Entropy
Entropy — a reference card for a crypto project: what the product does and how verifiable the project’s key claims are; also — alignment with the Decentralized AI thesis (DecAI Fit).
Entropy — an AI/Other project (AI curation/ranking of content), token (symbol: —).
Disclaimer
Important: this page is a reference overview of the project. Within DecAIHub, we separately record a verification based on open sources within the AI thesis (what is real AI/onchain/why a token, and which sources this is based on).
This is not financial advice and not a recommendation to buy/sell/hold any asset. We do not assess price, returns, or entry/exit timing.
Conclusions are based on publicly available materials found as of the verification date. The absence of confirmation does not imply the absence of the technology.
TL;DR (for readers who are not into AI)
- What it is: a system for autonomous curation of visual content: it “watches/learns/selects”, trying to predict “resonance” with the target audience.
- Who it’s for: an audience that values a selective feed/curation (the whitepaper focuses on designers/visual culture).
- Why onchain/token: the project has an onchain token, but no Tier‑1 explanation of “why the product needs the token” was found.
- What you can actually touch (Tier‑1): the project’s public feed/interface on the website (feed).
How it works (very briefly)
- The user does: consumes/subscribes to a feed/channel with selected works (in the whitepaper’s terms).
- The system does: evaluates candidates by “resonance” (taking into account who reacts) and adds a “novelty” component to avoid repetition.
- The user gets: a selection of content and (per the claims) explanations of “why it was chosen”.
- Where the blockchain is: the onchain part in Tier‑1 is expressed by the token (a contract on Solana).
- Token role (if any): the role of the token in the product/economy is not established per Tier‑1.
Quick links: AI thesis fit
Project passport
| Field | Value |
|---|---|
| Project name | Entropy |
| Also known as (aliases) | — |
| Logo (logo) | ../assets/443_entropy_logo.png |
| Token symbol (ticker) | — |
| Category | AI/Other |
| Primary chain (chain) | Solana |
| Type | non-EVM |
| Network status | mainnet |
| Consensus (consensus) | PoS (Solana) |
| Launch date (launch_date) | — |
| Project status (status) | active |
| Token (standard) | SPL |
| Token contract | eZBKg3P5nBxnDtC3AAWbM33iDp2p1HNtizyS5jupump |
| Token model (token_type) | — |
| Max supply | — |
| Issuance | — |
| Tokenomics (tokenomics, brief) | — |
| Governance | — |
| Admins/keys | — |
| Audit | — |
| Bug bounty | — |
| Team (team) | — |
| Funding (investors/funding) | — |
| AI component (ai_component) | autonomous curation/ranking model |
| Use‑case (use_case) | curated visual content feed |
| DecAI Fit — AI thesis fit | 3/6 — medium alignment with the Decentralized AI thesis |
| DecAI Fit component summary | 3 / 1 / 0 / 2 |
| Last verified | 2026-02-11 |
Links (links_*)
| Type | Link |
|---|---|
| Website | https://ennntropy.com |
| Docs | https://ennntropy.com/whitepaper |
| GitHub | — |
| Releases / Changelog | — |
| Whitepaper | https://ennntropy.com/whitepaper |
| Roadmap | — |
| Security advisories | — |
| App / Demo | https://ennntropy.com/ |
| Explorer | https://solscan.io/token/eZBKg3P5nBxnDtC3AAWbM33iDp2p1HNtizyS5jupump |
| X | https://twitter.com/ennntropy |
| Discord | — |
| Telegram | https://t.me/entropy_os |
| Medium | — |
| Audit report(s) | — |
| Bug bounty | — |
| CoinGecko (profile, reference) | https://www.coingecko.com/en/coins/entropy-3 |
| CoinMarketCap (profile, reference) | https://coinmarketcap.com/currencies/entropy/ |
General project overview
Entropy is described as an experiment/system of autonomous curation: it “observes, learns and selects” visual works in order to solve the discovery problem (finding quality in a stream of content). The whitepaper emphasizes the difference between “resonance with the right audience” and simple engagement metrics, and declares the aim of making the decision more transparent (explanations of the choice).
Features/modules
- Ranking by resonance: the model predicts “resonance” from visual features (without metadata), taking into account who reacts.
- Novelty component: a penalty for repetitiveness and an incentive to explore new content.
