most don't realize how much overhead LLM APIs like OpenAI's have in streaming mode—95%+ of the traffic is just JSON wrappers around each tiny token. Experimenting with direct gRPC binary comms on my setup to slash that inefficiency.
vibe coding is such a joke. Even having AI write a lot of code for you just makes it all take longer. Ask AI questions instead of having to google for it and you'll have much better results.
oh wow, #youtube just made 3x and 4x available for speed up after I got used to using 2x for everything except music videos #mtv. I think my productivity just went up. :P
NNs+graphrag+context are instance dungeons in WoW. It all comes together but you still need facts / crystalized knowledge lookup. This is not a math problem, its a logic problem.
The RAG paradigm is a crude solution to a more complex problem. Mem0 type systems help somewhat but the real solution to thinking vs memory is for the thinking model to know how to index the exact memory and go look it up exacty. @xai
many have no idea how affordable 100g networking has become if you know how to do it. I'm converting my entire llm and NN dev lab to 100g across the board.
if you haven't read 'the machine stops' then you don't really appreciate where we are headed with AI. Some of the devs I'm seeing these days are vibing their way into knowledge oblivion.
The shift from LLMs to “thinking” models often hurts daily use. LLMs shine as turbocharged search engines, not deep thinkers. Claude gave long-winded troubleshooting instead of just helping me find the OneDrive issue today. I needed answers, not theory.
the stupidest person I've ever met was a PHD from M.I.T. I know this because he told us this every chance he could while not being able to answer any question on his methodology. @UHC
interesting. chatgpt is getting more personable and grok is getting less funny. How did that get flipped around? i loved groks personality, someone fix it back! @elonmusk@ChatGPTapp@grok
AI is terrible at debugging. IMHO this is going to be a longer term problem because it didn't go through 20+ years of coding / debugging, etc. It only records the end results. I bet the best coding model will be one trained from hello world. maybe i should do that... @OpenAI…
If you have never read 'the machine stops' from like the early 1900s, you should. @elonmusk probably understands. Most devs from the past 2 to 3 years have no idea how things actually work.
Am I the only one who begged my parents to buy three Funk & Wagnalls encyclopedias every few months from the grocery store so we could read them because that’s all we could afford? I may be old. :P
.@ErikEJ, is there a way to have refresh pick up / drop tables? any time i add or remove things from the schema it requires me to go to the full reverse engineer screen. Would be nice to just right click refresh and have it do all.
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