
David Sacks
@DavidSacks on XBuild, compete and hold companies liable for unsafe products.
How will AI change the world?
Across: his expressed DoomâBloom outlook. Up: scale of transformation.
DoomâBloom: 77 out of 100. Scale of transformation: 61 out of 100. Interpretation ranges: 75 to 77 horizontally, 48 to 77 vertically. These are interpretation coordinates, not event probabilities.
â8%
Inferred from his broader worldview and priorities. Approximate interpretation range: 0â45%. Applies to the outcome and conditions in his simulated answers; this is an inferred percentage.
No milestone timing was established. Dates, ânot sure,â âpossibly never,â and dependencies can all appear here when expressed.
Grouped by milestone, not spaced or ordered by inferred dates. AGI and superhuman AI retain his definitions.
A central assumption
AI will have enormous impact precisely because it is becoming a general-purpose competitive tool: companies can build products, defenders can counter cyberattacks, and new entrants can challenge established players.
Answer 2
If this assumption turned out differently, how would his outlook change?
What could change their mind
A demonstrated technical risk that competition, liability and defensive AI could not containâand that reliably worsened with broader accessâwould change my view most.
Answer 3
What evidence would be enough, and in which direction would it move his view?
More details
Several readings remain plausible: Transformative, broadly valuable gains are expected. / Substantial benefits are expected, with important conditions or distribution limits.
86 / 100
Interpretation range 67 to 100 on the qualitative scale.
Manageable or localized harms are expected.
33 / 100
Interpretation range 33 to 33 on the qualitative scale.
Reasoning, consideration of alternatives, and handling of uncertainty in his simulated answers. This describes the simulated answers, not the real personâs intelligence or opinions.
94 / 100
Interpretation range 86 to 100 on the qualitative scale.
Human choices can substantially redirect the AI trajectory.
70 / 100
Interpretation range 40 to 100 on the qualitative scale.
Restrict the AI uses discussed until prior protections or permission are in place.
Simulated position: Allow the AI uses discussed with targeted accountability and protections.
Minimize restrictions on the AI uses discussed.
Restrict access to powerful AI.
Allow access subject to capability or use restrictions.
Simulated position: Favor broad or open access to powerful AI.
These interpretations keep his stated conditions. Benefits and harms can both be substantial. The ranges describe how we read his simulated answers, not statistical confidence intervals.
Simulated Assessment
Sources
Articles, interviews, and writings used to ground this simulated persona.