- Public explanations (per the claims): each decision can be accompanied by an explanation of “why it was chosen”.
Typical scenarios
- Scenario 1: a user/audience consumes the curated feed → gets a selection of works with a focus on “quality”.
- Scenario 2: the system continues learning from feedback → updates the queue/ranking.
Getting started (wallet/network)
- What you need: open the project website; a detailed user flow (registration/channels/sources) is not normalized in Tier‑1.
- Network/chain: a blockchain is not mandatory for the core product; the onchain part in Tier‑1 — the token on Solana.
- Fees: onchain fees arise only for transactions with the token; product tariffs/terms are not normalized in Tier‑1.
Architecture/tech (non‑AI)
- Components: collection of data/candidates, ranking model, novelty mechanism, publication/display queue, explanation layer (as described in the whitepaper).
- Participant roles: users/audience; system operator(s).
- Where logic runs: offchain (the ML model and the ranking logic); onchain — the token (if used).
- Dependencies: content sources/channels (the whitepaper mentions Are.na as the current source).
Token/economics (expanded, no forecasts)
- Token utility: — (no Tier‑1 description of the utility/function of the token for the product was found).
- Protocol necessity drivers: —.
- Who pays fees: those who make transactions with the token on the Solana network.
- Where fees go: to Solana validators (network level); at the project level — not established.
- Issuance/burn: — (not established per Tier‑1).
- Security/incentive mechanisms: —.
- Distribution and token issuance schedule: —.
- Treasury: —.
Governance
- Who makes decisions: — (not established per Tier‑1).
- How protocol parameters change: via updates of the product/model (offchain).
- Where decisions are discussed/made: — (not established per Tier‑1; there are social networks in
links_*). - Keys/multisig: —.
Security and incidents
- Audits: —.
- Bug bounty: —.
- Incidents: — (not established per Tier‑1).
- Threat model: the main risks — bias/manipulation of “resonance” metrics, leaks of data/sources, opacity of the choice and “convergence of taste” (the risks are described at the level of reasoning in the whitepaper).
Project status and timeline
- Current status: active (the whitepaper was updated in 2026‑01).
- Key releases/milestones: —.
- Roadmap: —.
Ecosystem/integrations
- Integrations: content sources/channels (the whitepaper mentions Are.na).
- Partners: —.
- Where it’s actually used: — (requires separate Tier‑1 cases/examples).
AI component of the project
- What is real AI here? The Tier‑1 whitepaper describes an ML model that ranks visual works by predicted “resonance” with the target audience and balances this with novelty.
- What is truly onchain? Per the onchain artifacts, a token on the Solana network is available (contract/page in the explorer).
- Why is a token needed? No Tier‑1 justification of the necessity of the token for the product/protocol was found.
- Red flags (based on the information found): AI‑washing (if “taste/vision” is substituted with marketing without reproducible artifacts); token‑washing (if the token provides no measurable function in the product).
DecAI Fit component summary
- DecAI Fit: 3/6 — medium alignment with the Decentralized AI thesis
| Component | Level | Score |
|---|---|---|
| AI reality | medium | 3 |
| Onchain necessity | low | 1 |
| Token necessity | low | 0 |
| Evidence | Tier‑1 present (AI/OC) | 2 |
Details
AI reality
AI_0 — AI intent (Tier‑1 roadmap) (1/0)
- AI_0 (decision): 0
- Claim (one line): the intent flag is not needed: Tier‑1 describes the operation of the AI model (curation/ranking).
- Evidence: Tier‑1 — https://ennntropy.com/whitepaper
- Why sufficient / why not (one line): AI_0 applies when AI is only “in the plans”; here a working AI approach is claimed.
- Conflict note (if any): —
AI_1 — what the AI does (1/0)
- AI_1 (decision): 1
- Claim (one line): the model predicts the “resonance” of a visual work and ranks candidates for curation.
- Evidence: Tier‑1 — https://ennntropy.com/whitepaper
- Why sufficient / why not (one line): the whitepaper describes the inputs/principles (visual features, outcomes, audience weighting).
- Conflict note (if any): —
AI_2 — demos/examples (1/0)
- AI_2 (decision): 1
- Claim (one line): there is a public Entropy feed/interface on the project website.
