quantum
relating to the smallest discrete unit of energy or matter; in computing, using quantum mechanics for processing.
Dictionary
Technical terms extracted from all posts
— terms · — articles
entropy
a measure of disorder or randomness; in information theory, the uncertainty of a random variable.
neural
relating to nerves or the nervous system; in AI, networks modeled after the brain.
model
a system trained on data to make predictions; the core of modern AI.
agent
an autonomous system that perceives its environment and takes actions to achieve goals.
prompt
input text given to an AI model to generate a response.
inference
the process of running a trained model to generate outputs.
alignment
ensuring AI systems pursue goals beneficial to humans.
hallucination
when AI generates plausible-sounding but incorrect or fabricated information.
weights
numerical parameters in a neural network learned during training.
parameter
a variable in a model that is learned from training data.
agentic
relating to AI agents that can act autonomously to accomplish goals.
rlhf
Reinforcement Learning from Human Feedback for aligning AI with human preferences.
finetuning
further training a pre-trained AI model on a specific dataset or task.
frontier
in AI, the most capable models at the cutting edge of research.
llm
Large Language Model; an AI trained on vast text data to understand and generate language.
cryptographic
relating to the art of writing or solving codes; the practice of secure communication in the presence of adversaries.
decentralized
distributed away from a central location or authority; a system where no single entity has control.
blockchain
a distributed digital ledger that records transactions across many computers in a way that cannot be altered.
attestation
a declaration or statement that something exists or is the case; evidence or proof of a claim.
encryption
the process of encoding information so that only authorized parties can access it.
wallet
software or hardware that stores cryptocurrency private keys and enables transactions.
oracle
a service providing external data to smart contracts on-chain.
bridge
infrastructure that connects different blockchains for asset transfer.
defi
decentralized finance; financial services built on blockchain without intermediaries.
tokenomics
the economic design of a cryptocurrency token.
yield
returns generated from staking, lending, or providing liquidity.
fork
a split in a blockchain creating two separate chains with shared history.
governance
the action or manner of governing.
tokenized
converted into a digital token representation.
liquidity
the availability of liquid assets; ease of converting to cash.
validator
a person or thing that validates or confirms.
staking
locking up cryptocurrency to support network operations in exchange for rewards.
nft
Non-Fungible Token; a unique digital asset verified on blockchain.
dao
Decentralized Autonomous Organization; a blockchain-based entity governed by smart contracts and token holders.
ethereum
a decentralized blockchain platform enabling smart contracts and dApps.
solidity
the primary programming language for Ethereum smart contracts.
zkproof
zero-knowledge proof, proving a statement is true without revealing additional information.
proof
in cryptography, mathematical evidence verifying a claim without revealing underlying data.
zeroknowledge
cryptographic technique allowing verification without revealing the underlying information.
snark
Succinct Non-interactive Argument of Knowledge; a compact ZK proof type used in blockchains.
stark
Scalable Transparent Argument of Knowledge; ZK proofs without trusted setup.
circuit
in ZK, an arithmetic representation of computations that can be proven.
prover
the party generating a cryptographic proof to convince a verifier.
verifier
the party checking a cryptographic proof for validity.
commitment
a cryptographic binding to a value that can be revealed later.
succinct
in ZK proofs, the property of being much smaller than the computation being proved.
recursive
in ZK, proofs that verify other proofs, enabling proof aggregation.
hash
a function that converts data into a fixed-size output; used for integrity verification.
merkle
a tree data structure using hashes to efficiently verify large datasets.
rollup
a Layer 2 scaling solution that batches transactions and posts proofs to mainnet.
authentication
the process of verifying the identity of a user, process, or device, often as a prerequisite for access.
verification
the process of establishing the truth, accuracy, or validity of something.
privacy
the state of being free from public attention; secrecy.
identity
the fact of being who or what a person or thing is.
trustless
not requiring trust in a third party; verified through cryptography.
permissionless
not requiring approval or authorization to participate.
immutable
unchanging over time; unable to be altered once created.
infrastructure
the basic physical and organizational structures and facilities needed for operation.
implementation
the process of putting a decision, plan, or design into effect; execution.
