Drake Thomas's Shortform

post by Drake Thomas (RavenclawPrefect) · 2024-10-23T16:49:30.979Z · LW · GW · 32 comments

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32 comments

32 comments

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comment by Drake Thomas (RavenclawPrefect) · 2025-01-09T06:06:12.601Z · LW(p) · GW(p)

(TLDR: Recent Cochrane review says zinc lozenges shave 0.5 to 4 days off of cold duration with low confidence, middling results for other endpoints. Some reason to think good lozenges are better than this.)

There's a 2024 Cochrane review on zinc lozenges for colds that's come out since LessWrong posts on the topic from 2019 [LW · GW], 2020 [LW · GW], and 2021 [LW · GW]. 34 studies, 17 of which are lozenges, 9/17 are gluconate and I assume most of the rest are acetate but they don't say. Not on sci-hub or Anna's Archive, so I'm just going off the abstract and summary here; would love a PDF if anyone has one.

  • Dosing ranged between 45 and 276 mg/day, which lines up with 3-15 18mg lozenges per day: basically in the same ballpark as the recommendation on Life Extension's acetate lozenges (the rationalist favorite).
  • Evidence for prevention is weak (partly bc fewer studies): they looked at risk of developing cold, rate of colds during followup, duration conditional on getting a cold, and global symptom severity. All but the last had CIs just barely overlapping "no effect" but leaning in the efficacious direction; even the optimistic ends of the CIs don't seem great, though.
  • Evidence for treatment is OK: "there may be a reduction in the mean duration of the cold in days (MD ‐2.37, 95% CI ‐4.21 to ‐0.53; I² = 97%; 8 studies, 972 participants; low‐certainty evidence)". P(cold at end of followup) and global symptom severity look like basically noise and have few studies.

 

My not very informed takes:

  • On the model of the podcast in the 2019 post, I should expect several of these studies to be using treatments I think are less or not at all efficacious, be less surprised by study-to-study variation, and increase my estimate of the effect size of using zinc acetate lozenges compared to anything else. Also maybe I worry that some of these studies didn't start zinc early enough? Ideally I could get the full PDF and they'll just have a table of (study, intervention type, effect size).
  • Even with the caveats around some methods of absorption being worse than others, this seems rough for a theory in which zinc acetate taken early completely obliterates colds - the prevention numbers just don't look very good. (But maybe the prevention studies all used bad zinc?)
  • I don't know what baseline cold duration is, but assuming it's something like a week, this lines up pretty well with the 33% decrease (40% for acetate) seen in this meta-analysis from 2013 if we assume effect sizes are dragged down by worse forms of zinc in the 2024 review.
    • But note these two reviews are probably looking at many of the same studies, so that's more of an indication that nothing damning has come out since 2013 rather than an independent datapoint.
  • My current best guess for the efficacy of zinc acetate lozenges at 18mg every two waking hours from onset of any symptoms, as measured by "expected decrease in integral of cold symptom disutility", is:
    • 15% demolishes colds, like 0.2x disutility
    • 25% helps a lot, like 0.5x disutility
    • 35% helps some (or helps lots but only for a small subset of people or cases), like 0.75x disutility
    • 25% negligible difference from placebo

I woke up at 2am this morning with my throat feeling bad, started taking Life Extension peppermint flavored 18mg zinc acetate lozenges at noon, expecting to take 5ish lozenges per day for 3 days or while symptoms are worsening. My most recent cold before this was about 6 days: [mild throat tingle, bad, worse, bad, fair bit better, nearly symptomless, symptomless]. I'll follow up about how it goes!

Replies from: RavenclawPrefect, MichaelDickens, pktechgirl, Linda Linsefors, matolcsid, maxwell-peterson, stavros, skluug, Hzn
comment by Drake Thomas (RavenclawPrefect) · 2025-01-11T18:43:41.062Z · LW(p) · GW(p)

Update: Got tested, turns out the thing I have is bacterial rather than viral (Haemophilius influenzae). Lines up with the zinc lozenges not really helping! If I remember to take zinc the next time I come down with a cold, I'll comment here again. 

comment by MichaelDickens · 2025-01-10T00:18:23.229Z · LW(p) · GW(p)

This is actually a crazy big effect size? Preventing ~10–50% of a cold for taking a few pills a day seems like a great deal to me.

