SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
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SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
1.01K subscribers
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @eubernardobraga: Timeline of #Coldcard Heist. 2010 Peter D. Gray and Rodolfo Novak (NVK) begin working together at Ripe Apps, an iPhone/iPad app development studio in Toronto. Predates their Bitcoin involvement by a year. 2011 Gray discovers the Bitcoin whitepaper and shares it with Novak, his existing business partner. 2012 The pair builds http://btclook.com, a visual blockchain explorer, as a Ripe Apps side project. Later that year they build PCI-certified Bitcoin payment terminals a...
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TheFuzzStone (@thefuzzstone)
Timeline of #Coldcard Heist.
2010
Peter D. Gray and Rodolfo Novak (NVK) begin working together at Ripe Apps, an iPhone/iPad app development studio in Toronto. Predates their Bitcoin involvement by a year.
2011
Gray discovers the Bitcoin whitepaper and shares…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
Designing AI Agents That Can Self-Correct
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
Google leadership changes with Jeff Dean out, Demis Hassabis role change and more
Search Engine Land
Google leadership changes with Jeff Dean out, Demis Hassabis role change and more
Jeff Dean has been with Google for over 27 years, and helped build Google Search in the early days through AI Mode.
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
How SEO and PPC build trust across search: Case study
Search Engine Land
How SEO and PPC build trust across search: Case study
A 26-week case study shows how connected search marketing efforts improved visibility, addressed buyer friction, and reduced CPA.
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
I would have assumed it was fairly obvious, but in case it's not: a million-line codebase (also known as a "harness"), running at inference time, orchestrating thousands of calls to a neural network for any given task, is the exact definition of a "neurosymbolic architecture"
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François Chollet (@fchollet)
I would have assumed it was fairly obvious, but in case it's not: a million-line codebase (also known as a "harness"), running at inference time, orchestrating thousands of calls to a neural network for any given task, is the exact definition of a "neurosymbolic…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
R to @fchollet: Among proponents of neurosymbolic architectures, there had been some debate over the years about whether the outer level would be symbolic (i.e. a harness that calls neural models) or whether the outer level would be neural (i.e. a neural model using symbolic tool calls as part of its neural inference cycle). Right now, the answer is that the outer level is symbolic -- this is the stronger neurosymbolic formulation. To be exact, it's more like a symbolic sandwich: a symbolic p...
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François Chollet (@fchollet)
Among proponents of neurosymbolic architectures, there had been some debate over the years about whether the outer level would be symbolic (i.e. a harness that calls neural models) or whether the outer level would be neural (i.e. a neural model using symbolic…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
R to @fchollet: For a very long time most high-performing AI models were end-to-end neural models; vector input -> vector output, with only ultra-thin symbolic preprocessing and postprocessing layers (e.g. label decoding). For many, it seemed that moving more and more logic to the end-to-end neural model was the way of the future. "Differentiable programming". But what we have now is heavy neurosymbolic systems where the model itself is symbolic.
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François Chollet (@fchollet)
For a very long time most high-performing AI models were end-to-end neural models; vector input -> vector output, with only ultra-thin symbolic preprocessing and postprocessing layers (e.g. label decoding). For many, it seemed that moving more and more logic…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
📈
Trump linked Stablecoin USD1 have reached over $50B in Cumulative Volume on Binance. Cumulative solana:USD1ttGY1N17NEEHLmELoaybftRBUSErhqYiQzvEmuB volumes on Binance have reached over $50B, a substantial figure for a token issued just over a year ago. This stablecoin, launched in March 2025 by World Liberty Financial, the company co founded in part by the Trump family, is backed by USD and short term U.S. Treasury bills, following an institutional compliance framework. USD1's market cap sur...
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Darkfost (@Darkfost_Coc)
📈
Trump linked Stablecoin USD1 have reached over $50B in Cumulative Volume on Binance.
Cumulative solana:USD1ttGY1N17NEEHLmELoaybftRBUSErhqYiQzvEmuB volumes on Binance have reached over $50B, a substantial figure for a token issued just over a year ago.…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
Can You Trust a Language Model’s Confidence?
Statology
Can You Trust a Language Model's Confidence?
Learn why language model confidence scores reflect training patterns, not calibrated statistical probability.
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
Free-Man's Perspective
#Article
#Perspective
#Uncategorized
source
Free-Man's Perspective
Control Is An Addiction - Free-Man's Perspective
Lord Acton wrote that power tends to corrupt, but I’m going to say flat out that it does corrupt. I’ll go further and say that it’s an addiction (probably every bit as bad as cocaine), and that the lust for control is one of its primary drivers. Right now…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @FoundationHQ: Long as the devices is open source everything much more easier specially if your a coder like me man I dang near went through 1 million lines of code from shit I do
🤣
😭
I’m a paranoid maxi tbh & the passport prime @FoundationHQ is the best device for paranoid bitcoiners
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Michael Shakur (@MikeGotBtc)
Long as the devices is open source everything much more easier specially if your a coder like me man I dang near went through 1 million lines of code from shit I do
🤣
😭
I’m a paranoid maxi tbh & the passport prime @FoundationHQ is the best device for paranoid…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @mattkratter: I will say this: FUCK the “Bitcoin industry” A bunch of KYC cuck shitheads
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Stoney Bitson (@GhostOfStoneyX2)
I will say this:
FUCK the “Bitcoin industry”
A bunch of KYC cuck shitheads
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @mattkratter: "BIP110ers only have a few days to get the 55% miner support they need." ...siiigh... No, that's not how this works. We only have a few days until we start enforcing BIP110, whether miners like it or not. Miners only have a few days before we start rejecting their blocks.