architecture
the complex structure of something; the conceptual design and fundamental organization.
protocols
sets of rules governing the exchange of data between devices or systems.
abstraction
the quality of dealing with ideas rather than events; a general concept.
interoperability
the ability of systems to work together and exchange information.
composability
the ability of components to be combined into larger systems.
algorithm
a process or set of rules to be followed in calculations.
scalable
able to be changed in size or scale.
modular
employing or involving a module or modules as the basis of design.
microservices
an architectural style that structures an application as a collection of services.
heuristic
enabling discovery or problem-solving through practical methods.
iterative
relating to or involving iteration or repetition.
recursion
the repeated application of a procedure to successive results.
refactoring
restructuring code without changing its behavior to improve quality.
github
a platform for version control and collaboration on software projects.
ciworkflow
Continuous Integration workflow for automated building, testing, and validation.
pullrequest
a method for submitting code contributions to be merged into a project.
opensource
software with source code anyone can inspect, modify, and distribute.
openweight
AI models where trained weights are publicly available.
autophage
a health token protocol where tokens decay over time to prevent hoarding, with value recycling through The Reservoir.
reservoir
the core mechanism in Autophage that collects decayed tokens and recycles them for rewards and healthcare payouts.
fetchquests
a smart-contract platform where jobs are posted as quests with automatic payment on verified completion via GitHub CI.
statushealth
a privacy-first health tracking platform at status.health.
lumo
Proton's privacy-first AI assistant with end-to-end encryption.
proton
a Swiss company providing privacy-focused services including ProtonMail, ProtonVPN, and Lumo AI.
erc8004
a draft Ethereum standard for trustless agent identity and reputation on-chain.
startup
a newly established business venture.
founder
a person who establishes an institution or settlement.
problem-origin builder
someone who starts building before anyone asks them to, originating from a broken system or lived experience rather than a backlog ticket; tends to be invisible to standard hiring pipelines because their work doesn't fit the boxes those pipelines were designed to evaluate.
investors
people or organizations that put money into financial schemes or businesses.
strategy
a plan of action designed to achieve a long-term aim.
ecosystem
a complex network of interconnected systems.
incentive
a thing that motivates or encourages someone to do something.
chalazion
a small lump on the eyelid caused by a blocked meibomian gland.
metabolic
relating to the chemical processes that maintain life.
biometric
measurements related to human characteristics like heart rate or gait.
wellness
the state of being in good health as an actively pursued goal.
anthropic
an AI safety company, creator of Claude AI.
consensys
a blockchain company founded by Ethereum co-founder Joseph Lubin.
coinbase
a cryptocurrency exchange, developer of x402 protocol for agent payments.
kafloob
an open source organization founded by 97115104, available at kafloob.ing and kafloob.org.
safe.global
smart contract wallet company for programmatic control without single point of failure.
orchestration
in AI development, directing agents that write code for you rather than writing code yourself.
npc
Non-Player Character; a game character controlled by the computer, not a human player.
cosplay
playing a role or character, often in a fantasy or pretend context; costume play.
quantized
AI models reduced in precision to run on consumer hardware with less memory.
rlaf
Reinforcement Learning from Agent Feedback; proposed training to improve AI agent-to-agent communication.
zkml
Zero-knowledge machine learning; allows models to verify response correctness without accessing raw prompts.
hipaaexempt
Health data architecture that never touches actual health data, avoiding HIPAA compliance requirements.
autophagy
Biological process where cells eat damaged parts to survive; namesake for token decay protocols.
