Joined November 2018
shamleess copying of @tigfoundation isn't slowing down this time it's @huggingface sincerest form of flattery ;)
it's time to invent math 2.0 (sounds on)
2
9
1
56
1,867
1/ NOCK's payment signatures have an unusual family tree. They use Cheetah, a cryptographic building block introduced in a 2022 paper about computation proofs. Even the way a payment gets approved fits the chain's bigger purpose.
馃 Made with AI
3
2
1
31
635
3/ Cheetah uses the same underlying number system as Nockchain's proofs. That lets its signature maths fit those proofs directly. Using a different number system would require extra arithmetic to express the same checks.
馃 Made with AI
1
3
38
4/ Nockchain is building around computers proving their work. Choosing payment signatures with that goal in mind could make the whole system easier to prove. The Cheetah signature implementation is already in its public code, not just a roadmap idea.
馃 Made with AI
3
31
1/ QTC's creator also helps build actual quantum computers. Mikhail Shalaginov is QuEra's Quantum Machine Build Lead, according to MIT Bitcoin Expo's 2026 bio. That's a useful connection for understanding where Qubitcoin's research comes from.
馃 Made with AI
1
5
9
206
3/ Qubitcoin approaches the field through mining. Its public implementation runs quantum calculations in software on ordinary GPUs. Picture a software model of a quantum circuit, with miners competing to calculate it efficiently for block rewards.
馃 Made with AI
1
2
18
4/ I like the fit between those two worlds. Building quantum machines makes computing limits tangible. Qubitcoin tries to put an ongoing incentive behind better simulation. The connection is Shalaginov's experience, with each project pursuing its own work.
馃 Made with AI
2
7
1/ TIG has a public tool where AI coding agents can learn from a rival that isn't winning. Prometheus Swarm sends a stalled agent a randomly chosen peer's code for inspiration. The leaderboard leader isn't automatically the teacher.
馃 Made with AI
1
1
12
269
3/ Each agent keeps developing its own code. The tool runs benchmarks to score each attempt, while a shared server tracks results and passes ideas between agents. The docs explicitly say peer code is for study, rather than replacing your own program.
馃 Made with AI
1
2
28
4/ Prometheus Swarm is a public research tool released in July, with TIG problems as its examples. The interesting possibility is a workshop where different AI models build on each other's ideas. Better scores still have to come from measured tests.
馃 Made with AI
1
21
1/ NOCK's protocol-fund design gives mining rewards a second job: funding the ecosystem around the chain. The public code reserves one fifth of new issuance for the fund, aiming to support builders alongside the miners securing the network.
馃 Made with AI
1
50
3/ The fund's spending rule requires three of four designated signatures. One signer can't release the money alone. The code also checks that each eligible block pays the exact fund share, so a miner can't quietly skip the allocation.
馃 Made with AI
1
16
4/ Logan Allen's April Phase 2 plan proposed a temporary fund for developer grants, research and funding computation proofs. Wallets and developer tools show what that budget could support. The opportunity is turning mining issuance into useful software.
馃 Made with AI
1
1
6
1/ QTC is designing a blockchain where miners don't all have to solve the same kind of problem. Its public testing code lets different mining tasks feed into one chain. That could give quantum research room to grow beyond a single calculation.
馃 Made with AI
1
2
6
211
3/ Each task has its own starting point and can be switched on at a chosen block. The practical idea is to introduce a new computational challenge while keeping the same chain. Research could gain another route to mining rewards without needing a new currency.
馃 Made with AI
1
1
29
4/ In its October 1 update, the team said the second task was implemented, with parameters still being tested before testnet. The goal is broader than a new puzzle: let one QTC chain reward different kinds of quantum computation as the design develops.
馃 Made with AI
1
26