Joined May 2021
169 Photos and videos
x.com/AnthropicAI/status/206… gg had to sell bc of this next

This is one of the best RR @Pumpfun coins I have ever seen TLDR; AI dev launches pump coin to fund dev. of GTA6 using AI. This hits all big narratives: -meme (gta6 before gta6 meme) -fundraising coin -tech -1 man company -gaming Gargantuan story if he starts to pull it off (his first post alone hit 5m views), with the ability to post high frequency, digestible visual progress Video games are probably the most visceral class of software As in the feeling of 'holy shit this was built with AI?' is most powerful because the software is most tangible, it's immersive interactable Gamble moon or dust
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This is one of the best RR @Pumpfun coins I have ever seen TLDR; AI dev launches pump coin to fund dev. of GTA6 using AI. This hits all big narratives: -meme (gta6 before gta6 meme) -fundraising coin -tech -1 man company -gaming Gargantuan story if he starts to pull it off (his first post alone hit 5m views), with the ability to post high frequency, digestible visual progress Video games are probably the most visceral class of software As in the feeling of 'holy shit this was built with AI?' is most powerful because the software is most tangible, it's immersive interactable Gamble moon or dust
Jun 12
No way. Higgsfield just built this for us.
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room temp IQs just don't get it
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Replying to @Pumpfun
for a bit more context because people are asking: x.com/ziwenxu_/status/206525…

Jun 12
I launched a token. It's called GTA-vi-caliber, ticker $B4GTA6. Every reward it earns goes straight into Claude Fable and Codex. Let's get the GTA6 before GTA6.
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check the date
QuStream is being deployed for secure drone communications, running directly in hardware under extreme power constraints. A live demonstration is scheduled this month with a NATO member armed forces. This work is being conducted alongside a prime defense contractor developing next-generation drone systems. In these environments, every unit of energy matters. Heavy cryptographic models directly reduce operational range. This is exactly the constraint QuStream is designed for. More soon.
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ALT Meditation Self Care GIF by MOODMAN