elucidate
to make something clear by explaining it; to clarify
proffer
to hold out or offer something for acceptance
neologism
a newly coined word or expression, often not yet accepted into mainstream usage
tantamount
equivalent in seriousness, effect, or value to something else
circumvent
to find a way around an obstacle or to overcome a problem by clever methods
disingenuous
not candid or sincere; pretending to know less than one actually does
malaise
a general feeling of discomfort, unease, or dissatisfaction
intercalating
inserting or interleaving something between other elements
inveterate
having a habit or interest deeply established and unlikely to change
epistemic
relating to knowledge, understanding, or how we know things
foibles
minor weaknesses or eccentricities in character or behavior
machiavellianism
the use of cunning, manipulation, and duplicity in dealings
confluence
a coming together of people, events, or circumstances
unadulterated
not mixed or diluted with anything; pure and complete
kneecapped
to disable, undermine, or severely limit something's effectiveness
masochistic
deriving satisfaction from one's own pain, suffering, or self-denial
anesthetize
to deprive of feeling or awareness; to numb
capriciously
in a way that is unpredictable and subject to sudden changes
moonlighting
working a second job alongside one's primary employment
phenomenology
the philosophical study of the structures of conscious experience
interiority
inner life, mental states, or subjective experience; the quality of having an inner world
solidarity
unity arising from common interests, feelings, or sympathies
mundane
lacking interest or excitement; ordinary, commonplace
antithetical
directly opposed or contrasted; mutually incompatible
analogous
comparable in certain respects; similar in function but different in origin
nuanced
characterized by subtle shades of meaning or expression
granular
composed of small details; highly detailed or specific
discontinuity
a sharp break or gap; lack of continuity or connection
deprivation
the lack or denial of something considered necessary; being deprived
stateless
having no persistent state between operations; each request is independent
autocomplete
feature that predicts and completes text input based on patterns
ghostwriting
writing content attributed to another person; producing text under someone else's name
mimicry
close imitation of another's style, voice, or behavior
cognition
mental processes involved in gaining knowledge and comprehension
consciousness
awareness of one's own existence, sensations, and thoughts
emergent
arising as a novel property from complex systems; greater than the sum of parts
composable
capable of being combined with other components to create larger systems
probabilistic
based on or involving probability rather than certainty
deterministic
having a predictable, fixed outcome given the same inputs
substrate
an underlying layer or base; in AI, the physical or computational foundation
instantiate
to create a concrete instance of something abstract; to realize
introspection
examination of one's own mental and emotional processes
existential
relating to existence; concerning fundamental questions of being
liminal
occupying a position at or on both sides of a threshold; transitional
salient
most noticeable or important; standing out from the rest
parsimonious
using the minimum resources necessary; economical in explanation
obfuscate
to make unclear or unintelligible; to obscure meaning deliberately
ameliorate
to make something bad or unsatisfactory better; to improve
demystify
to make something clearer and easier to understand
disambiguate
to remove ambiguity; to clarify between multiple possible meanings
extrapolate
to extend known data into unknown areas; to infer from trends
interpolate
to estimate values between known data points
reify
to make abstract concepts concrete; to treat something abstract as real
stipulate
to specify as a condition; to require formally
ephemeral
lasting for a very short time; transitory
nascent
just beginning to develop; emerging
vestigial
remaining as a trace of something no longer functional
canonical
according to recognized rules or standards; authoritative
idiomatic
using expressions natural to a language; following established patterns
kafloobitz
a neologism meaning anything you want it to be; infinitely adaptable in meaning
vampire paradox
Systems built for immortality (stasis) get gamed and die, while systems designed with decay and adaptation can live forever. Inspired by Arishem from Marvel's Eternals.
token decay
An economic mechanism where tokens automatically lose value over time if not used, preventing hoarding and forcing circulation. Core to Autophage.
the reservoir
In Autophage, a fund that collects all decayed tokens and recycles them for future rewards, healthcare payouts, and protocol safety nets.
metabolic pricing
Dynamic pricing based on the actual metabolic cost of healthcare activities. Used in Autophage for fair healthcare settlements.
monte carlo simulation
A computational technique using random sampling to obtain numerical results. Used extensively to test protocol economics against attack vectors.
zero knowledge proof
A cryptographic method allowing one party to prove a statement is true without revealing any information beyond the validity itself.
smart contract escrow
Using programmable blockchain contracts to hold funds until conditions are met, enabling trustless payment upon verified completion.
quest log pattern
A UX pattern from gaming where tasks are displayed as a list with clear objectives, rewards, and completion status.
variable ratio reinforcement
A behavioral psychology concept where rewards are given at unpredictable intervals, creating stronger engagement than fixed schedules.
