Paradigm News

A set of radical beliefs that do not fit on a strict left/right paradigm

Wrongful delay or deny insurance claims

An attempt to terrorize people into bringing down the system of private insurance in the United States

An attempt to change the incentive structure present at the CEO level of UHC and similar companies

Chronic Back Pain

Mental illness

Fame

Radical Leftism

Assassin suffered a personal tragedy at the hands of UnitedHealthcare

Zizian Murder Cult member

Business

Manipulation of the share price of UnitedHealth Inc for profit.

Genetic predisposition (Italian)

Targeted hit/contract killing

brainwashed right wing anti-vax lunatic

Personal conflict with CEO

J. Something 'just works' on the order of eg: train a predictive/imitative/generative AI on a human-generated dataset, and RLHF her to be unfailingly nice, generous to weaker entities, and determined to make the cosmos a lovely place.

K. Somebody discovers a new AI paradigm that's powerful enough and matures fast enough to beat deep learning to the punch, and the new paradigm is much much more alignable than giant inscrutable matrices of floating-point numbers.

C. Solving prosaic alignment on the first critical try is not as difficult, nor as dangerous, nor taking as much extra time, as Yudkowsky predicts; whatever effort is put forth by the leading coalition works inside of their lead time.

M. "We'll make the AI do our AI alignment homework" just works as a plan. (Eg the helping AI doesn't need to be smart enough to be deadly; the alignment proposals that most impress human judges are honest and truthful and successful.)

Something wonderful happens that isn't well-described by any option listed. (The semantics of this option may change if other options are added.)

A. Humanity successfully coordinates worldwide to prevent the creation of powerful AGIs for long enough to develop human intelligence augmentation, uploading, or some other pathway into transcending humanity's window of fragility.

B. Humanity puts forth a tremendous effort, and delays AI for long enough, and puts enough desperate work into alignment, that alignment gets solved first.

G. It's impossible/improbable for something sufficiently smarter and more capable than modern humanity to be created, that it can just do whatever without needing humans to cooperate; nor does it successfully cheat/trick us.

I. The tech path to AGI superintelligence is naturally slow enough and gradual enough, that world-destroyingly-critical alignment problems never appear faster than previous discoveries generalize to allow safe further experimentation.

O. Early applications of AI/AGI drastically increase human civilization's sanity and coordination ability; enabling humanity to solve alignment, or slow down further descent into AGI, etc. (Not in principle mutex with all other answers.)

E. Whatever strange motivations end up inside an unalignable AGI, or the internal slice through that AGI which codes its successor, they max out at a universe full of cheerful qualia-bearing life and an okay outcome for existing humans.

D. Early powerful AGIs realize that they wouldn't be able to align their own future selves/successors if their intelligence got raised further, and work honestly with humans on solving the problem in a way acceptable to both factions.

H. Many competing AGIs form an equilibrium whereby no faction is allowed to get too powerful, and humanity is part of this equilibrium and survives and gets a big chunk of cosmic pie.

L. Earth's present civilization crashes before powerful AGI, and the next civilization that rises is wiser and better at ops. (Exception to 'okay' as defined originally, will be said to count as 'okay' even if many current humans die.)

F. Somebody pulls off a hat trick involving blah blah acausal blah blah simulations blah blah, or other amazingly clever idea, which leads an AGI to put the reachable galaxies to good use despite that AGI not being otherwise alignable.

N. A crash project at augmenting human intelligence via neurotech, training mentats via neurofeedback, etc, produces people who can solve alignment before it's too late, despite Earth civ not slowing AI down much.

If you write an argument that breaks down the 'okay outcomes' into lots of distinct categories, without breaking down internal conjuncts and so on, Reality is very impressed with how disjunctive this sounds and allocates more probability.

NO

Coding agents will close the loop

Coding agents will flip the initiative

“Live learning” will be standard

The multi-agent paradigm will win

The specific model will not matter as much as today; the network of agents will be important

Recursively improving coding agents will succeed in the market

Brakes hit

Capability limit in AI

Huge alignment effort

New AI paradigm

Slow and gradual capability gains in AI

Enhancing human minds and/or society

Major capability limit in AI

Non-AI tech

Alignment relatively easy

Brakes not hit

Alignment unnecessary

Well-behaved AI with bad ends

NO

YES

YES

NO

Q1/Q2 '26

Q3/Q4 '25

Q3/Q4 '26

Q1/Q2 '27

Q1/Q2 '25

Q3/Q4 '27

YES

YES