Replies from: RavenclawPrefect
comment by Drake Thomas (RavenclawPrefect) · 2025-01-12T06:45:19.984Z · LW(p) · GW(p)

I agree, zinc lozenges seem like they're probably really worthwhile (even in the milder-benefit worlds)! My less-ecstatic tone is only relative to the promise of older lesswrong posts [LW · GW] that suggested it could basically solve all viral respiratory infections, but maybe I should have made the "but actually though, buy some zinc lozenges" takeaway more explicit. 

comment by Elizabeth (pktechgirl) · 2025-01-10T01:46:49.863Z · LW(p) · GW(p)

David Maciver over on Twitter likes a zinc mouthwash, which presumably has a similar mechanism

comment by Linda Linsefors · 2025-01-17T23:08:41.212Z · LW(p) · GW(p)

Not on sci-hub or Anna's Archive, so I'm just going off the abstract and summary here; would love a PDF if anyone has one.

If you email the authors they will probably send you the full article.

comment by David Matolcsi (matolcsid) · 2025-01-17T06:21:31.987Z · LW(p) · GW(p)

Does anyone know of a not peppermint flavored zinc acetate lozenge? I really dislike peppermint, so I'm not sure it would be worth it to drink 5 peppermint flavored glasses of water a day to decrease the duration of cold with one day, and I haven't found other zinc acetate lozenge options yet, the acetate version seems to be rare among zing supplement. (Why?)

Replies from: RavenclawPrefect, lucie-philippon
comment by Drake Thomas (RavenclawPrefect) · 2025-01-21T17:36:28.875Z · LW(p) · GW(p)

Note that the lozenges dissolve slowly, so (bad news) you'd have the taste around for a while but (good news) it's really not a very strong peppermint flavor while it's in your mouth, and in my experience it doesn't really have much of the menthol-triggered cooling effect. My guess is that you would still find it unpleasant, but I think there's a decent chance you won't really mind. I don't know of other zinc acetate brands, but I haven't looked carefully; as of 2019 the claim on this podcast was that only Life Extension brand are any good.

comment by Lucie Philippon (lucie-philippon) · 2025-01-21T09:54:20.509Z · LW(p) · GW(p)

Earlier discussion on LW on zinc lozenges effectiveness mentioned that other flavorings which make it taste nice actually prevent the zinc effect.

From this comment [LW(p) · GW(p)] by philh (quite a chain of quotes haha):

According to a podcast that seemed like the host knew what he was talking about, you also need the lozenges to not contain any additional ingredients that might make them taste nice, like vitamin C. (If it tastes nice, the zinc isn’t binding in the right place. Bad taste doesn’t mean it’s working, but good taste means it’s not.) As of a few years ago, that brand of lozenge was apparently the only one on the market that would work. More info: https://www.lesswrong.com/posts/un2fgBad4uqqwm9sH/is-this-info-on-zinc-lozenges-accurate [LW · GW]

That's why the peppermint zinc acetate lozenge from Life Extension is the recommended one. So your only other option might be somehow finding unflavored zinc lozenges, which might taste even worse? Not sure where that might be available

comment by Maxwell Peterson (maxwell-peterson) · 2025-01-10T18:07:38.321Z · LW(p) · GW(p)

Thanks for putting this together!


I have a vague memory of a post saying that taking zinc early, while virus was replicating in the upper respiratory tract, was much more important than taking it later, because later it would have spread all over the body and thus the zinc can’t get to it, or something like this. So I tend to take a couple early on then stop. But it sounds like you don’t consider that difference important. 

Is it your current (Not asking you to do more research!) impression that it’s useful to take zinc throughout the illness?

Replies from: RavenclawPrefect
comment by Drake Thomas (RavenclawPrefect) · 2025-01-10T19:19:48.309Z · LW(p) · GW(p)

My impression is that since zinc inhibits viral replication, it's most useful in the regime where viral populations are still growing and your body hasn't figured out how to beat the virus yet. So getting started ASAP is good, but it's likely helpful for the first 2-3 days of the illness.