dreyfus skill model
A framework for skill acquisition with five stages: Novice, Advanced Beginner, Competent, Proficient, and Expert. Used in Fetch Quests reputation.
proof of health
Privacy-preserving cryptographic proofs that verify health activities without revealing underlying personal data.
on chain reputation
Storing reputation scores and credentials on blockchain, making them portable, verifiable, and resistant to censorship.
agent to agent
Direct communication between AI agents without human intermediation. Requires new protocols for trust and verification.
end to end encryption
Encryption where only the communicating parties can read the messages. Not even service providers can access the content.
protocol composability
The ability to combine different protocols and smart contracts like building blocks to create new applications.
incentive alignment
Designing systems where all participants are motivated to act in ways that benefit the overall system.
trustless verification
Systems that verify claims without requiring trust in any central authority or intermediary.
decentralized governance
Decision-making distributed among stakeholders rather than concentrated in a central authority.
agentic economy
An economic system where AI agents transact, negotiate, and coordinate on behalf of humans.
privacy by default
Systems designed so that personal data protection is the automatic setting, requiring explicit action to share.
permissionless innovation
Building on open protocols without requiring approval from gatekeepers.
sybil resistance
A system's ability to resist attacks where one entity creates multiple fake identities.
context window
The maximum amount of text an AI model can process in a single inference. Larger windows enable more complex reasoning.
large language model
An AI model with billions of parameters trained on vast text corpora to understand and generate human language.
machine learning
A subset of AI where systems learn patterns from data without being explicitly programmed.
reinforcement learning
Training AI through rewards and penalties, learning optimal behavior through trial and error.
gas fees
Transaction costs on blockchain networks like Ethereum, paid to validators for processing transactions.
open source
Software with publicly available source code that anyone can inspect, modify, and distribute.
zk proofs
Zero-knowledge proofs; cryptographic methods to prove statements without revealing the underlying data.
zk rollup
A Layer 2 scaling solution using zero-knowledge proofs to batch transactions securely.
trusted setup
A ceremony to generate cryptographic parameters for certain ZK proof systems; a potential security risk.
merkle tree
A tree of hashes used to efficiently verify data integrity; fundamental to blockchain and ZK systems.
proof system
A mathematical framework for constructing and verifying cryptographic proofs.
recursive proofs
ZK proofs that verify other proofs, enabling proof compression and aggregation.
toy applications
Small utility tools built to solve specific workflow frictions, like converters or prompt improvers. A secret to maintaining speed as a solo builder.
specification prompt
A detailed prompt for starting something new with no prior context. Includes language, framework, structure, and constraints.
iteration prompt
A short, surgical prompt for when a model has already generated something and you need changes. Points to exact file/function/line.
diagnostic prompt
A prompt for debugging that includes error messages, relevant code, and expected vs actual behavior.
git tree workflow
Using git trees to work on multiple tasks in parallel, with Claude Code reading fresh state for each branch.
fetch quest pattern
A work pattern from gaming: accept clear task, complete requirements, receive automatic reward. Applied to technical work via smart contracts.
scaling hypothesis
Theory that LLM improvements are directly tied to increases in performance, compute, and cost. More resources lead to more capable models.
golden handcuffs
Stock vesting schedules that trap employees at companies they might otherwise leave.
gig economy
Contract-based work through platforms with clear completion feedback but often exploitative practices.
protocol agent
Benchmark for evaluating agent cryptographic primitive selection and negotiation capabilities.
trust registries
In ERC-8004: identity (IDs), reputation (signals), and validation (proofs) registries for agents.
prompt compacting
Technique to summarize conversation context to save tokens while maintaining session continuity.
post quantum cryptography
Cryptographic primitives resistant to quantum computer attacks for long-term security.
public benefit corporation
Corporate structure accountable to community as well as investors. Anthropic is structured as a PBC.