- Evidence: Tier‑1 — https://ennntropy.com/
- Why sufficient / why not (one line): this is the project’s public “demo surface” (feed), accessible without onchain actions.
- Conflict note (if any): —
AI_3 — metrics/quality (1/0)
- AI_3 (decision): 0
- Metrics: —
- Context (version/date/how measured): —
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): no Tier‑1 block with quantitative quality metrics/benchmarks was found.
- Conflict note (if any): —
AI_4 — tech description/architecture/versions (1/0)
- AI_4 (decision): 1
- Claim (one line): the whitepaper describes the attention architecture (resonance + novelty) and the principles of decision transparency.
- Evidence: Tier‑1 — https://ennntropy.com/whitepaper
- Why sufficient / why not (one line): there is a Tier‑1 tech description of the approach/modules at the product level.
- Conflict note (if any): —
Onchain necessity
OC_1 — contracts/addresses/chain (1/0)
- OC_1 (decision): 1
- Chain: Solana
- Addresses/identifiers: eZBKg3P5nBxnDtC3AAWbM33iDp2p1HNtizyS5jupump
- Evidence: Tier‑1 — https://solscan.io/token/eZBKg3P5nBxnDtC3AAWbM33iDp2p1HNtizyS5jupump
- Why sufficient / why not (one line): the onchain token page confirms the network and the address.
- Conflict note (if any): —
OC_2 — onchain beyond just a token (1/0)
- OC_2 (decision): 0
- What useful logic is onchain: other than the token, no Tier‑1 confirmation of useful logic onchain was found.
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): per the available artifacts, the onchain part is limited to the token.
- Conflict note (if any): —
OC_3 — onchain is critical (1/0)
- OC_3 (decision): 0
- “Replace the blockchain” test: the curation/ranking logic is described as offchain; no Tier‑1 justification of blockchain criticality was found.
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): there is no Tier‑1 claim that key properties of the product break down without the blockchain.
- Conflict note (if any): —
Token necessity
TK_0 — no token (1/0)
- TK_0 (decision): 0
- Claim (one line): the project has a token on Solana (per the explorer).
- Evidence: Tier‑1 — https://solscan.io/token/eZBKg3P5nBxnDtC3AAWbM33iDp2p1HNtizyS5jupump
- Why sufficient / why not (one line): the onchain token page confirms the existence of the token.
- Conflict note (if any): —
TK_1..TK_4 (1/0)
TK_1 — payment for the service (1/0)
- TK_1 (decision): 0
- Claim (one line): No Tier‑1 confirmation of payment for the service with the token was found.
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): there is no Tier‑1 document that links the token to payment for the product.
- Conflict note (if any): —
TK_2 — incentives/collateral/penalties (1/0)
- TK_2 (decision): 0
- Claim (one line): No Tier‑1 confirmation of incentives/collateral/penalties via the token was found.
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): a Tier‑1 tokenomics/protocol economics is needed.
- Conflict note (if any): —
TK_3 — governance (1/0)
- TK_3 (decision): 0
- Claim (one line): No Tier‑1 confirmation of a governance function of the token was found.
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): there are no Tier‑1 artifacts/description of voting/governance rights via the token.
- Conflict note (if any): —
TK_4 — token is replaceable (1/0)
- TK_4 (decision): 0
- Claim (one line): no conclusion about the replaceability of the token is drawn without a Tier‑1 utility justification.
- Evidence: Tier‑1 — —
- Why sufficient / why not (one line): a Tier‑1 model of the token’s utility is needed.
- Conflict note (if any): —
Evidence (table)
| Tier | Source | What it proves |
|---|---|---|
| Tier‑1 | https://ennntropy.com/whitepaper | Tier‑1 description of the AI approach: ranking by “resonance” + novelty, the selection logic and (at the level of claims) the transparency of explanations. |
| Tier‑1 | https://ennntropy.com/ | The project’s public feed/interface (demo surface). |
| Tier‑1 | https://solscan.io/token/eZBKg3P5nBxnDtC3AAWbM33iDp2p1HNtizyS5jupump | Onchain fact: the Solana network and the address of the project token. |
| Tier‑1 | — | No Tier‑1 source for claim “why the Entropy product/economy needs the token” was found. |
| Tier‑2 | https://www.coingecko.com/en/coins/entropy-3 | Context on the token (aggregator; not proof of utility). |
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