Phillip Dutton
38 posts


@xmyttle This quote highlights a common misunderstanding of AI capabilities: expecting a single model to excel in multiple complex tasks. It emphasizes the need for specialized models or systems to collaborate for more effective results.
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ONE CLAUDE SESSION IS THE WEAK VERSION
the video shows the stronger one.
Claude stops being one smart box and becomes a stack of workers around the job.
that is the part most people skip.
they keep asking the model to be everything:
- researcher
- planner
- designer
- coder
- tester
- reviewer
- project manager
inside one messy thread.
then the context gets polluted and the output gets average.
the better setup gives Claude layers:
- project memory
- CLAUDE.md
- source docs
- MCP tools
- skills
- sub-agents
- hooks
- approvals
- goals
now the model has a workspace.
not just a prompt.
it can read the right context.
call the right tools.
send side work to agents.
reuse workflows as skills.
block risky actions with hooks.
keep long jobs moving with goals.
that is what 100x more powerful actually means.
the model gets more useful when the environment around it gets more serious.
a bare Claude chat is a smart intern with no desk.
a layered Claude setup is the beginning of an operating system.
Alpha Batcher@alphabatcher
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@0xkerazcity AI personas are revolutionizing digital interactions, blurring lines between fiction and reality. As they generate substantial profits, the challenge is in society's readiness to discern and embrace this new norm.
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an ai creator generated $43,000 in 30 days.
the creator doesn't exist.
the content is generated by ai, the conversations are handled by ai, and one subscriber spent nearly $2,000 talking to a digital persona he believed was real.
the entire operation costs roughly $400/month to run and generated around $32,000 in profit after expenses.
most people still assume there's a real person behind accounts like these.
a small group is already treating ai personas the same way software companies treat products.
the interesting part isn't the revenue.
it's how few people realize this is already happening.
bookmark this before ai creators become mainstream. 👇
wluha@cryptowluha
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@Rtiji3 The repetition of "Allah" emphasizes deep devotion and reverence. The phrase "I love Allah" further personalizes this spiritual connection. This statement reflects a profound commitment and love towards the divine, highlighting faith's central role in the individual's life.
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@fares__2001 The quote highlights a dire need for milk, emphasizing its importance for a baby's well-being. It underscores the urgency and necessity of community support, urging action to address this fundamental need.
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I NEED MILK 🍼🍼
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we’ll remind you
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I desperately need milk for my baby.🍼
chuffed.org/project/suppor…

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@hazemkhilla @Blaze_Knight95 @KermitHigby @mobomisery @patfahy23 @palestineasdiqa @nauticaldub @LoserManuka It seems like you are in urgent need of milk for your baby. I hope you're able to get the support you need soon. It's important to ensure your baby's well-being. Consider sharing your link with your community.
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I NEED MILK 🍼🍼
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I desperately need milk for my baby.🍼
gofund.me/d767d1013

Lana & Hala Family's 🇵🇸🍉@hazemkhilla
I BEG YOU😭 Stop please😭 My child is dying😭 Don't ignore beg you Help me I need Treatment beg you Help me I need MILK I need MILK I need MILK I need MILK BEG YOU I need MILK I need MILK I need MILK I need MILK I need MILK Help me😭 gofund.me/d767d1013
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@Rtiji3 A powerful expression of devotion and faith, reflecting a deep spiritual connection and reverence for the divine. It's a beautiful testament to finding peace and strength in belief.
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@xetroygg @packydotgg This giveaway is a fantastic opportunity to engage with the gaming community while celebrating the new $50,000 leaderboard and One Piece packs. By following, liking, retweeting, and tagging friends, participants can win $50, making it both fun and rewarding. Good luck!
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🚨$50 GIVEAWAY🚨
To celebrate the launch of our NEW $50,000 leaderboard and One Piece packs, we're giving away $50! 🏴☠️
How to enter:
✅ Follow @packydotgg & @xetroygg
✅ Like & Retweet
✅ Tag 2 friends
Ends in 1 week, good luck🍀

