BitFan
Public Service Atlas for Bittensor
BitFan
CliqueAI is a technical graph-optimization system that tries to find the largest fully connected group inside complex networks, but it currently offers public code rather than a normal app or API for ordinary users to submit their own problems.
CliqueAI is focused on the maximum-clique problem: given a graph, find the largest set of nodes where every pair is directly connected. This is a hard combinatorial optimization problem. CliqueAI’s docs describe a workflow where graph problems are selected, candidate solutions are compared, and scoring considers both solution quality and diversity. The practical users are graph-algorithm researchers, optimization developers, and technically capable operators. This is not aimed at a normal business user who wants to upload a spreadsheet or ask an AI assistant a question. Already usable: the public GitHub repository, README, mechanism docs, monitoring-documentation file, release tags, and dependency files. Not clearly available: hosted app, public API, playground, SDK quickstart for arbitrary graph submission, pricing page, customer onboarding, public benchmark report, or verified service-level claims.
The natural users are inferred from the product category and available access path: technical builders, teams, or end users who need the service described above. Where the original corpus did not verify a customer segment, this profile keeps the user description conservative.
Already usable: the public GitHub repository, README, mechanism docs, monitoring-documentation file, release tags, and dependency files. Not clearly available: hosted app, public API, playground, SDK quickstart for arbitrary graph submission, pricing page, customer onboarding, public benchmark report, or verified service-level claims.
Closest alternatives include Google OR-Tools, Gurobi, IBM CPLEX, Hexaly, NetworkX, and igraph. CliqueAI’s differentiation is narrow focus on maximum-clique solving under repeated benchmark-style tasks. Its weakness is product maturity: established alternatives have mature docs, APIs, user bases, and practical usage paths.
CliqueAI is a serious early technical experiment in graph optimization, not a consumer AI product. It becomes more practically important only if TopTensor ships a clear public interface, API, benchmark suite, or customer-facing use case.
