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# notes and resources on protocol economy | ||
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<br> | ||
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### 👉 start with [how blockchain works](blockchains) | ||
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<br> | ||
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--- | ||
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## 🕹 game theory | ||
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<br> | ||
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* [columbia cryptoeconomics workshop 2022](https://www.youtube.com/playlist?list=PLpktWkixc1gUqkyc1-iE6TT0RWQTBJELe) | ||
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* [standford class on game theory](https://www.coursera.org/learn/game-theory-1#syllabus) and [advanced course](https://www.coursera.org/learn/game-theory-2) | ||
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* [finding pure strategy nash equilibrium in finite simultaneous games](https://www.youtube.com/watch?v=gINERi_wbbg) | ||
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* [censorship resistance in on-chain auctions, pai et al.](https://github.com/eljhfx/Decentralized-Auctions/blob/main/Censorship_Resistance_in_On-Chain_Auctions.pdf) | ||
- single proposer blockchains are not ideal for holding time sensitive auctions when the number of potential bidders is large. collusion arrangements are extremely profitable for the colluding bidder but only marginally profitable for the proposer. order agnostics mechanism should solve mev. | ||
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<br> | ||
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----- | ||
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## 🛵 protocol design | ||
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<br> | ||
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### proposer-builder separation | ||
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* [notes on pbs, by barnabe.eth](https://barnabe.substack.com/p/pbs) | ||
- thoughts on in-protocol pbs, market structure and allocation mechanism, whole vs. partial block building, block vs. slot auctions, inclusion lists, capturing true pbs value via consensus bid and protocol capture. | ||
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* [decentralizing the builder role, by j. charbonneau](https://joncharbonneau.substack.com/p/decentralizing-the-builder-role) | ||
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* [exploring cryptokitties midwives](https://medium.com/block-science/exploring-cryptokitties-part-2-the-cryptomidwives-a0df37eb35a6) | ||
- `giveBirth()` as an example of flawed economic incentive and randomization. | ||
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* [bookmark list for consensus researchers, by a. obadia](https://collective.flashbots.net/t/bookmarks-relevant-for-consensus-researchers/1204) | ||
- nice list from flashbots on canonical papers on consensus | ||
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<br> | ||
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### eip-1559 | ||
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* [transaction fee mechanism design for ethereum, by tim roughgarden](https://timroughgarden.org/papers/eip1559.pdf) | ||
- thoughts on how eip-1559 proposes a major change to ethereum's transaction fee mechanism, the market for ethereum transactions, incentive-compatible transaction fee mechanisms, and alternative designs. | ||
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* [congestion control and eip1559, by barnabe.eth](https://barnabe.substack.com/p/congestion-control-and-eip1559) | ||
* [understanding fees in eip-1559](https://barnabe.substack.com/p/understanding-fees-in-eip1559) | ||
* [mev and eip1559](https://github.com/MEV-WAIFU-LABS/mev/blob/main/MEV_on_Ethereum/eip-1559.md) | ||
## ⛓🧱 decentralized protocols | ||
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<br> | ||
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### mev-smoothing | ||
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* [burning mev through block proposer auctions, by domothy](https://ethresear.ch/t/burning-mev-through-block-proposer-auctions/14029) | ||
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<br> | ||
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### algorithmic game theory | ||
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* [algorithmic game theory, by tim roughgarden](https://theory.stanford.edu/~tim/papers/cacm.pdf) | ||
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<br> | ||
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### inclusion lists | ||
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* [inclusion list economics](https://efdn.notion.site/Inclusion-list-economics-b0d61d0e21a74963a54448e48d9adc8a) | ||
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<br> | ||
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------ | ||
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## 👾 models | ||
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<br> | ||
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* [CADlabs's ethereum economic model](https://github.com/CADLabs/ethereum-economic-model) | ||
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* **[how blockchains work](blockchains)** | ||
* **[game theory](game_theory)** | ||
* **[scalability](scalability)** | ||
* **[rollups](rollups)** | ||
* **[consensus](consensus_protocols)** | ||
* **[data availability](data_availability)** | ||
* **[optimization methods](optimization)** | ||
* **[applied cryptography](cryptography)** | ||
* **[yul and formal verification](yul)** | ||
* **[economic models](economic_models)** | ||
* **[auction mechanisms](auction_mechanisms)** |
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## auction mechanisms | ||
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<br> | ||