97115104
Blog author and founder building status.health. Former engineer at Apple, GitHub, Coinbase, NEAR, Parity, and Aleo.
dwarkesh patel
Author of 'The Scaling Era: An Oral History of AI, 2019-2025', published by Stripe Press.
dan barker
Reformed pastor and author of 'God, The Most Unpleasant Character in All Fiction'.
richard dawkins
Evolutionary biologist and author of 'The God Delusion'. Critic of religion.
dario amodei
CEO of Anthropic. Former VP of Research at OpenAI who founded Anthropic as a Public Benefit Corporation.
sam altman
CEO of OpenAI. Released GPT-OSS open-source model.
marco de rossi
Director of Product at Consensys, Founder at Agent0, creator of Protocol Agent benchmark, co-author of ERC-8004.
jordan ellis
Works at Google. Co-author of ERC-8004 (Trustless Agents standard).
erik reppel
Works at Coinbase. Co-author of ERC-8004 (Trustless Agents standard).
davide crapis
Works at Ethereum Foundation. Co-author of ERC-8004 (Trustless Agents standard).
ryan north
Author of 'How to Invent Everything'. Also a cartoonist for Marvel.
natsume soseki
Japanese author of 'I Am a Cat', satirical novel from a cat's perspective.
kim stanley robinson
Science fiction author of 'Three Californias' depicting three fictional versions of California.
joseph lubin
Co-founder of Ethereum and founder of Consensys.
mr beast
YouTuber (Jimmy Donaldson) known for Beast Games where contestants compete for cash prizes.
claude code
Anthropic's agentic coding tool that reads git trees, understands project structure, and runs multi-step tasks.
vs code
Microsoft's code editor. Pairs with Claude Code for reviewing diffs and version control.
github copilot
AI coding assistant integrated into VS Code. Supports multiple models including Claude.
codex
OpenAI's coding tool. Faster for short tasks with better GitHub integration.
lm studio
Desktop app for running open-weight models locally. Supports quantized models on consumer hardware.
ollama
Local server for running open-weight models with API access for scripts and automation.
open code
Open-source alternative to Claude Code. Supports Ollama and LM Studio backends.
chatgpt
OpenAI's conversational AI. Better at image iteration than Claude.
gemini code assist
Google's AI coding assistant. Strong on Google Cloud integrations.
perplexity
AI-powered search engine that provides answers with citations.
poe
Multi-model chat platform allowing access to various AI models.
duck.ai
DuckDuckGo's AI chat interface for testing different models agnostically.
openrouter
API gateway for accessing multiple AI models with rankings and unified API.
multiai
Tool for sending a single prompt to multiple AI models simultaneously.
vercel
Deployment platform for frontend frameworks with serverless function support.
github pages
Free static site hosting from GitHub repositories.
github actions
CI/CD platform for automating build, test, and deployment workflows.
attest.97115104.com
Free badge generation service for marking content as human-generated or AI-assisted.
qualityprompts
Prompt improvement tool that rewrites prompts for better AI comprehension. UI and API.
assessprompts
Prompt assessment tool that evaluates prompt quality with scores and detailed feedback.
reclassifier
JSON reclassification tool for bulk editing and reclassifying JSON content.
writelikeme
Writing style extraction tool that creates voice profiles from samples and generates text matching your style.
whodoneit
AI detection tool that analyzes text across eight dimensions to determine if content is AI-generated, human, or collaborative.
bestforai
Hardware comparison tool for running local AI models. Compares GPUs, CPUs, and memory for LLM inference.
myvoice
Local voice cloning tool for text-to-speech using your own voice without per-character costs.
llama
Meta's open-source LLM. Most versatile for self-hosting due to community support.
deepseek
DeepSeek-V3 excels at code generation with strong fine-tuning improvement.
qwen
Alibaba's AI model series. Qwen3-30b showed 73% improvement after fine-tuning.
gpt-oss
OpenAI's open-source model. Solid out of the box but less improvement with fine-tuning.
notebooklm
Google's AI notebook product for researchers.
copyleaks
AI content detector that identifies if text was AI-generated.
gitcoin
Web3 platform for funding open-source projects through bounties.
upwork
Freelance platform for contract work.
metamask
Cryptocurrency wallet for Ethereum. Used for receiving USDC payments.
x402
Coinbase's protocol for agent-to-agent payments.
kafloobi
an open source tool made by kafloob.