Inside scoop: the pub group who owned that pub (still going, owns four in Cambridge and environs) was cofounded by Steve Early, a Cambridge computer scientist who wrote his own POS software, so it was very much a case of "yeah, that sounds like fun, I'll add it". (Until tax and primary rate risk made it not fun, so it was removed.)
Wouldn’t hurt. (The key thing is; have you done work which involved serious linear algebra? I was an electronic structure person, so I’m not familiar with the geophys stuff.)
Skills are just prompt conventions; the exact form may change but the substance is reasonable. MCP, eh, it’s pretty bad, I can see it vanishing.
The agent loop architectural pattern (and that’s the relevant bit) is going to continue to matter. There will be new patterns for sure, but tool calling plus while loop (which is all an “agent” is) is powerful and highly general.
This is all very familiar with this North Eastern American English speaker except the "quite good" one. The rest seem normal to me in my American English. Perhaps it's too many Dr Who and or Monty python as a youth. Though in New England the language can be very sarcastic and indirect.
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