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Skaly_Bull

@Skaly__Bull • 1,175 subscribers

predicting the future on @Polymarket

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You're still typing every turn The guy who built the tool wrote the loop that types them for him "I don't prompt Claude anymore I write loops that prompt Claude" A loop takes four shapes turn-based, you close it each round goal-based - all tests pass, stop after 5 tries time-based - every 10 min, fix what's red, overnight proactive - CI breaks, agents fix it and open a PR, no human at all A judge closes the loop, not you The prompt was never the unit of work the loop is Full breakdown below

You're still typing every turn The guy who built the tool wrote the loop that types them for him "I don't prompt Claude anymore I write loops that prompt Claude" A loop takes four shapes turn-based, you close it each round goal-based - all tests pass, stop after 5 tries time-based - every 10 min, fix what's red, overnight proactive - CI breaks, agents fix it and open a PR, no human at all A judge closes the loop, not you The prompt was never the unit of work the loop is Full breakdown below

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Everyone assumes serious AI compute means renting someone else's datacenter This is the datacenter 1,000 Mac Mini M4s on steel shelves $599 each, paid once Replacing a $14K a month cloud GPU bill It started much smaller A dev posted his Claude Code bill, $170 in 10 days The top reply got bigger than the post "I bought a Mac Mini M4, haven't paid Anthropic since" 10-30 watts a box instead of 300-500 120 GB/s unified memory, the model loads once Ollama now speaks the Anthropic Messages API So Claude Code can point at the box under your desk instead of Anthropic's servers Nobody claims these beat frontier models They claim most of your prompts never needed one The bill was never the price of intelligence It's the price of renting it for work that never needed renting Full breakdown below

Everyone assumes serious AI compute means renting someone else's datacenter This is the datacenter 1,000 Mac Mini M4s on steel shelves $599 each, paid once Replacing a $14K a month cloud GPU bill It started much smaller A dev posted his Claude Code bill, $170 in 10 days The top reply got bigger than the post "I bought a Mac Mini M4, haven't paid Anthropic since" 10-30 watts a box instead of 300-500 120 GB/s unified memory, the model loads once Ollama now speaks the Anthropic Messages API So Claude Code can point at the box under your desk instead of Anthropic's servers Nobody claims these beat frontier models They claim most of your prompts never needed one The bill was never the price of intelligence It's the price of renting it for work that never needed renting Full breakdown below

10,597 просмотров

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Everyone demos Claude Code the same way plan, review, accept The engineer who built it doesn't work like that anymore "I don't prompt Claude I write loops that prompt Claude for me" 5–10 sessions at once sub-agents by the hundreds phone, not laptop You're one level behind the guy who built the tool Full breakdown below

Everyone demos Claude Code the same way plan, review, accept The engineer who built it doesn't work like that anymore "I don't prompt Claude I write loops that prompt Claude for me" 5–10 sessions at once sub-agents by the hundreds phone, not laptop You're one level behind the guy who built the tool Full breakdown below

30,411 просмотров • 1 месяц назад

The safe move is picking a job title AI cannot delete The title survives - the job inside it gets swapped out A quarter of the skills for one role turned over in two years By 2030 that number hits 70% Entry level hiring down 12% Over a million new AI roles opened in the same stretch Half of this year's graduates will work below what they trained for Not one of the ten skills that keep you hireable is technical Define the outcome before you open the tool Brief it like a stranger has to build it alone Catch the answer that sounds too smooth to check The clip is that list running live Learning in public, building signal, one idea in five formats Learning to code was never the moat Knowing what to build - and being the one people listen to - is Full breakdown below

The safe move is picking a job title AI cannot delete The title survives - the job inside it gets swapped out A quarter of the skills for one role turned over in two years By 2030 that number hits 70% Entry level hiring down 12% Over a million new AI roles opened in the same stretch Half of this year's graduates will work below what they trained for Not one of the ten skills that keep you hireable is technical Define the outcome before you open the tool Brief it like a stranger has to build it alone Catch the answer that sounds too smooth to check The clip is that list running live Learning in public, building signal, one idea in five formats Learning to code was never the moat Knowing what to build - and being the one people listen to - is Full breakdown below

16,293 просмотров • 1 месяц назад

This channel has 20 million views on one skeleton short No face, no voice, and at the short form rate that pays about $900 I scored 1,593 uploads from 29 real AI channels against their own medians A hit means beating your own channel by 10x The base rate is 6.91 percent - one upload in fourteen Short form hits 6.43 percent and pays cents per thousand views Long form hits 9.54 percent and pays dollars Same million views, two orders of magnitude apart, decided before you render a frame Animal drama is the most copied format in AI video - 459 attempts IT CONVERTS AT 0.60x THE BASE RATE History scene, 212 attempts, runs 2.12x $12 to generate one, one in fourteen lands Everyone publishes the winner, nobody publishes the other thirteen The pipeline was never the hard part The format you pick before the first render is Full breakdown below

This channel has 20 million views on one skeleton short No face, no voice, and at the short form rate that pays about $900 I scored 1,593 uploads from 29 real AI channels against their own medians A hit means beating your own channel by 10x The base rate is 6.91 percent - one upload in fourteen Short form hits 6.43 percent and pays cents per thousand views Long form hits 9.54 percent and pays dollars Same million views, two orders of magnitude apart, decided before you render a frame Animal drama is the most copied format in AI video - 459 attempts IT CONVERTS AT 0.60x THE BASE RATE History scene, 212 attempts, runs 2.12x $12 to generate one, one in fourteen lands Everyone publishes the winner, nobody publishes the other thirteen The pipeline was never the hard part The format you pick before the first render is Full breakdown below

15,267 просмотров • 1 месяц назад

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