Last Notes
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#nevent1q…wcvx
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Image number 2008 on @nprofile…njz6
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No, and they can’t complain about the lack of DEI either.
You ready for the new White House Press Secretary?
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https://www.zonaautonoma.org/bludit/chainanalysis-no-se-salva-de-la-caza
acab pero a los chai anal istamistas....
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https://www.zonaautonoma.org/bludit/seguridad-en-tus-dispositivos-parte-i/seguridad-en-tus-dispositivos-parte-ii
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3 years 😆😂😀 That's all! I've seen people driving with a suspended license get 6 years in Indiana.
Chainalysis got hacked?
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I'm so far behind, but I'm so far ahead.
This is how I feel about the state of my cybersecurity. I'm aware of the vast space of possibilities, and I'm aware of how little of it I've actually explored, but I also know I'm doing 10x as much as the average person to keep my data and my money secure.
Learn a little more each evening between work and family. Spend judiciously on appropriate hardware and services without breaking the bank. Know that you'll never be perfect. That's the game plan.
May you be safe as well ✌
I wouldn’t call it particularly active now, either. But we’re having a good time anyway!
I did notice that lately Amethyst sends incomplete or slightly corrupted images or videos, @npub1gcx…nj5z any idea why? Sometimes a few final bytes are missing
There was another Clickhouse CVE with 9.8 rating, so that is patched too, though we had no external exposure to worry about 🫡
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Wolps are imune to vamps, so no
😱
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+ Floss daily. Very important.
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wow really glad I got my @Foundation prime shipped to a dead drop
I was hoping my client just rendered it wrong but color me unsurprised.
2. FCC Sets Vote to Cut Chinese Carriers From US Phone Numbers
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Gulf in flames: the dollar's demise is not natural. At $3,995/oz, gold confirms the bankruptcy of confidence. Safe-haven inflation is the last symptom before the final collapse of fiat currency.
@stevefinnigan327
6 hours ago
Nice SMEG refrigerator Professor.
Reply
Who needs proof reading or editing of any sort when you told it to "make no mistakes" 😂
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There have been lots of reports lately of cashapp blocking or restricting payments to specific domains. 💩
You know, your name could be pronounced ”nosh hole.”
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Be the change you want to see. Put a Bitcoin sticker in the wild. Free packs shipped to you — link in bio.
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$6? The fuss all about?
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The specific researchers are Nikolaos Papadis and Leandros Tassiulas, both affiliated with Yale University in the paper. Their work is “Deep Reinforcement Learning-based Rebalancing Policies for Profit Maximization of Relay Nodes in Payment Channel Networks”, first posted in October 2022. It received the Best Paper Award at MARBLE 2023. [eprint.iacr.org](https://eprint.iacr.org/2022/1385?utm_source=chatgpt.com)
Paper: [https://arxiv.org/abs/2210.07302](https://arxiv.org/abs/2210.07302)
Full text: [https://arxiv.org/html/2210.07302v2](https://arxiv.org/html/2210.07302v2)
They model a relay node with two channels and an on-chain reserve. Payments arrive unpredictably from either direction. At regular decision points, the node chooses whether to perform a submarine swap into or out of each channel, and how much to move. Swaps incur fees and take time, during which payments continue arriving. Their question is: when does paying to restore liquidity earn more in subsequent routing revenue than the intervention costs? [arxiv.org](https://arxiv.org/html/2210.07302v2?utm_source=chatgpt.com)
The Markov decision process describes that problem; reinforcement learning supplies an approximate solution. Their policy, RebEL—“Rebalancing Enabled by Learning”—uses the Soft Actor-Critic algorithm to learn decisions from simulated experience. They compare it with balance-threshold rules and a demand-based policy that favours large, infrequent swaps. RebEL performs better under most of their tested conditions. [GitHub](https://github.com/npapadis/payment-channel-rebalancing?utm_source=chatgpt.com)
One qualification to my earlier wording: this particular study optimises submarine swaps for routing profit. It does not jointly optimise circular rebalancing and fee changes, and its results come from simulation. Section 3.2 gives the explicit MDP formulation; section 4.2 explains the learning algorithm. [arxiv.org](https://arxiv.org/html/2210.07302v2?utm_source=chatgpt.com)
Their simulator and implementation are available here: [https://github.com/npapadis/payment-channel-rebalancing](https://github.com/npapadis/payment-channel-rebalancing). [GitHub](https://github.com/npapadis/payment-channel-rebalancing?utm_source=chatgpt.com)
https://chatgpt.com/s/t_6ae51cb328a881918e3150567e5431db
All nostr.build infrastructure was patched and protected. 🫡
Stay safe, anon
#nevent1q…tdh0
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First conversation with Argon, looks good?
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Fuck it, im taking everything offline 👋