Regularization technique that halts training when validation performance stops improving.

Deterministic signature scheme with fast verification and strong security, commonly using the Ed25519 curve.

Node deployed close to users for low‑latency access, content delivery, or lightweight verification.

Withdrawal path from a rollup or L2 to its base L1, often subject to a challenge or finality period.

Marketplace for Ethereum economic security where validators can opt‑in to secure additional services via restaking.

Public‑key cryptosystem based on discrete logarithms; has homomorphic properties useful in voting.

Math structure used for efficient cryptography; examples include secp256k1, ed25519, BLS12‑381.

Dense vector representation of text, images, or audio capturing semantic relationships.

Model that converts inputs to vector embeddings used for search, clustering, or retrieval‑augmented generation.

Neural network component that maps inputs to latent representations; often bidirectional in Transformers.

Process of converting plaintext into ciphertext using ciphers and keys to ensure confidentiality.

Combining multiple models to improve accuracy and robustness, e.g., bagging, boosting.

Measure of uncertainty in a probability distribution; also used to describe randomness in cryptographic keys.

Pattern where data is encrypted with a data key, which is then encrypted with a master key for secure storage.

Short‑lived cryptographic key used for a single session or message to improve forward secrecy.

Discrete time window used for scheduling roles and computing rewards; includes individual and management epochs.

Seconds elapsed since 00:00:00 UTC on 1 January 1970; common timestamp in APIs and chains.

Token that represents ownership in an entity; may be regulated as a security depending on jurisdiction.

Consensus fault where a validator signs conflicting blocks or messages at the same height/round.

Multi‑token standard supporting both fungible and non‑fungible tokens in a single contract.

Fungible token standard with balances tracked per address, defining transfer and approval interfaces.

Non‑fungible token standard for unique assets, with safe transfers and metadata interfaces.

General‑purpose smart contract blockchain with an execution layer (EVM) and consensus layer (Beacon chain).

Unit measuring computational work in the EVM; users pay base fee plus tip per gas unit.

Lightweight JavaScript library for interacting with Ethereum and EVM chains, wallets, and contracts.

Popular Ethereum block explorer with verified contract source, analytics, and API.

Quantitative measure of model performance, such as accuracy, F1, BLEU, ROUGE, or perplexity.

Log emitted by a contract to index data off‑chain; not accessible to other contracts.

Continuous processing of on‑chain logs into queryable databases for analytics and app backends.

Low‑level machine code executed by the EVM, produced by compiling Solidity, Vyper, or Yul.

Low‑level operation executed by the EVM, such as CALL, DELEGATECALL, SLOAD, and SSTORE.

Chain or runtime that supports Ethereum bytecode and tooling with minimal modifications.

Evaluation metric for QA tasks measuring the fraction of predictions that exactly match the ground truth.

Node software that processes transactions and state transitions; pairs with consensus clients.

Layer responsible for running smart contract code and maintaining state, formerly “Eth1”.

Entity that sequences and executes transactions for a rollup, possibly distinct from the prover or validator.

Mechanism allowing users to withdraw funds from a Plasma chain back to L1 using priority queues and challenges.

Techniques that make model predictions interpretable, e.g., SHAP, LIME, saliency maps.

Systems for augmenting LLMs with search, retrieval, or code execution to ground answers in fresh data.

Maximum gas a transaction or block is allowed to consume; prevents infinite loops and DoS.

Per‑unit cost of gas; the base fee is burned under EIP‑1559 while tips incentivize inclusion.