Comment by dataviz1000
4 days ago
I am beginning to love working like this. Plan a design for code. Explain to the LLM the steps to arrive to a solution. Work on reading, understanding, fixing, planing, ect. while the LLM is working on the next section of code. We are working in parallel.
Think of it like being a cook in a restaurant. The order comes in. The cook plans the steps to complete the task of preparing all the elements for a dish. The cook sears the steak and puts it in the broiler. The cook doesn't stop and wait for the steak to finish before continuing. Rather the cook works on other problems and tasks before returning to observe the steak. If the steak isn't finished the cook will return it to the broiler for more cooking. Otherwise the cook will finish the process of plating the steak with sides and garnishes.
The LLM is like the oven, a tool. Maybe grating cheese with a food processor is a better analogy. You could grate the cheese by hand or put the cheese into the food processor port in order to clean up, grab other items from the refrigerator, plan the steps for the next food item to prepare. This is the better analogy because grating cheese could be done by hand and maybe does have a better quality but if it is going into a sauce the grain quality doesn't matter so several minutes are saved by using a food processor which frees up the cook's time while working.
Professional cooks multitask using tools in parallel. Maybe coding will move away from being a linear task writing one line of code at a time.
I like your take and the metaphors are good at helping demonstrate by example.
One caveat I wonder about is how this kind of constant context switching combines with the need to think deeply (and defensively with non humans). My gut says I'd struggle at also being the brain at the end of the day instead of just the director/conductor.
I've actively paired with multiple people at once before because of a time crunch (and with a really solid team). It was, to this day, the most fun AND productive "I" have ever been and what you're pitching aligns somewhat with that. HOWEVER, the two people who were driving the keyboards were substantially better engineers than me (and faster thinkers) so the burden of "is this right" was not on me in the way it is when using LLMs.
I don't have any answers here - I see the vision you're pitching and it's a very very powerful one I hope is or becomes possible for me without it just becoming a way to burn out faster by being responsible for the deep understanding without the time to grok it.
> I've actively paired with multiple people at once
That was my favorite part of being a professional cook, working closely on a team.
Humans are social animals who haven't -- including how our brains are wired -- changed much physiologically in the past 25,000 years. Smart people today are not much smarter than smart people in Greece 3,000 years ago, except for the sample size of 8B people being larger. We are wired to work in groups like hunters taking down a wooly mammoth.[0]
[0] https://sc.edu/uofsc/images/feature_story_images/2023/featur...
Being wired to work in groups is different than being wired to clean up the mess left by a bunch of LLM agents.
I do this "let it go do the crap while I think about what to do next" somewhat frequently. But it's mostly for easy crap around the edges (making tools to futz with logs or metrics, writing queries, moving things around). The failure rate for my actual day job code just is too high, even for non-rocket-science stuff. It's usually more frustrating to spend 5 minutes chatting with the agent and then fixing it's stuff than to just spend 5 minutes writing the code.
Cause the bot has all the worst bits of human interactions - like ambiguous incomplete understanding - without the reward of building a long-term social relationship. That latter thing is what I'm wired for.
I have always found this idea of not being smarter somewhat baffling. Education makes people smarter does it not? At least that is one of the claims it makes. Do you mean that a baby hunter gatherer from 25000 years ago would be on average just as capable of learning stuff when integrated into society compared to someone born nowadays? For human beings 25.000 years is something like 1000 generations. There will be subtle vgenetic variations and evolutions on that scale of generations. But the real gains in "smartness" will be on a societal level. Remember: humans without society are not very different from "dumber" animals like apes and dogs. You can see this very well with the cases of heavy neglect. Feral children are very animal-like and quite incapable of learning very effective...
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