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February of that year we also had the headline: “OpenAI built a text generator so good, it’s considered too dangerous to release.” That was GPT-2. Not 3, not 3.5… 2.

 February of that year we also had the headline: “OpenAI built a text generator so good, it’s considered too dangerous to release.” That was GPT-2. Not 3, not 3.5… 2. In 2020, Google made an AI-powered Pinterest clone, then in December fired Timnit Gebru, one of the leading voices in AI ethics, over a paper pointing out limits and dangers of the technology. To be fair, 2020 wasn’t a great year for a lot of people — with the notable exception of OpenAI, whose co-founder Sam Altman had to personally tamp down hype for GPT-3 because it had grown beyond tenable levels. 2021 saw the debut of Google’s own large language model, LaMDA, though the demos didn’t really sell it. Presumably they were still casting about for a reason for it to exist beyond making Assistant throw fewer errors.

Quite simply, the polling today looks nothing like it did when Biden won his first term. If anything, it looks considerably worse for him.

  Quite simply, the polling today looks nothing like it did when Biden won his first term. If anything, it looks considerably worse for him. The good news for Biden is that the general election is almost two years away, and the polling could change considerably. Even general election polls at this point are mostly within the margin of error, on average. With inflation calming and gas prices much lower than they were over much of last summer, you could easily see Biden’s poll numbers improving. I would point out as well that Biden is probably in better shape than the surveys indicating Democrats don’t want him running again would suggest. The simple reason is that politics doesn’t happen in a vacuum. Unless it’s a California recall election, most voters don’t cast ballots saying “yes” or “no” to a single politician. They have to choose between different candidates .