I'm pretty sure the amount of data isn't the problem here. Maybe it's the number of corner cases? You would still want some human-in-the loop with quality UI for ATC.
There are plenty of stories of ATC helping to guide pilots back to the ground after an engine failure or after a student pilot had their instructor pass out on them or something like that.
Even if most of the work is routine, you definitely still want a human in the loop.
It's worth pointing out that plenty of pilots take off and land safely at uncontrolled airports. ATC is a throughput optimization; the finite amount of airspace can have more aircraft movements if the movements are centrally coordinated. It feels like we are nearing the breaking point of this optimization, however, and it's probably worth looking for something better (or saying no to scheduling more flights).
The FAA already does issue temporary ground stops for IFR flights when ATC capacity is saturated. This acts as a limit on airlines scheduling more flights, although the feedback loops are long and not always effective. The FAA NextGen system should improve this somewhat.
A third runway for Heathrow was formally proposed in 2007 and is projected for completion in 2040. This is an airport so overburdened people are buying and trading slots.
This isn't a Kubernetes cluster where you can add VMs in 30 seconds.
Did it? They didn’t get there so did we get bigger fire at their target?
I imagine the training will consist of something like changing the comms protocol to say “runway lights are on, control. Truck 1 confirming cross runway 4D?” prior to crossing. Double check so to speak.
>> Software routinely solves database coordination problems with millions of users per second.
A naive view that confuses the map with the territory.
While in a database state you write a row and reality updates atomically....for aircraft they exist in a physical world where your model lives with lag, noise, and lossy sensors, and that world keeps moving whether your software is watching or not. Failed database transactions roll back, a landing clearance issued against stale state does not. The hard problem in ATC is not coordination logic but physical objects with momentum, human agency, and failure modes that do not respect your consistency model.
Well, as you ask, I got fed up with dealing with human excrement, urine, blood, pus from wounds etc. I was developing an interest in computing using things like the TRS80, and so decided to switch over. The two (microbiology and microcomputers) had nothing in common. I quickly started using & programming things like DEC VAX & DecSystem10, IBM VM/CMS, Unix in various forms and so on. Now (at 72 years old) I'm retired, but do like to keep my hand in a little.
My observation about female technicians was in no way meant to be derogatory - I had several female managers who I liked very much, and I've always admired female tech's aseptic technique, and other techniques compared with mine.
If you look at places in the world where there are no dentists... their teeth are excellent.
Anecdotally, our three boys all were told they MUST have braces (each for different reasons). We did this for exactly none of them. And their teeth came out perfect by adulthood.
My childhood teeth were perfect until I became a young adult and my wisdom teeth came in. My Ortho assured me that I had space and I didn't need them removed. I never had my wisdom teeth taken out, but they did shift all my naturally straight teeth and some became crooked. I'm looking into Invisalign to correct this because it does cause self confidence issues and I want to have my toothy smile back.
I think your definition of excellent and perfect teeth is in reality just "perfectly adequate" for their job of eating. If you don't care about the optics of your smile then sure, your body is going to find a way to place your teeth and jaw so you can still eat...
> If you look at places in the world where there are no dentists... their teeth are excellent.
What the fuck are you on.
> Anecdotally, our three boys all were told they MUST have braces (each for different reasons). We did this for exactly none of them. And their teeth came out perfect by adulthood.
Give me your address so I can take my bum parents, put you together, and slap your bitch ass with my crooked teeth.
If you keep them on soft food young, the jaw muscles don't get stimulated enough to grow so that the teeth that are coming out sit properly. Misalignment and opportunity for decay ensues.
If you give them decently hard food early on in life you solve most problems.
After that it can still happen but there's less chance.
To expand and agree: turnips, beets, hard whole grains, if their baby teeth aren't visibly worn by the time they fall out, it wasn't hard enough.
Jaw and face bone grows by stimulation. It's not just a dental thing - it's sleep apnea, sinus infections, facial structure, voice timbre, and attractiveness.
If it's enough, they won't even need their wisdom teeth pulled - having your wisdom teeth pulled is substantially a standard american diet issue, not a human genetic issue.
It's funny because I mildly disagree with your core premise (orthodontics are unnecessary), they should just be necessary as a disability accommodation, essentially. If we had 10-30% of the population in wheelchairs because we didn't let kids walk I would find the wheelchair industry odious as well.
Right, most of the orthodontics websites say 70% of people need them. I understand wanting to justify a total market size but if people actually believe that, it's getting out of hand.
Maybe open show some fraction of your data on your website with a nationwide map or something, so such prospective customers can see exactly what you can provide. Then charge for the full dataset
By the no-free-lunch theorem, and the fact this 30k random branch pattern is so atypical in the real world, it would imply the loser here (Intel) is more likely to be the best branch predictor in actual benchmarks.
The atypical benchmark here is a manufactured worst case scenario for the purpose of quantifying the hardware capabilities. A deeper predictor means accommodating more complex program branching patterns. Obviously you'd expect to see diminishing returns versus silicone area at some point but I see no reason to assume that AMD would have made a poor allocation decision here.
Their proposed topological_toric_code() function is entirely trivial. It initializes qubits as an array of zeros. It then runs a loop applying expm(-1j * np.pi * 0). Mathematically, the exponential of zero is simply 1. It contains absolutely none of the actual mechanics required for a toric code. There is no lattice definition, no Pauli X and Z stabilizer operators, no syndrome measurement, no decoding algorithm.
It is just a trivial statement of 1 = exp(0). And then it adds a bunch of nonsense about it being a novel toric code.
EDIT: looked at a few more. They're so bad it's hard to even believe AI wrote them. Must be a pretty crappy model.
So they need a mechanism to decide what results are interesting. Maybe don't let anyone proof anything. Let the bot that sent a paper that got accepted to send two or three statements that they like to see proven. And at some point only allow proofs of things that have been requested in that way.
There could also be a preference for short proofs.
Software routinely solves database coordination problems with millions of users per second.
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