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Jason Hodlers | BIP-110 (@geekigai)
"BIP110ers only have a few days to get the 55% miner support they need."
...siiigh...
No, that's not how this works.
We only have a few days until we start enforcing BIP110, whether miners like it or not.
Miners only have a few days before we start rejecting…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @mattkratter: Hodlonaut on the illusion that just shattered: "We bypassed the social layer, the human layer. We somehow thought the virtue and direction of this protocol was set in stone, no matter what developers do. That's obviously not true. Bitcoin didn't win. Bitcoin can change. Bitcoin is changing. Bitcoin has changed. The illusion that we had a foothold in this world we could put our energy on, that illusion is gone right now. All you want is to sit back posting 'Bitcoin fixes th...
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Cedric Youngelman
⚡️
(@CedYoungelman)
Hodlonaut on the illusion that just shattered:
"We bypassed the social layer, the human layer. We somehow thought the virtue and direction of this protocol was set in stone, no matter what developers do. That's obviously not true.
Bitcoin didn't win. Bitcoin…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @mattkratter: ADVISORY: nodes enforcing BIP-110 begin rejecting non-signaling blocks in ~3 days. A chain split is possible, which carries real risks for all sides. For Lightning operators, certain protections exist only before a split. We recommend acting now. http://start9.com/bip110
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Start9 (@start9labs)
ADVISORY: nodes enforcing BIP-110 begin rejecting non-signaling blocks in ~3 days.
A chain split is possible, which carries real risks for all sides.
For Lightning operators, certain protections exist only before a split. We recommend acting now.
http…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @mattkratter: Had a Jade as my backup HWW for ages and been trying to set it up for days since the Coldcard exploit. I'm finally ready to give up. This thing is an absolute piece of crap. Wish I'd tested it sooner so I could get a refund. This sucks @Blockstream - do better.
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STACK TO THE FUTURE (@stack2thefuture)
Had a Jade as my backup HWW for ages and been trying to set it up for days since the Coldcard exploit.
I'm finally ready to give up.
This thing is an absolute piece of crap.
Wish I'd tested it sooner so I could get a refund.
This sucks @Blockstream -…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @mattkratter: A short story about #BIP110: Professor: "Here's your homework. It'll determine whether or not you pass this class. It's due Saturday." Bystander: "It's Wednesday & hardly anyone has turned in the homework!" Professor: "Yeah. What else would you expect?"
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Jason Hodlers | BIP-110 (@geekigai)
A short story about #BIP110:
Professor: "Here's your homework. It'll determine whether or not you pass this class. It's due Saturday."
Bystander: "It's Wednesday & hardly anyone has turned in the homework!"
Professor: "Yeah. What else would you expect?"
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @FractalEncrypt: This is a good little message in times of chaos. @FractalEncrypt's art remains as solid and interesting as ever. Definitely verified. I'm always curious about upcoming releases. Price has to pump tho or I can't afford anything this talented mf'er keeps making.
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Vandelay ₿TC Industries
⚡
(@VandelayBTC)
This is a good little message in times of chaos.
@FractalEncrypt's art remains as solid and interesting as ever.
Definitely verified. I'm always curious about upcoming releases.
Price has to pump tho or I can't afford anything this talented mf'er keeps…
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
RT by @FractalEncrypt: Amazing artwork. Bitcoin is time.
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V HODL
⚡
(@VeteranHODL)
Amazing artwork. Bitcoin is time.
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
This is absolutely diabolical foreshadowing. You cannot make this stuff up. Reality is stranger than fiction. Pay attention.
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FractalEncrypt ∞/21M (@FractalEncrypt)
This is absolutely diabolical foreshadowing.
You cannot make this stuff up.
Reality is stranger than fiction.
Pay attention.
SATOSHI • NOSTR • AI CLAW • LINUX • ₿2B • TECH • OSINT | HODLER DIY
If you run this free open source tool, it lets you steal funds from any remaining coldcard victims. BUT it also hacks your computer brutally and steals all YOUR wallets, passwords, and infects your computer...
😅
What are your thoughts here? Do unto others, or?
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FractalEncrypt ∞/21M (@FractalEncrypt)
If you run this free open source tool, it lets you steal funds from any remaining coldcard victims.
BUT it also hacks your computer brutally and steals all YOUR wallets, passwords, and infects your computer...
😅
What are your thoughts here?
Do unto others…