Trade & automate
Compare platforms, understand execution and explore automation.
Independent thinking. Useful decisions.CRYPTO · DEFI · AI
YOUR NEXT STEP
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Independent evidence and practical tools for the future of money.
Move & spend money
Explore exchanges, wallets and cards. Understand the costs before you move.
Research & build
Compare dated evidence, save research shortlists and find sources you can cite.
Agentic Finance
AI Agent Energy Cost: Why One Query Is the Wrong Unit
Calculate AI agent energy per accepted task. Compare measurement boundaries, retries, PUE and carbon estimates without mistaking an API bill for electricity.
Read the storyFOLLOW YOUR CURIOSITY
What are you exploring?
Start with a story. Leave with a clearer picture.
Explore the front page collection
IDEAS WORTH YOUR ATTENTION
The Signal.
Agentic Finance
AI Agent Evidence Expiry: When a Passed Test Needs to Be Run Again
Know when AI agent test evidence needs review. Use DN’s retest planner to map model, prompt, tool and permission changes to specific claims.
Agentic Finance
AI Agent Benchmark Integrity: What a 90% Pass Rate Can Hide
Audit AI agent benchmark claims with DN’s denominator lab. Explore retries, omitted tasks, human assistance and the evidence behind a reported pass rate.
Agentic Finance
AI Agent Acceptance Tests: How to Verify the Work Before You Pay
Define what an AI agent must deliver before payment. Explore DN’s fixed-rubric checker, 26 synthetic cases and the limits of automated acceptance.
FROM READING TO REASONING
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an informed one.
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Open PathfinderLOOK BENEATH THE HEADLINE
Research you can use
Agentic Finance
AI Agent Evidence Expiry: When a Passed Test Needs to Be Run Again
Know when AI agent test evidence needs review. Use DN’s retest planner to map model, prompt, tool and permission changes to specific claims.
Explore the researchAgentic Finance
AI Agent Benchmark Integrity: What a 90% Pass Rate Can Hide
Audit AI agent benchmark claims with DN’s denominator lab. Explore retries, omitted tasks, human assistance and the evidence behind a reported pass rate.
Explore the researchCrypto Trading
Crypto Sandbox & Testnet Benchmark 2027: Binance vs Bybit vs OKX vs Bitget vs Gate vs Deribit
Compare crypto exchange sandboxes and testnets for 2027 across API parity, WebSockets, FIX/SBE, demo realism and the paper-to-live deployment gap.
Explore the researchKEEP EXPLORING
Across the DN landscape
Agentic Finance
AI Agent Energy Cost: Why One Query Is the Wrong Unit
Agentic Finance
AI Agent Insurance: Who Pays When the Agent Makes a Mistake?
Agentic Finance
AI Agent Benchmark Integrity: What a 90% Pass Rate Can Hide
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