Works at @ecosapiensxyz 🌱 || I am proficient in Python || Data Scientist & Machine Learning Engineer 👨‍💻 || Web3 📈 || 🔴 @Manutd

Abuja, Nigeria
Joined November 2023
10_Kay🧧 retweeted
📺✨ Thierry Henry's reaction when he saw a clip of Kate Scott being a presenter back in 2007. 🤣 Together, Henry and Kate will present the Ballon d'Or Ceremony. ❤️
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No religion is greater than humanity. Not Islam, not Christianity, not Iṣẹ̀ṣè, not Judaism… Any religion that doesn’t accommodate others and/or prioritize humanity is not a good religion.
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Why using AI?😑
If you can name at least FOUR of them, you’re a true football legend! 🐐🔥
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My $AXIS allocation is confirmed. Claiming opens at TGE, 21 Oct 2026. Check yours at airdrop.axisrobotics.ai
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10_Kay🧧 retweeted
WHAT ??
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I need a Tasker for this Odin Writer, If you get and can task DM.
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Jeriq is coming to your favorite cinema soon 🍿
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Ok >>>
I need a nonchalant response to “I hate you”
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Thats Prime Thomas Muller right there.
2 bad bitches and their gay friend🫦
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Growing food is one challenge. Finding the right market after harvest is another. 🌾 Building @AgroBridgeng keeps reminding me that technology and data matter most when they help solve real problems for real people. Still learning. Still building. 🌱 #AgriTech #DataScience
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Sorry, but can someone help me with the summary?
I don't recommend anyone scramble to move their funds to new wallets today. But we should take the risks to cryptography from AI-accelerated math seriously, and minimize our exposure to not just quantum-vulnerable cryptography, but also potentially AI-vulnerable cryptography. The core new area of risk from this viewpoint is, unfortunately, ML-DSA / FHE / lattices. (and it's also another reason, along with quantum, why ECDSA might fall even faster than expected, hence the "fresh address" recommendation) So far most people have been in the mode of thinking "elliptic curves broken, hashes safe, lattices safe". But there is a good chance that the concrete security of lattices will take serious hits from the next two years of AI math. The basic threat model is: factoring is something that naively takes 2^(n/2) time, but over decades smart people have found and optimized number field sieves, and degraded that to 2^O(n^(1/3)), which is why RSA keys and signatures need to be ~400 bytes (and not 64 bytes). What if there are skeletons in the closet like that, both for elliptic curves and lattices, that we are simply not smart enough to discover - but bots soon will be? This is a major part of the reason why for the past year ethereum's lean roadmap has been going in the "hash-only" direction: no lattices, no ML-DSA, no Falcon, no lattice-based commitments inside ZK proofs, etc. Signatures in lean ethereum are all hash-based, either WOTS or SPHINCS-. For signatures and proofs, we already know how to go hash-only. The bigger challenge is for *public-key encryption* - and this goes far beyond blockchains. Secure communication, anonymizing protocols, lots of things need public-key encryption. And unfortunately there are long-standing mathematical theorems showing why public-key encryption cannot be done with hashes alone. You have to have some kind of trapdoor object that has at least one form of usable "structure" - either group theory (incl. isogenies) or lattices or code-based or potentially in the future even more newfangled and spooky things (local mixing?). But for anything that has structure, you should assume that AI will make at least some progress in breaking that structure. Here, one reasonable inference is that if you want to make something plausibly long-term secure, multiply the key sizes by 10. To me that's a very plausible world and something not at all extreme to predict. If AI will bring us 50 years of math in 2 years, then that 50 years of math may very plausibly include a "naive factoring -> GNFS" level of improvement to our ability to break lattices. In that world, lattices will still exist, but they will have to be significantly bigger to guarantee the same level of safety. And at those new larger sizes, hash-based constructions will beat lattice-based constructions on concrete efficiency in every use case where hash-based constructions are possible at