I’m not an accountant and what you’re saying is probably right. However, if you hire an engineer to do R&D, build systems, and take R&D tax credits, it “feels” like capex.
This is what I'm seeing - for people who were slow and didn't posses a lot of depth or breadth, their blast radius and impact has skyrocketed. They can now work in unfamiliar domains quickly, without any knowledge of the nitty gritty details of those domains!
For me personally, it's a tradeoff of generating the first pass code 10x more quickly, but then deeply knowing and validating the code is then 10-20x more work than it would have been if I'd written it myself (and if time is of the essence, then there's the option of shallow validation/understanding in exchange for speed - which is a compromise in rigor and path towards tech debt). In the end, none of this seems like a net win (unless you don't care about quality), and it is much less enjoyable.
TL;DR; While LLMs are faster to spit out first pass code, by the time I've validated and fixed the LLM's first-pass work, I could've had my "by-hand" implementation done correctly, and had much deeper understanding out of the box. Net loss.
"Poorer?" That implies they still rely on money. But money is just a form of fiat power. The billionaires/trillionaires will not much need fiat currency or fiat power, because they're building real power.. by extension, they won't really need to worry very much about the rest of us, either..
I had the same interpretation - Maduro was a bad guy, but when the approach taken is akin to the "Wild West," its hard to claim moral superiority - it devolves to different factions of goons with guns stealing from each other and murdering with impunity, "might makes right."
This stands in contrast to the ideals of a society based on laws and rules, where corruption is a notable exception.
We stand on the precipice of abandoning what the world worked so hard for decades to build...
Try watching the videos instead of Fox News or OANN.
Pretti tried to help a woman who was pushed down by masked agents, they then attacked and executed him.
Good tried to turn AWAY from the man with the gun and get out of the situation and he stepped in front of her and executed her, shooting even after she'd driven past him without hitting him despite him putting himself into harms way.
This has also been my experience - asking it to take the devil's advocate of the other side of the coin and assume the persona of 'X relevant highly rational type with deep knowledge in the field' both have a lot of utility. You can do this in more than one dimension, too.
Its not that LLMs are stochastic parrots and humans are not. Its that many humans often sail through conversations stochastic parroting because they're mentally tired and "phoning it in" - so there are times when talking to the LLM, which has a higher level of knowledge, feels more fruitful on a topic than talking to a human who doesn't have the bandwidth to give you their full attention, and also lack the depth and breadth of knowledge. I can go deep on many topics with LLMs that most humans can't or won't keep up on. In the end, I'm really only talking to myself most of the time in either case, but the LLM is a more capable echo, and it doesn't tire of talking about any topic - it can dive deep into complex details, and catching its hallucinations is an exercise in itself.
Many other humans are .... Not very available - certainly many shut down when conversations reach a certain level of depth or require great focus or introspection..
I'd say these days the norm is to not simply shut down, but to become irrevocably and insidiously hostile, the moment someone hints at the existence of such a thing as "ground truth", "subjective interpretation", "being right or wrong" - or any of the bits and bobs that might lead one to discover the proper scary notion, "consensus reality".
"What do you mean social reality is a constructed by the consensus of the participants? Reality is what has been drilled into my head under threat of starvation! How dare you exist!", et cetera. You've heard it translated into Business English countless times.
They are deathly afraid of becoming aware of their own conditioned state of teleological illiteracy - i.e. how they are trained to know what they are doing, but never why they are doing it. It's especially bad with the guys who cosplay US STEM gang.
One is not permitted a position of significance in this world without receiving this conditioning, and I figure it's precisely this global state of cognitive disavowal which props up the value of the US dollar - and all sorts of other standees you might've recently interacted with as if they're not 2D cutouts (metaphorical ones! metaphorical!).
PSA: Look up "locus of control" and "double bind". Between those two, you might be able to get a glimpse of what's going on - but have some sort of non-addictive sedative handy in case you do.
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