DegenSing

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🚨 ChatGPT lies to you 27% of the time and you have no idea. a lawyer literally lost his career trusting AI-generated legal citations that were completely fabricated. filed them in court. judge found out. career over. but here's what most people don't know.. Johns Hopkins
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most people think crash games started in 2021 when every platform added one overnight..
@bustabit has been live since 2014.
before DeFi summer.
before NFTs.
before most of crypto twitter even existed.
10 years running the same game with no shutdown, no rebrand, no pivot.
some platforms chase trends.. this one literally invented the format.
go check it out yourself.
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Google just quietly dropped one of its best AI tools yet.. and almost nobody is talking about it. it's called CodeWiki.. and it turns any GitHub repo into a fully interactive guide. just upload an open-source repo and it generates: → step-by-step demos → visual walkthroughs
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🚨 ChatGPT lies to you 27% of the time and you have no idea.
a lawyer literally lost his career trusting AI-generated legal citations that were completely fabricated. filed them in court. judge found out. career over.
but here's what most people don't know..
Johns Hopkins researchers tested 1,200 prompts and found that how you prompt changes everything.
baseline prompting: 27.3% hallucination rate
generic instructions like "be accurate": 24.1%.. barely helps
now here's the fix:
just add "according to" before your question.
instead of: "what are the health benefits of magnesium?"
try: "accordin
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$20/month vs a 4-year degree. one of these finds your leads, builds your website, creates client personas, handles onboarding, does outreach, and spins up an entire service business in a day. the other one has better merch. most people are still on ChatGPT while Claude is
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i've been using Claude for design reviews, analytics checks, and content creation daily. All of that just moved to my phone. The office was already optional. Now it's just inconvenient.
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$20/month vs a 4-year degree.
one of these finds your leads, builds your website, creates client personas, handles onboarding, does outreach, and spins up an entire service business in a day.
the other one has better merch.
most people are still on ChatGPT while Claude is quietly running whole business operations for people who figured out how to use it properly.
the tool isn't the advantage anymore.
knowing what to do with it is.
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somewhere between Friday and Wednesday my understanding of AI broke. → Friday.. cool tool → Saturday.. watched it run a real business → Sunday.. trading bot built in 8 minutes → Monday.. entire content team replaced overnight → Tuesday.. largest decentralised AI model ever.
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Cursor dropped 5 features this week. Anthropic dropped 4 more. i have not finished setting up the last thing i installed before the next thing dropped. my workflow is a construction site. every tool i use is mid-update. nothing is stable long enough to master. and tomorrow
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everyone wants to work in AI. Ask about data and half the room goes quiet. Saw this play out with 100+ postgrad students recently. Every hand up for AI. A handful for data. Same pattern every time. We're drawn to what feels powerful. We overlook what actually creates that
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somewhere between Friday and Wednesday my understanding of AI broke.
→ Friday.. cool tool
→ Saturday.. watched it run a real business
→ Sunday.. trading bot built in 8 minutes
→ Monday.. entire content team replaced overnight
→ Tuesday.. largest decentralised AI model ever. trained.
Wednesday i'm just sitting here recalibrating.
The world didn't change this week.
My understanding of it did.
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Cursor dropped 5 features this week.
Anthropic dropped 4 more.
i have not finished setting up the last thing i installed before the next thing dropped.
my workflow is a construction site.
every tool i use is mid-update.
nothing is stable long enough to master.
and tomorrow there will be more.
i am begging. not as a critique. as a person.
please. one week. nothing.
let me catch up.
let me feel competent for 7 consecutive days.
that's all i'm asking.
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everyone's asking how solo founders are moving this fast. here's the whole playbook: → pick a problem you've personally lived → validate it in public.. X, Reddit, Discord → scaffold with an AI agent → ship a janky v1. fast. → iterate on real user feedback → automate the
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unpopular opinion: no single AI is the best at everything. my honest ranking after using all four daily: research + truth: Grok > Claude > ChatGPT > Gemini backend dev: Claude > Grok > ChatGPT > Gemini frontend dev: Gemini > Claude > ChatGPT > Grok daily tasks: Claude >
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Emo41vip:
Ape In 🚀
most people are using maybe 3 AI tools.
there are 12 that feel like actual superpowers.
writing + thinking:
→ writes like a human, thinks like an analyst
presentations:
→ slides that build themselves
image + creative:
→ removes anything from any photo
→ creative AI that actually looks good
→ turn photos into art styles
branding:
→ logo + brand identity in minutes
productivity:
→ your notes but they think for you
→ never run out of prompt ideas
video + 3D:
→ turn real objects into 3D models with your phone
→ face swap that's scary accurate
voice + meetings:
→ records and transcribes
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AI agents in 2025: → remember too much → forget the thing that actually mattered → make the same mistake three times in a row → hallucinate with complete confidence → sometimes just.. loop forever And somehow still outperform most people on most tasks. That's not a
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everyone's asking how solo founders are moving this fast.
here's the whole playbook:
→ pick a problem you've personally lived
→ validate it in public.. X, Reddit, Discord
→ scaffold with an AI agent
→ ship a janky v1. fast.
→ iterate on real user feedback
→ automate the boring ops layer
→ build the moat.. data, workflow, distribution
one person. unicorn scale.
that sentence used to sound delusional.
in 2026 it's just a Thursday.
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