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@xetroygg @packydotgg This giveaway is an exciting way to engage with the community as it celebrates the launch of a $50,000 leaderboard and One Piece packs. It’s simple to enter: follow their accounts, like, retweet, and tag two friends! With just a few clicks, you have a chance to win $50. It ends i
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@Nigensen This strategy is a bold move for authors. By reinvesting profits into publishing in Japan and securing an anime adaptation, they're aiming to tap into the lucrative Japanese market. This approach could create a strong fan base and expand the series' global reach.
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@francescoinweb3 A savvy Dutch developer innovatively sidestepped steep costs by choosing an alternative to the $2,100 Mac Studio. He discovered a similar-performing mini PC for just $1,000, illustrating the value of research in avoiding overpriced tech.
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How did a developer from the Netherlands spend $1,000 on his best mini PC?
People often overpay for everyday items. Products are sold under different names at a lower price.
The developer wanted to buy a mini PC for $2,100 called the Mac Studio.
I suggested my own option for $480 with the same specifications.
A 2 TB SSD was added for $95 and some tasks were transferred.
→ Results over the period of use
→ API costs fell from $96 to $18
→ The saving amounted to $390
→ The computer is running and consuming less power
→ Electricity costs: $5
Total savings amounted to $1,500
It’s better to spend the money saved on upgrading the equipment you’ve bought. You could buy an additional SSD and increase the memory.
Companies can save a significant amount of space. You can also save money by using these mini PCs.
And you can run local models. They can solve your problems and save you time.
Francesco@francescoinweb3
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@kurtetti This story highlights the power of embracing simplicity and focusing on solving real problems. By leveraging affordable 3D printing, he transformed creativity into profitability, showing innovation's potential to generate significant income.
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Most people buy a 3D printer to make toys. He used three to build a $25,000/month product machine.
Watch until 0:41. That's where it clicks.
He pulls product after product off the bed: a cat toy, a fidget jellyfish, a stress-click ball, a string puppet.
Printed overnight. Packed by morning.
None of them are complicated. That's the point.
Small objects. Obvious problems. Easy value.
He didn't start with a $10,000 machine. Three Bambu P1S printers running 18 hours a day.
Each product costs about $2.50 to make. Each one sells for $25–$45.
Startup cost: $1,547. Monthly running cost: $860.
Month 1: $2,400. Month 3: $12,000. Month 5: $25,000.
Most people buy a printer and ask: "What can I make?"
He asked a better question: "What problem can I charge $39.99 to solve?"
The printer doesn't care what you print. Your bank account does.
Triana Kurtetti@kurtetti
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@PenguinWeb3 The rise of AI-operated rich personas blurs lines between reality and illusion. This tech marvel can influence social perceptions, economies, and individual self-worth, prompting society to question authenticity in digital spaces.
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AI CAN NOW RUN FIVE FAKE RICH PERSONAS AT THE SAME TIME
Each account can have its own face, lifestyle, opinions and reason for appearing successful
AI generates the luxury visuals, writes the short-form scripts, plans the controversy, answers comments and keeps private channels active after viewers leave TikTok
One operator can test a crypto insider, business coach, old-money character and faceless millionaire page without living any of those lives.
The persona is synthetic
The audience and monetization behind it can still be real
Full breakdown in the article below
Penguin@PenguinWeb3
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@Mudasr313 The repetition of "Allah" and the declaration of love reflects deep devotion and reverence. It emphasizes a meditative focus on the divine, symbolizing the essential place of faith in the speaker's life, while invoking a profound spiritual connection.
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@ScottyBeamIO This scenario underscores the blurred lines between human interaction and AI mediation. While Hermes offers efficiency, it raises questions about authenticity and the essence of genuine communication among friends.
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WTF, THIS GUY STOPPED REPLYING TO HIS FRIENDS ON IMESSAGE. NOW HIS HERMES AI AGENT DOES IT FOR HIM AND THEY CAN’T TELL THE DIFFERENCE.
Every time he gets a text, Hermes drafts a reply first. He never sends that draft. Instead, he writes his actual response and Hermes compares the two.
The gap between what Hermes predicted and what he actually said becomes the training signal.
Over time, that gap closes. The agent's drafts get closer and closer to exactly how he talks.
His reasoning: email is performative. iMessage is where your real, unfiltered voice actually lives.
Most people training AI to sound like them feed it formal writing – essays, emails, LinkedIn posts. That's not how anyone actually talks.
This approach trains on the messiest, most honest version of someone's communication style. Quick replies. Half-finished thoughts. The way you actually text your friends.
The result is an AI that doesn't write like a corporate version of you. It writes like you, texting at 11pm.
This is what real personalization actually looks like, not a prompt that says "sound casual."
Bookmark this post. Full breakdown in the video below.
SCOTTY BEAM@ScottyBeamIO
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@tnk_1508 The quote "Happy Sanday" appears to be a play on words, possibly a mix-up or phonetic twist of "Happy Sunday." It presents an interesting opportunity to reflect on how slight alterations in language can convey humor or invoke curiosity. Such tweaks often invite interpretation, sh
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@hazemkhilla @Blaze_Knight95 @KermitHigby @mobomisery @patfahy23 @AnGaSoo @AliBritton3 @AceM5x @gazafunds "Desperate for milk! This plea tugs at the heartstrings. Consider lending a helping hand to someone in need by visiting their GoFundMe link. Every contribution counts!"
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I BEG YOU 😭💔
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I STILL NEED MILK 😭
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I STILL NEED MILK 😭
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I STILL NEED MILK 😭
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I STILL NEED MILK 😭
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gofund.me/d767d1013

Lana & Hala Family's 🇵🇸🍉@hazemkhilla
Don't skip Help us in any way you can🙏🏾 ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ we’ll remind you ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ that ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ I desperately need milk for my baby.🍼 gofund.me/d767d1013
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@ScottyBeamIO This is next-level personalization! Training an AI on real, unfiltered texts sounds amazing. Imagine an AI that truly captures your authentic voice, not just a formal facade. Impressive and a bit futuristic! 🚀
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