An important part of the model here that I don't understand yet is how your body's immune response varies as a function of viral populations - e.g. two models you could have are 

  1. As soon as any immune cell in your body has ever seen a virus, a fixed scale-up of immune response begins, and you're sick until that scale-up exceeds viral populations.
  2. Immune response progress is proportional to current viral population, and you get better as soon as total progress crosses some threshold.

If we simplistically assume* that badness of cold = current viral population, then in world 1 you're really happy to take zinc as soon as you have just a bit of virus and will get better quickly without ever being very sick. In world 2, the zinc has no effect at all on total badness experienced, it just affects the duration over which you experience that badness.

*this is false, tbc - I think you generally keep having symptoms a while after viral load becomes very low, because a lot of symptoms are from immune response rather than the virus itself.

Replies from: maxwell-peterson
comment by stavros · 2025-01-10T11:51:52.308Z · LW(p) · GW(p)

I woke up this morning thinking 'would be nice to have a concise source for the whole zinc/colds thing'. This is amazing.

I help run an EA coliving space, so I started doing some napkin math on how many sick days you'll be saving our community over the next year. Then vaguely extrapolated to the broader lesswrong audience who'll read your post and be convinced/reminded to take zinc (and given decent guidance for how to use it effectively).

I'd guess at minimum you've saved dozens of days over the next year by writing this post. That's pretty cool. Thankyou <3

comment by Joey KL (skluug) · 2025-01-12T21:23:04.690Z · LW(p) · GW(p)

I ordered some of the Life Extension lozenges you said you were using; they are very large and take a long time to dissolve. It's not super unpleasant or anything, I'm just wondering if you would count this against them?

Replies from: RavenclawPrefect
comment by Drake Thomas (RavenclawPrefect) · 2025-01-12T21:30:38.158Z · LW(p) · GW(p)

On my model of what's going on, you probably want the lozenges to spend a while dissolving, so that you have fairly continuous exposure of throat and nasal tissue to the zinc ions. I find that they taste bad and astringent if I actively suck on them but are pretty unobtrusive if they just gradually dissolve over an hour or two (sounds like you had a similar experience). I sometimes cut the lozenges in half and let each half dissolve so that they fit into my mouth more easily, you might want to give that a try?

Replies from: skluug
comment by Joey KL (skluug) · 2025-01-12T21:56:16.370Z · LW(p) · GW(p)

Interesting, I can see why that would be a feature. I don't mind the taste at all actually. Before, I had some of their smaller citrus flavored kind, and they dissolved super quick and made me a little nauseous. I can see these ones being better in that respect. 

comment by Hzn · 2025-01-10T04:46:28.355Z · LW(p) · GW(p)

Do you have any thoughts on mechanism & whether prevention is actually worse independent of inconvenience?

Replies from: RavenclawPrefect
comment by Drake Thomas (RavenclawPrefect) · 2025-01-10T09:05:24.867Z · LW(p) · GW(p)

The 2019 LW post [LW · GW] discusses a podcast which talks a lot about gears-y models and proposed mechanisms; as I understand it, the high level "zinc ions inhibit viral replication" model is fairly well accepted, but some of the details around which brands are best aren't as well-attested elsewhere in the literature. For instance, many of these studies don't use zinc acetate, which this podcast would suggest is best. (To its credit, the 2013 meta-analysis does find that acetate is (nonsignificantly) better than gluconate, though not radically so.)

comment by Drake Thomas (RavenclawPrefect) · 2024-10-23T16:49:31.357Z · LW(p) · GW(p)

I work on a capabilities team at Anthropic, and in the course of deciding to take this job I've spent[1] a while thinking about whether that's good for the world and which kinds of observations could update me up or down about it. This is an open offer to chat with anyone else trying to figure out questions of working on capability-advancing work at a frontier lab! I can be reached at "graham's number is big" sans spaces at gmail.

  1. ^

    and still spend - I'd like to have Joseph Rotblat's virtue of noticing when one's former reasoning for working on a project changes.

