Results for “proof”
10 skillsBmad Ml Sage
Provides PhD-level mathematical analysis for machine learning, including optimization theory, statistical learning theory, and convergence proofs.
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Analysis Plan
Turn a theory-first research idea into a proof-oriented research plan. Use after idea-creator-analysis, or when the user asks for theorem targets, assumptions, proof obligations, impossibility routes, analysis validation, or a non-experimental plan.
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Idea Creator Analysis
Generate and rank theory-first or proof-oriented research ideas. Use when the user wants non-experimental research ideas, theoretical methods, proof programs, theorem candidates, impossibility results, convergence/sample-complexity analyses, or "analysis" variants of idea creation.
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Lakatos
Philosophy of science methodology examining how research programs evolve through proofs and refutations
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Claims Links Product Proof
Verify the article’s factual, product, citation, and link integrity before visual production.
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Source Checker Verify A Claim And Rate The Evidence
Verifies a claim by finding primary sources and rates the evidence as supported, mixed, unsupported, or unverifiable, with citations and what would change the verdict.
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Paper Claim Audit
Verifies that every number, comparison, and scope claim in a research paper matches raw result files, using a fresh cross-model reviewer with no prior context to prevent confirmation bias.
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Affiliation Scrape
Researches a leader's organizational affiliations and fetches logos, producing a JSON record for logo strips and social-proof sections.
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Tw Codebase Doctrine
Compile deep repository evidence into artifact-bound correctness doctrine, including authority/law/proof maps, owned invariants, failure archaeology, and knowledge routing, with an optional minimal repository-specific skill portfolio.
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Formula Derivation
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
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