While I get that unclear communication is frustrating especially if there are sunk costs, the core issue seems to be that they can't afford to subsidize all these tokens for free.
The agent model breaks the power-user/casual-user proportion that makes the existing saas-like pricing work.
This is the sort of thing that apple (used to?) take pride in doing well. e.g. new hires in orientation would be asked if there was anything 'special' about their offer letter and it was a thicker more premium kind of paper. Emphasizing the magical 'feel' that differentiated apple products.
I think apple is a red herring here, it's the amount of legal power granted to the enforcement of money laundering laws and the lack of ability to push back against this
Musk/Jobs archetypes, though unpalatable at a personal level, are valuable in their willingness to burn themselves up to fight the "system" vs bureaucratic types who just fall in line and elevate what is a political issue into a Sacred Value
maybe what has happened is that the team needed some experts to measure improvements and tapped ppl with a career in optimizing for "User Engagement" so the more we fight the keyboard the more they cheer and grow the team
Games around who does the grunt work requiring maintenance of a status hierarchy or a constant inflow of interns do affect quality and time to delivery though.
The current problems are oversupply of who does the creative work as well as no longer requiring interns.
There is both less of a need for new inflow and a problem with existing overproduction.
what are some good alternatives to mac os? there some features like image/text copy-paste being cross device that are insanely useful that make it hard to switch
The romanization of these names is always confusing b/c stripped of the character and tone it's just gibberish. "Hunyuan" or 混元 in chinese means "Primordial Chaos" or "Original Unity".
This helps as more chinese products and services hit the market and makes it easier to remember. The naming is similar to the popularity of greek mythology in western products. (e.g. all the products named "Apollo")
The cost of this increased healing rate would be the tail risk of compounding injury though. It's not something a doctor could recommend even if it were true for everyone consistently.
There are two caveats to this. One is that a lot of it is due to work being outsourced to China (which allows for metrics like 94% carbon free) The other is it has a huge population so it's going to have high absolute numbers of everything good and bad.
IMO the fuzziness is actually a feature most of the time b/c I can pass misspelled words or close enough words and it'll still figure it out.
Also, if we model the mental state of the llm as a frazzled retail worker dealing with thousands of customers per second, the rote response is reasonable. As a dev, sometimes I get at annoyed at QA for a hyper narrow "trap" test case
there is huge incentive for people who don't know how to code/create/do-stuff to slow things down like this b/c it allows them many years of runway at the company.
they are almost always cloaked in virtue signals.
almost every established company you join will already have had this process going for a long time.
doing stuff successfully at such a company is dangerous to the hierarchy and incurs an immune response to shut down or ostracize the doing-of-stuff successfully so the only way to survive or climb is to do stuff unsuccessfully (so they look good)
In trading there is an idea called the "hurdle" which is a measure of inefficiency that any trade has to be above in order to actually make a profit. E.g. if the bid/ask spread for gold chains or options is 2% then any arbitrage has to be better than 2%.
For companies this hurdle rate is from political friction. Any improvement that doesn't provide benefits in excess of the political friction generated doesn't get implemented.
And in large institutions this friction can be very high. E.g. planes not crashing for Boeing or kids-not-being-shot for the U.S. seem like obvious things-to-fix.
But they generate so much destabilizing political friction that they just can't.
behind a lot of these are power games made particularly perverse bc the participants tend to believe that they are above power games via dedication-to-the-truth or something
the more knotted and unaccepted the actual hierarchy vs the perceived hierarchy, the more of this kind of behavior. the more people feel respected the less they have to force behavior from others to make up for the feeling of lack of respect.
particularly toxic are places where a local tyrant believes that they deserve a lot more respect than they actually do (e.g. expert beginnerism)
IMO the rate of change or volatility of model changes, RLHF, user-behavior, the definition of 'better' is much higher than the rate of change of model degradation (if any) so it's hopeless to try and measure this
I think the reason it it wears away at your value structure. You have to "sell" your mind (thus polluting your non-work day thinking) to a system that feels "wrong"
For lawyers, it's a clear meritocracy based on how much you can bleed. For doctors, a kind of "virtue" in the work that cancels out some of the stress/BS. For software, it can be like temporarily joining the popular circus that's in town (similar to a lot of meme crypto companies)
There is a similar fallacy that I've seen many engineers & teams fall into. The occupy "critical" roles which without, the whole chain would break and everything would fall apart
However often times the project only needs that one critical role and can replace it fairly easily. (the on-ramp off-ramp costs are lower than the cost of redundancy or other political costs)
Ironically, "non-critical" roles can be more important from a business narrative or core competency pov.
E.g. "the AI expert/team" leaving breaks the narrative of being an AI company even if all they do is non-critical path exploratory research. The inability to get new hires breaks the narrative of a growth-company etc...
There is more leverage in being able to direct narrative energy than in being nominally critical
The agent model breaks the power-user/casual-user proportion that makes the existing saas-like pricing work.