Replies from: carl-feynman, ryan_greenblatt, AAA
comment by Carl Feynman (carl-feynman) · 2024-10-23T21:15:47.708Z · LW(p) · GW(p)

I’m not “trying to figure out” whether to work on capabilities, having already decided I’ve figured it out and given up such work.  Are you interested in talking about this to someone like me?  I can’t tell whether you want to restrict discussion to people who are still in the figuring out stage.  Not that there’s anything wrong with that, mind you.

Replies from: RavenclawPrefect
comment by Drake Thomas (RavenclawPrefect) · 2024-10-24T00:21:43.494Z · LW(p) · GW(p)

I think my original comment was ambiguous - I also consider myself to have mostly figured it out, in that I thought through these considerations pretty extensively before joining and am in a "monitoring for new considerations or evidence or events that might affect my assessment" state rather than a "just now orienting to the question" state. I'd expect to be most useful to people in shoes similar to my past self (deciding whether to apply or accept an offer) but am pretty happy to talk to anyone, including eg people who are confident I'm wrong and want to convince me otherwise.

Replies from: carl-feynman
comment by Carl Feynman (carl-feynman) · 2024-10-25T21:16:30.438Z · LW(p) · GW(p)

Thanks for clearing that up.  It sounds like we’re thinking along very similar lines, but that I came to a decision to stop earlier.  From a position inside one of major AI labs, you’ll be positioned to more correctly perceive when the risks start outweighing the benefits.  I was perceiving events more remotely from over here in Boston, and from inside a company that uses AI as a one of a number of tools, not as the main product.

I’ve been aware of the danger of superintelligence since the turn of the century, and I did my “just now orienting to the question” back in the early 2000s.  I decided that it was way too early to stop working on AI back then, and I should just  “monitor for new considerations or evidence or events.”  Then in 2022, Sydney/Bing came along, and it was of near-human intelligence, and aggressively misaligned, despite the best efforts of its creators.  I decided that was close enough to dangerous AI that it was time to stop working on such things.  In retrospect I could have kept working safely in AI for another couple of years, i.e. until today.  But I decided to pursue the “death with dignity” strategy: if it all goes wrong, at least you can’t blame me.  Fortunately my employers were agreeable to have me pivot away from AI; there’s plenty of other work to be done.

comment by ryan_greenblatt · 2024-10-23T18:06:10.986Z · LW(p) · GW(p)

Isn't the most relevant question whether it is the best choice for you? (Taking into account your objectives which are (mostly?) altruistic.)

I'd guess having you work on capabilities at Anthropic is net good for the world[1], but probably isn't your best choice long run and plausibly isn't your best choice right now. (I don't have a good understanding of your alternatives.)

My current view is that working on capabilites at Anthropic is a good idea for people who are mostly altruistically motivated if and only if that person is very comparatively advantaged at doing capabilies at Anthropic relative to other similarly altruistically motivated people. (Maybe if they are in the top 20% or 10% of comparatively advantage among this group of similarly motivated people.)


  1. Because I think Anthropic being more powerful/successful is good, the experience you'd gain is good, and the influence is net positive. And these factors are larger than the negative externalities on advacing AI for other actors. ↩︎

Replies from: Raemon, RavenclawPrefect, None
comment by Raemon · 2024-10-23T18:31:06.269Z · LW(p) · GW(p)

The way I'd think about this: You should have at least 3 good plans for what you would do that you really believe in, and at least one of them should be significantly different from what you are currently doing. I find this really valuable for avoiding accidental inertia, motivated reasoning, or just regular ol' tunnel vision.

I remain fairly confused about Anthropic despite having thought about it a lot, but in my experience "have two alternate plans you really believe in" is a sort of necessary step for thinking clearly about one's mainline plan.

comment by Drake Thomas (RavenclawPrefect) · 2024-10-23T19:38:00.792Z · LW(p) · GW(p)

Yeah, I agree that you should care about more than just the sign bit. I tend to think the magnitude of effects of such work is large enough that "positive sign" often is enough information to decide that it dominates many alternatives, though certainly not all of them. (I also have some kind of virtue-ethical sensitivity to the zero point of the impacts of my direct work, even if second-order effects like skill building or intra-lab influence might make things look robustly good from a consequentialist POV.)

