#FridayPhysicsFun – Coolest fact I learned this week: under some conditions light-emitting diodes can be more than 100% efficient, and act as refrigerators.
Normally energy conversion introduces losses: there is a production of entropy turning high-quality energy (e.g. mechanical motion, electricity) into disordered low-quality (e.g. heat), and turning low-quality into high-quality is less efficient.
This is why normally any device promising more than 100% efficiency is fake. Thermodynamics does not allow it.
Except that LEDs, when run on a low voltage, can produce more light energy than they take from the electricity supply. What is going on?
journals.aps.org/prl/abstract/1…
LEDs work by electrons in the current meeting holes (absences of electrons); as they fall into them, they release light. More current, more holes meeting electrons, and more light (and heat, which tends to degrade the LED).
en.wikipedia.org/wiki/Light-emi…
If the LED is warm thermal excitations help electrical field generate luminescence by forming more electron-hole pairs than would otherwise have happened. Electrical work pumps heat into light, making the LED act as a small refrigerator!
physics.aps.org/articles/v5/s30
It is not a very effective refrigerator. But it does remove heat in the form of disordered light. Yes, light can transport heat, or rather, entropy. In efficiency calculations one needs to take all flows into account.

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More from @anderssandberg

Jul 2
There is an old Swedish rhyme about the cuckoo: "södergök är dödergök, västergök är bästergök, östergök är tröstergök och norrgök är sorggök."
Roughly: "south-cuckoo is death-cuckoo, west-cuckoo is best-cuckoo, east-cuckoo is consolation-cuckoo, north-cuckoo is grief-cuckoo".
If you take the rhyme seriously each cuckoo hence radiates a kind of field in cells, like a cellphone tower for superstition. It presumably declines as 1/d^2 with the sound intensity.
In a forest different cuckoos presumably generates a mixed random field as they move about. It is a bit unclear if they show constructive or destructive interference: maybe a west and a south cuckoo cancel, your enemies die, or you get a monkey's paw situation.
Read 4 tweets
Jul 1
#FridayPhysicsFun – I got a question today: are there pyroclastic flows from volcanoes elsewhere in the solar system?
Pyroclastic flows are the result of explosive volcanic eruptions, a mix of hot gas and volcanic matter hurtling downslope at potentially more than 100 km/h, burning and suffocating everything. Basically a landslide mixed with hot, dense gas and dust.
en.wikipedia.org/wiki/Pyroclast…
Why do landslides move in the first place? The Varnes classification suggests there are falls, topples, slides, spreads and flows.
geology.cz/projekt681900/…
onlinepubs.trb.org/Onlinepubs/sr/…
Read 16 tweets
Jun 29
I knew my youthful forays into ceremonial magic and neural networks would pay off eventually... But not simultaneously, for the same application.
I think the essay gets at something deep. We are not just being pre-scientific or pre-engineering with current prompt design ("ha ha, it's black magic"), but the domain has many similarities to magic because it draws on an overlapping source.
The Internet *is* the collective (un)conscious today. We have externalized it by putting enough data from ourselves there that we have a collective exoself with a collective unconscious defined as a statistical latent space.
Read 4 tweets
Apr 15
It is interesting that the same people who would strongly endorse "societal change without caring about quarterly revenue" in the abstract likely oppose these particular people doing it. Meandering🧵
There is often (1) an assumption about what values are embodied by non-revenue aims, and (2) the assumption that such change must be joint by a group rather than unilateral by an individual.
(1) is largely from a world-view that doesn’t recognize that people interested in acquiring money may have non-money goals too. This is just mistaken.
Read 17 tweets
Apr 8
This Monday, I explained in the FHI kitchen why my AGI timelines were long. Over the *past three days* they have shortend a fair bit.
It is not that I think PaLM, DALL-E 2 or Socratic models in themselves are huge steps towards AGI. It is that they demonstrate rapid improvement in three entirely different domains, looks like it can be generalised to a lot of tasks, and surprise "experts" like me.
The surprise part suggests that one cannot rule out early arrival given past evidence: it is not just that progress may be faster than expected, it is that surprising synergies and tricks also clearly can show up.
Read 11 tweets
Apr 7
Using LAION for designing book covers looks somewhat feasible. It might not be DALL-E II, but it knows how book covers usually looks. Image
I find the "spelling" and typography fascinating. Image
Saying "with space theme" biases it towards SF novel covers. Image
Read 6 tweets

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