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* **[auction-zoo, from a16z](https://github.com/a16z/auction-zoo)** |
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## ethereum blockchain | ||
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<br> | ||
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#### evm execution | ||
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* in native execution, evm will load the bytecode and execute the opcodes in the bytecodes one by one from the beginning. | ||
* each opcode can be thought as doing the following steps: | ||
1. read elements from stack, memory, or storage. | ||
2. perform some computation on these elements. | ||
3. write back results to stack, memory, or storage. | ||
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<br> | ||
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#### light clients | ||
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* light clients receive the block headers, which contain a merkle root (more on this later) that can be used to query full nodes to verify if a transaction is included in a particular block. | ||
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<br> | ||
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#### ethereum roadmap | ||
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<br> | ||
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<img width="600" src="https://user-images.githubusercontent.com/1130416/234419153-76ab9f89-00e8-48e7-93c4-c8d880ec2007.png"> | ||
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<br> | ||
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---- | ||
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### external resources | ||
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<br> | ||
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* [geth code for stateDB](https://github.com/ethereum/go-ethereum/blob/d4d288e3f1cebb183fce9137829a76ddf7c6d12a/core/state/statedb.go#L64) | ||
* [understanding trie databases, by d. brickwood](https://medium.com/shyft-network/understanding-trie-databases-in-ethereum-9f03d2c3325d) |
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## solana blockchain | ||
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<br> | ||
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* **[solana handbook, by ackee](https://ackeeblockchain.com/solana-handbook.pdf)** |
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## consensus protocols | ||
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<br> | ||
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* **[ethereum](ethereum)** | ||
* **[snowman](snowman)** | ||
* **[tendermint](tendermint)** | ||
* **[mechanisms](mechanisms)** | ||
* **[decentralized sequencers](decentralized_sequencers)** | ||
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<br> | ||
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--- | ||
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### references | ||
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* **[shared sequencing, by expresso](https://hackmd.io/@EspressoSystems/SharedSequencing)** |
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## tl; dr | ||
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<br> | ||
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![](https://github.com/go-outside-labs/decentralized-protocols-research/assets/138340846/1e892bc0-a2a5-4064-b5dc-a321c13e1b87) | ||
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<br> | ||
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--- | ||
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### resources | ||
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<br> | ||
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* **[espresso systems](https://docs.espressosys.com/sequencer/espresso-sequencer-architecture/readme)** | ||
* **[shared sequencers, by bridge harris](https://bridgeharris.substack.com/p/a-primer-on-shared-sequencers)** | ||
* **[shared sequencers, by maven11](https://maven11.substack.com/p/the-shared-sequencer)** | ||
* **[shared sequencers, dba](https://dba.mirror.xyz/NTg5FSq1o_YiL_KJrKBOsOkyeiNUPobvZUrLBGceagg)** | ||
* **[shared sequencers, by celestia](https://forum.celestia.org/t/sharing-a-sequencer-set-by-separating-execution-from-aggregation/702)** |
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## 🛵 consensus protocols | ||
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#### proposer-builder separation | ||
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* [seeing like a protocol](https://barnabe.substack.com/p/seeing-like-a-protocol) | ||
- barnabe delights us with an overview of this mind thinking about protocols mev. | ||
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* [notes on pbs, by barnabe.eth](https://barnabe.substack.com/p/pbs) | ||
- thoughts on in-protocol pbs, market structure and allocation mechanism, whole vs. partial block building, block vs. slot auctions, inclusion lists, capturing true pbs value via consensus bid and protocol capture. | ||
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* [decentralizing the builder role, by j. charbonneau](https://joncharbonneau.substack.com/p/decentralizing-the-builder-role) | ||
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* [exploring cryptokitties midwives](https://medium.com/block-science/exploring-cryptokitties-part-2-the-cryptomidwives-a0df37eb35a6) | ||
- `giveBirth()` as an example of flawed economic incentive and randomization. | ||
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* [bookmark list for consensus researchers, by a. obadia](https://collective.flashbots.net/t/bookmarks-relevant-for-consensus-researchers/1204) | ||
- nice list from flashbots on canonical papers on consensus | ||
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<br> | ||
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#### eip-1559 | ||
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* [transaction fee mechanism design for ethereum, by tim roughgarden](https://timroughgarden.org/papers/eip1559.pdf) | ||