all. Theoretically, of course it's possible that hashes are broken too (eg. P = NP would imply that). But I think P = NP is very unlikely. And intuitively, it's much more likely that a mathematical object has exactly no exploitable structure (like hashes are intended to), than that a mathematical object has exactly ~3 forms of exploitable structure (for elliptic curves: associativity, Schoof, pairings) and not some secret fourth form of structure we have not yet discovered that greatly degrades its security (for elliptic curves, ECDLP and pairing security). Similar for LWE, SVP, RLWE and the zoo of lattice problems. For this reason, we do not yet see any reason to worry and start padding the byte size of hashes (if we start to worry more, we would pad the round count first before doing anything to the byte size). Concrete TLDR, my own personal views: * Hash-based > lattice-based, in those situations where hash-based is possible at all * For anything lattice-based, be much more paranoid on param sizes. Remember that blockchains are only a small portion of the cryptography story; this point goes far beyond blockchains and applies to eg. access to websites, secure messaging, Tor / VPNs ... * For privacy protocols, strongly favor NOT putting encrypted notes onchain. Instead, send them offchain through some third-party mechanism. * If it's not difficult for you, keeping your funds in addresses which have not yet been used to make a transaction is a good idea. If it's easy for you, do it. **But be careful about migrations; I personally have lost more money in botched migrations than I have lost in all hacks combined**. * For multisig wallets, doing confirmations offchain is better than onchain, because this way the signatures of signer wallets do not get exposed to the public, so if ECDSA falls to AI much faster than expected, at least the multisig "gracefully degrades" to a 1-of-1 where the 1 is whoever was gathering the signatures - a much better place to be than "anyone can take the money" firefly.social/post/x/210783…
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Why sounding so bitter?
I knew she was a fraud. And the painful thing is Nigerians are easily deceived by these fraudsters. There are currently over 3 games being funded heavily by Konami that has not given them an annual profit of up to $70k yet but your vibecoded trash has made you $100K in a week.
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10_Kay🧧 retweeted
$PLAY is SOLD OUT 100 depositors filled $PLAY to the top $227,500 backing 200 claw machines across Shenzhen malls. Monthly payments in USDC, with a 12–15% a year. Thank you to everyone who trusted us with this one.
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10_Kay🧧 retweeted
Crypto has a brutal eviction policy. 😂 Abstract just got shown the door. Now every chain is suddenly checking its lease. 👀 So… who’s getting the next “we need to talk” email? 🫣 I think it arbitrium Nova next.
🚨 Now live on XO! Booms and busts are hardcoded in nature, and blockchains might not be any exception to that. Which one shuts down next?
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Working on @AgroBridgeNg’s Real-Number Series reminded me: A number tells you what happened, but context helps explain why. Agricultural prices change with location, season, quality, logistics & market access. As a Data Scientist, I’m learning to look beyond the number. 📊🌾 – at Lagos, Nigeria
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Building a startup has taught me something simple: Having an idea is the easy part. Turning it into something people can actually use takes listening, testing, learning and sometimes starting again. 🌱 Still building. Still learning. 🚜 #AgriTech
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They don't make them like you anymore.. @WayneRooney
22 years ago 🤦🏻‍♂️ Debut memories ❤️
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10_Kay🧧 retweeted
22 years ago 🤦🏻‍♂️ Debut memories ❤️
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🚨 𝗡𝗘𝗪: One month after the move, Tijjani Reijnders opens up about his decision to move to Saudi Arabia: 🗣️ “Once my playing career is over, I don’t want to have to work anymore. Of course, I probably wouldn’t have needed to work anymore after my contract at Manchester City either, but this move allows me to secure the future of the next generations of my family." “I’m not going to lie about that. By signing this contract, I can make sure even my grandchildren are financially secure, so why wouldn’t I do it?”
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I no blame you sha, na @itelNigeria I go blame if them no pick you.
This quoted post is unavailable.
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