this as a call to slow down, but it's more interesting than that! 1000+ AI lab employees saying they don't know how to slow down even if they wanted to. "The world should have the option"->"we should install some brakes." Rn there's only a gas pedal. x.com/ZeffMax/status…

Source context. Distinguishes a request for the option to slow from a present slowdown. Quoted Max Zeff letter summary not wholesale attribution; own followup discusses why unilateral stopping feels unavailable to CEOs.

Scope
Capability to slow frontier development
Conditions
An option to slow is not a demand to slow immediately.
Stated rationale
No additional rationale stated in the excerpt.
Source details

primary · Independently read original and visible author replies in authenticated Brave during October 20 research.

Discovered 20 Oct 2026.

Accessed 20 Oct 2026.

Source [3] · Interview transcript

OpenAI pauses testing and training

Published

“…which I think is a good decision on their part.”

First substantive Toner answer after Inskeep asks about paused testing/training and delayed release · View original source ↗

Source context. Approves taking more time after reduced confidence in controlled testing. Later advocates frontier-targeted disclosure and independent auditing, avoiding rules burdening smaller firms.

Scope
OpenAI paused testing and training programs
Conditions
Safety confidence must be adequate; no blanket sector halt is endorsed.
Stated rationale
Reduced confidence that testing and training remain controlled.
Source details

primary · Original NPR page transcript independently read in Brave. Web fetch restricted but ordinary browser accessible. Audio not separately listened to; transcript warns it may be revised.

Discovered 20 Oct 2026.

Accessed 20 Oct 2026.

Editorial assessment. Her August18 own post explicitly endorses a development-permission constraint, not merely evaluation or generic regulation. July30 distinguishes installing the option to slow from demanding an immediate slowdown. September29 endorses a concrete pause, consistent with gated development. Pace best represents the general policy, retaining the particular closed-gate Pause endorsement prominently. She approves actual OpenAI training suspensions. This remains a scoped Pause exception, not overwritten as a mere contingency. Her general prescription nevertheless is a safety-bar-governed frontier rather than a demand for every lab to suspend now.

Assessment reviewed

How we assess positions ↗