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jeffybefffy519
searching PlanetScale…
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6 ms
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31.
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jeffybefffy519
3mo ago
I do a lot of novel work, that is not setting up a webapp - and totally concur on the novelty point with LLM's failing hard.
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jeffybefffy519
3mo ago
Always seemed like algae or cyanobacteria are the only real nature based options that could be scaled up.
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jeffybefffy519
3mo ago
Kind of interesting, really what experts do is sort/organise weights into categories that are optimal to work together. Seems like a lot of research could be done to extend this concept to group weights together for common inputs ahead
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jeffybefffy519
3mo ago
I think this case is clearly directed at OpenAI and Anthropic, how do you think those guys get google results when the model searches for things for live data....
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jeffybefffy519
3mo ago
I dont want it to take notes tho, i have already talked to it. It just needs to ask questions back so a dr can read the convo.
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jeffybefffy519
3mo ago
Theres a good use case in AI for patients to chat to tho, if i could transfer all of the context of a conversation I had with a AI bot to my Dr before a appointment it would most likely improve outcomes because I have been much more verbose
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jeffybefffy519
3mo ago
I wonder if this is a plateau towards the real pricing of AI, if you layer in gemini-2.0-flash at $0.10 / $0.70 then its a 15x price increase to 3.5/3.6 flash. But it hasnt gone up again which is interesting.
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jeffybefffy519
3mo ago
The thing i never got about the singularity is that its just one concept that was suggested by a few notable people over time. There is so many different ways AI can go, some which we wouldn't have foreseen.
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jeffybefffy519
3mo ago
Whats the bottom here tho? Its obvious what winning is.
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jeffybefffy519
3mo ago
Price shock in 3...2...1...
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jeffybefffy519
3mo ago
And our solar market regulator is corrupt AF, its just a giant money spinner for battery and solar makers/installer.
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jeffybefffy519
3mo ago
Its even different than that, some Codex models like 5.3-codex are terrible at front end work but excel at backend/system design.
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jeffybefffy519
3mo ago
I bet it is just GLM 5.2
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jeffybefffy519
3mo ago
The actual link https://www.frontiersin.org/journals/neuroscience/articles/1... is fascinating read. Really shows how we have been overly focused on the wrong treatment and not explored some alternative low r
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jeffybefffy519
3mo ago
I dont think gemini needs to be opus level though... if its there to power google search then the scale for google to operate at is enormous compared to openai/anthropic.
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jeffybefffy519
3mo ago
Or could you parallelise your experts on different hardware?
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jeffybefffy519
3mo ago
IMO Codex has been the same rollercoaster ride as Claude. GPT 5.3-codex was incredible for backend/system tasks, GPT5.5 is better all rounder but weaker in some spots. There has also been many weeks when Codex's models were dumb A
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jeffybefffy519
3mo ago
I found changing chatgpt's persona settings helped a lot with this!
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jeffybefffy519
3mo ago
I havent used fable, but does it cost you the same when it downgrades to opus?
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jeffybefffy519
3mo ago
Marketing... that is all
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jeffybefffy519
3mo ago
This would probably be the biggest awareness thing tech could do for climate change as well.
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jeffybefffy519
4mo ago
I still dont trust the Anthopic and OpenAI are not training on my code. I even just thinking keeping track of what code you have received in prompts and to train/not train on it seems like an impossibly difficult task.
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jeffybefffy519
4mo ago
Gemini has done the same thing, gemini-3.5-flash is 15x more expensive for input tokens than gemini-2.0-flash. They are forcing us up the pricing ladder by deprecating the old models....
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jeffybefffy519
4mo ago
I wonder if we will see common chiplets that are weights for layers of a model, not the full model just a few common layers that are known for certain things.
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jeffybefffy519
4mo ago
Because vibe coding is a toy… thats the secret. You can use it to accelerate development certainly, but that requires careful change->review cycles. The developer still needs to be in heavy control, versus vibe coding having an agent own
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jeffybefffy519
5mo ago
Its not the right long term solution tho, tiny roof tiles as solar panels have so many problems: - Magnitude higher number of interconnections which impacts reliability and efficiency - Uniform roof tile style - Requires entire roof rebuild
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jeffybefffy519
5mo ago
Interestingly if you look at the cost of Gemma3 (this is 12 months old, but demonstrates the authors point) on Vertex AI versus Gemini 2.5 pro, the cost per million tokens WAS very similar.
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jeffybefffy519
6mo ago
Just imagine what they do with your data even tho they wont "train on it".... This feels like a "100% beef" moment in history.
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jeffybefffy519
6mo ago
Is there a guide you can link for opencode usage like this? I just use codex and find its generally really good. What you are describing sounds like a bit of an unlock.
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jeffybefffy519
6mo ago
Surely its just the same model, just allowed to do more work...??
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