One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.
Beyond the obvious engineering effort that has gone into creating one of the slimmest phones ever made, the Air is a reductive exercise that boils down the iPhone into the absolute essentials in a premium body.
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"It is well known that big, incriminating stuff has been redacted from what Pam Bondi released," says Stephen Colbert in the Late Show clip above. "And yesterday we got confirmation that the DOJ has withheld or taken down more than 50 pages of material from the Epstein files related to Donald Trump. And it's totally on brand for the DOJ — this DOJ especially — to be protecting Trump. It's the least surprising headline since 'Youngest Child Becomes Theatre Major'."
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