The offer of the parent comment is more narrowly scoped, because I don't think I'm especially well suited to evaluate someone else's comparative advantages but do have helpful things to say on the tradeoffs of that particular career choice. Definitely don't mean to suggest that people (including myself) should take on capability-focused roles iff they're net good!

I did think a fair bit about comparative advantage and the space of alternatives when deciding to accept my offer; I've put much less work into exploration since then, arguably too much less (eg I suspect I don't quite meet Raemon's bar). Generally happy to get randomly pitched on things, I suppose! 

Replies from: ryan_greenblatt
comment by ryan_greenblatt · 2024-10-23T21:52:54.638Z · LW(p) · GW(p)

the magnitude of effects of such work is large enough that "positive sign" often is enough information to decide that it dominates many alternatives, though certainly not all of them

FWIW, my guess is that this is technically true if you mean something broad by "many alternatives", but if you mean something like "the best several alternatives that you would think of if you spent a few days thinking about it and talking to people" then I would disagree.

comment by [deleted] · 2024-10-23T18:27:46.757Z · LW(p) · GW(p)

@Drake Thomas [LW · GW] are you interested in talking about other opportunities that might be better for the world than your current position (and meet other preferences of yours)? Or are you primarily interested in the "is my current position net positive or net negative for the world" question?

Replies from: RavenclawPrefect
comment by Drake Thomas (RavenclawPrefect) · 2024-10-23T20:11:35.530Z · LW(p) · GW(p)

See my reply to Ryan - I'm primarily interested in offering advice on something like that question since I think it's where I have unusually helpful thoughts, I don't mean to imply that this is the only question that matters in making these sorts of decisions! Feel free to message me if you have pitches for other projects you think would be better for the world.

Replies from: ryan_greenblatt
comment by ryan_greenblatt · 2024-10-23T21:55:03.257Z · LW(p) · GW(p)

Gotcha, I interpreted your comment as implying you were interested in trying to improve your views on the topic in collaboration with someone else (who is also interested in improving their views on the topic).

So I thought it was relevant to point out that people should probably mostly care about a different question.

Replies from: Raemon
comment by Raemon · 2024-10-24T18:19:04.160Z · LW(p) · GW(p)

(I also failed to interpret the OP correctly, although I might have been primed by Ryan's comment. Whoops)

comment by yc (AAA) · 2024-10-23T20:04:16.852Z · LW(p) · GW(p)

Just saw the OP replied in another comment that he is offering advice.

comment by Drake Thomas (RavenclawPrefect) · 2025-01-12T06:39:18.290Z · LW(p) · GW(p)

I liked this post [LW · GW], but I think there's a good chance that the future doesn't end up looking like a central example of either "a single human seizes power" or "a single rogue AI seizes power". Some other possible futures:

  • Control over the future by a group of humans, like "the US government" or "the shareholders of an AI lab" or "direct democracy over all humans who existed in 2029"
  • Takeover via an AI that a specific human crafted to do a good job at enacting that human's values in particular, but which the human has no further steering power over
  • Lots of different actors (both human and AI) respecting one another's property rights and pursuing goals within negotiated regions of spacetime, with no one actor having power over the majority of available resources
  • A governance structure which nominally leaves particular humans in charge, and which the AIs involved are rule-abiding enough to respect, but in which things are sufficiently complicated and beyond human understanding that most decisions lack meaningful human oversight [LW · GW].
  • A future in which one human has extremely large amounts of power, but they acquired that power via trade and consensual agreements through their immense (ASI-derived) material wealth rather than via the sorts of coercive actions we tend to imagine with words like "takeover".
  • A singleton ASI is in decisive control of the future, and among its values are a strong commitment to listen to human input and behave according to its understanding of collective human preferences, though maybe not its single overriding concern.

I'd be pretty excited to see more attempts at comparing these kinds of scenarios for plausibility and for how well the world might go conditional on their occurrence. 

(I think it's fairly likely that lots of these scenarios will eventually converge on something like the standard picture of one relatively coherent nonhuman agent doing vaguely consequentialist maximization across the universe, after sufficient negotiation and value-reflection and so on, but you might still care quite a lot about how the initial conditions shake out, and the dumbest AI capable of performing a takeover is probably very far from that limiting state.)