- thoughts on how eip-1559 proposes a major change to ethereum's transaction fee mechanism, the market for ethereum transactions, incentive-compatible transaction fee mechanisms, and alternative designs. | ||
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* [congestion control and eip1559, by barnabe.eth](https://barnabe.substack.com/p/congestion-control-and-eip1559) | ||
* [understanding fees in eip-1559](https://barnabe.substack.com/p/understanding-fees-in-eip1559) | ||
* [mev and eip1559](https://github.com/MEV-WAIFU-LABS/mev/blob/main/MEV_on_Ethereum/eip-1559.md) | ||
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<br> | ||
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#### mev-smoothing | ||
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* [burning mev through block proposer auctions, by domothy](https://ethresear.ch/t/burning-mev-through-block-proposer-auctions/14029) | ||
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<br> | ||
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#### inclusion lists | ||
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* [inclusion list economics](https://efdn.notion.site/Inclusion-list-economics-b0d61d0e21a74963a54448e48d9adc8a) | ||
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## protocol mechanisms | ||
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<br> | ||
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* **[leader election](leader_election.pdf)** |
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## snowman |
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## tendermint | ||
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<br> | ||
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* consensus protocol for ordering events in a distributed network under adversarial conditions (aka byzantine fault tolerant consenus, or atomic broadcast). | ||
* tendermint consists of two technical components: a blockchain consensus engine and a generic application interface, and works even if up to 1/3 of machines fail in arbitrary ways. | ||
* tendermint core (the consensus engine) performs BFT state machine replication (SMR) for arbitrary deterministic, finite state machines. | ||
* the application interface (abci) enables the transactions to be processed in any programming language. | ||
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<br> | ||
<br> | ||
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<p align="center"> | ||
<img src="https://github.com/go-outside-labs/decentralized-protocols-research/assets/138340846/fbb43593-d1d0-4efe-ae7e-80d880333a60" width="60%" align="center" style="padding:1px;border:1px solid black;" title="Jan 7th"/> | ||
</p> | ||
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<br> | ||
<br> | ||
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--- | ||
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### references | ||
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* **[tendermint docs](https://docs.tendermint.com/)** | ||
* **[tenderming abci](https://github.com/tendermint/tendermint/tree/v0.34.x/abci)** | ||
* **[the latest gossip on BFT consensus, e. buchman et al.](https://arxiv.org/abs/1807.04938)** |
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## applied cryptography | ||
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<br> | ||
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#### zkps | ||
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* **[check the autism-symposium's zero-knowledge-proofs repo](https://github.com/autistic-symposium/zero-knowledge-proofs-toolkit)** | ||
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<br> | ||
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#### math | ||
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* **[pairing-friendly elliptic curves of prime order](https://eprint.iacr.org/2005/133.pdf)** | ||
* **[intro to differential power analysis](https://link.springer.com/content/pdf/10.1007/s13389-011-0006-y.pdf)** | ||
* **[the 12 commandments of synchronization](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.227.3871&rep=rep1&type=pdf)** | ||
* **[ring confidential transactions](https://eprint.iacr.org/2015/1098.pdf)** | ||
* **[galois fields, part one](https://www.youtube.com/watch?v=yBVqk4YM2VY)** | ||
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<br> | ||
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#### authenticated data structures | ||
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* **[authenticated data structures as a library](https://bentnib.org/posts/2016-04-12-authenticated-data-structures-as-a-library.html)** | ||
* **[authenticated data structures, generically](https://www.cs.umd.edu/~mwh/papers/gpads.pdf)** | ||
* **[optimizing sparse merkle trees](https://ethresear.ch/t/optimizing-sparse-merkle-trees/3751)** | ||
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<br> | ||
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#### pir | ||
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* **[on simple private information retrieval experiments](https://mirror.xyz/go-outside.eth/4G5bsqUkjLxhQ0M9so3f25o4cABwN--tC40N3jkReug)** | ||
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<br> | ||
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#### bls multisig | ||
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* **[bls multi-signatures with pub-key aggregation](https://crypto.stanford.edu/~dabo/pubs/papers/BLSmultisig.html)** | ||
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<br> | ||
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#### general | ||
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* **[how to leak a secret](https://people.csail.mit.edu/rivest/pubs/RST01.pdf)** | ||
* **[bitcoin-monero cross-chain atomic swap](https://eprint.iacr.org/2020/1126.pdf)** | ||
* **[atomic swaps between bitcoin and monero](https://arxiv.org/pdf/2101.12332.pdf)** |
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