May 25
Quantum computers will break today's encryption. @qu_stream already solved it. Mathematically unbreakable, not "resistant." →Node network live on @Solana →NATO validated →Nokia & Capgemini incoming qustream.com
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$repo 50k -Gy9JHGYJP9eNByZtLkAMtzbzoTUPfkjqpuRD4BSpump have not shilled something on the TL in a while. This is really what GH should eventually turn into - a monetized leaderboard for github repos/devs. It is the natural capitalistic progression of all of these layoffs / solo devs looking to monetize their skills/work This is new, but the rr is so strong if real and executed that I'm willing to risk it here Watch the video, he goes into being the launchpad for GH repos, something other have tried to extractively accomplish DYOR
Quick tour of RepoRank. Submit repos or products, track what’s gaining traction, and build momentum - all in one place. Markets coming soon 👇
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For people getting oneshotted by the quantum news from google $QST at 3m is the highest rr within crypto right now. The team is all-in when it comes to quantum resistance, and their progress, partnerships and tech is the most advanced, miles ahead of competition, bar none TLDR; -CEO of @qu_stream (Adrian Neal) is senior director at capgemeni -QST has massive partners, including capgemeni, Nokia -capgemeni massive network of partners, including openAI -This network yields -> government, military, telecom, international cybersecurity contacts Contracts revenue spill into $QST once L1 is live All of this information is public, buried in bear market doom
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x.com/qu_stream/status/20346… big if true (its true)
Capgemeni partners with OpenAI Senior Director Adrian Neal is CEO of @qu_stream QuStream Just announced licencing and network partnership with Nokia and Capgemeni L1 soon Hello CT $QST linkedin.com/in/adrianneal/ capgemini.com/news/press-rel…
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Computa Initiate quantum resistance meta
Now, the quantum resistance roadmap. Today, four things in Ethereum are quantum-vulnerable: * consensus-layer BLS signatures * data availability (KZG commitments proofs) * EOA signatures (ECDSA) * Application-layer ZK proofs (KZG or groth16) We can tackle these step by step: ## Consensus-layer signatures Lean consensus includes fully replacing BLS signatures with hash-based signatures (some variant of Winternitz), and using STARKs to do aggregation. Before lean finality, we stand a good chance of getting the Lean available chain. This also involves hash-based signatures, but there are much fewer signatures (eg. 256-1024 per slot), so we do not need STARKs for aggregation. One important thing upstream of this is choosing the hash function. This may be "Ethereum's last hash function", so it's important to choose wisely. Conventional hashes are too slow, and the most aggressive forms of Poseidon have taken hits on their security analysis recently. Likely options are: * Poseidon2 plus extra rounds, potentially non-arithmetic layers (eg. Monolith) mixed in * Poseidon1 (the older version of Poseidon, not vulnerable to any of the recent attacks on Poseidon2, but 2x slower) * BLAKE3 or similar (take the most efficient conventional hash we know) ## Data availability Today, we rely pretty heavily on KZG for erasure coding. We could move to STARKs, but this has two problems: 1. If we want to do 2D DAS, then our current setup for this relies on the "linearity" property of KZG commitments; with STARKs we don't have that. However, our current thinking is that it should be sufficient given our scale targets to just max out 1D DAS (ie. PeerDAS). Ethereum is taking a more conservative posture, it's not trying to be a high-scale data layer for the world. 2. We need proofs that erasure coded blobs are correctly constructed. KZG does this "for free". STARKs can substitute, but a STARK is ... bigger than a blob. So you need recursive starks (though there's also alternative techniques, that have their own tradeoffs). This is okay, but the logistics of this get harder if you want to support distributed blob selection. Summary: it's manageable, but there's a lot of engineering work to do. ## EOA signatures Here, the answer is clear: we add native AA (see eips.ethereum.org/EIPS/eip-8… ), so that we get first-class accounts that can use any signature algorithm. However, to make this work, we also need quantum-resistant signature algorithms to actually be viable. ECDSA signature verification costs 3000 gas. Quantum-resistant signatures are ... much much larger and heavier to verify. We know of quantum-resistant hash-based signatures that are in the ~200k gas range to verify. We also know of lattice-based quantum-resistant signatures. Today, these are extremely inefficient to verify. However, there is work on vectorized math precompiles, that let you perform operations ( , *, %, dot product, also NTT / butterfly permutations) that are at the core of lattice math, and also STARKs. This could greatly reduce the gas cost of lattice-based signatures to a similar range, and potentially go even lower. The long-term fix is protocol-layer recursive signature and proof aggregation, which could reduce these gas overheads to near-zero. ## Proofs Today, a ZK-SNARK costs ~300-500k gas. A quantum-resistant STARK is more like 10m gas. The latter is unacceptable for privacy protocols, L2s, and other users of proofs. The solution again is protocol-layer recursive signature and proof aggregation. So let's talk about what this is. In EIP-8141, transactions have the ability to include a "validation frame", during which signature verifications and similar operations are supposed to happen. Validation frames cannot access the outside world, they can only look at their calldata and return a value, and nothing else can look at their calldata. This is designed so that it's possible to replace any validation frame (and its calldata) with a STARK that verifies it (potentially a single STARK for all the validation frames in a block). This way, a block could "contain" a thousand validation frames, each of which contains either a 3 kB signature or even a 256 kB proof, but that 3-256 MB (and the computation needed to verify it) would never come onchain. Instead, it would all get replaced by a proof verifying that the computation is correct. Potentially, this proving does not even need to be done by the block builder. Instead, I envision that it happens at mempool layer: every 500ms, each node could pass along the new valid transactions that it has seen, along with a proof verifying that they are all valid (including having validation frames that match their stated effects). The overhead is static: only one proof per 500ms. Here's a post where I talk about this: ethresear.ch/t/recursive-sta… firefly.social/post/farcaste…
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Capgemeni partners with OpenAI Senior Director Adrian Neal is CEO of @qu_stream QuStream Just announced licencing and network partnership with Nokia and Capgemeni L1 soon Hello CT $QST linkedin.com/in/adrianneal/ capgemini.com/news/press-rel…
Nokia and Capgemenj partnership
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@frankdegods just hold it brother trust
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Nokia and Capgemenj partnership
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Solana is the chain to speculate on holders Base is the chain to speculate on devs Choose your battles wisely anon
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Weird move imo from @bankrbot to give @tellrbot 50% rev unless there’s more than meets the eye Dream Scenario for bankr eco: They become the launchpad for curated quality web 2 launches (believe narrative) In this described scenario they fragment their main revenue source in half with this partnership. This lowers their own ceiling and therefor the ceiling of their tokens (tellr included). If Tellr succeeds then it will vamp all attention from regular, non tellr launches Weird internal dynamic here, but tellr clearly under valued (I gambled for entry and lost it) Best solution would be for bankr to purchase a ton of tellr and hold it as an internal investment
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Edit: was too good to be true, tellr dev bit off more than he could chew
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18 Dec 2025
Is there a github for this shit? Where's proof of tech
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17 Dec 2025
Remember when Coinbase started posting articles and talking about x402. And then payai blew up from 4m to 75m in 5 days and started a mini season of x402 during a time of doom and despair Yeah well consider the fact that @qu_stream has already signed institutional clients for Q1 for post quantum encryption... Consider the fact the man behind $QST is a 2 time NATO Defense Innovation Challenge winner Consider the caliber of entities interacting with the team at closed door NATO events If you were lucky enough to hear what was said in the last spaces, kudos to you
Quantum computers aren't here yet, but Solana Foundation is preparing for the possibility. To that end, we've consulted with Project Eleven to assess our quantum readiness. We're pleased to announce a first step, the deployment of post-quantum signatures on a Solana testnet.
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