Dora Noda
Software Engineer
2345 posts · View all authors
Polymarket vs the Polls: Why Prediction Markets Are Crushing Pollsters — and What That Means for Democracy
Prediction markets outperformed traditional polls across 14 major elections in 2025-2026, with Polymarket and Kalshi generating over $40 billion in volume. Here's how financialized forecasting works, why regulators are split, and what it means for democracy.
PumpSwap's $16B Volume Explosion: How Pump.fun's Native AMM Broke Raydium's Solana DEX Monopoly in 90 Days
Pump.fun's native AMM PumpSwap surged from $1.5B to $16B in monthly trading volume in three months, overtaking Raydium through vertical integration, zero-fee token graduation, and creator revenue sharing.
Pyth Data Marketplace Goes Live: Six TradFi Giants Bring Institutional Data On-Chain
Pyth Network launched its Data Marketplace with Fidelity, Euronext, Tradeweb, and three other TradFi institutions publishing proprietary market data on-chain — a structural shift that could reshape the $30 billion financial data industry and redefine oracle networks from price feeds to full data infrastructure.
a16z vs. the SEC's Broker Net: The Safe Harbor That Could Decide DeFi's Fate
a16z and the DeFi Education Fund are asking the SEC to formally exempt non-custodial software interfaces from broker-dealer registration — a ruling that would determine whether US-based DeFi developers build freely or under permanent legal threat.
a16z's State of Crypto 2025: The Year the Numbers Finally Matched the Hype
a16z's State of Crypto 2025 report documents crypto's mainstreaming moment — $46T in stablecoin volume, a $4T total market cap, and 78% Solana developer growth. Here's what the data actually means and where the 2026 opportunities lie.
The End of Overcollateral: How AI-Powered Credit Scoring Is Unlocking DeFi's Capital Efficiency Problem
DeFi's overcollateralization requirement has locked out creditworthy borrowers for years. AI-powered on-chain credit scoring from protocols like Spectral Finance, Maple, and Clearpool is starting to change that — but regulatory hurdles under the EU AI Act and ECOA must be solved first.
Aptos's April 12 Unlock: Why Tomorrow's 11M APT Release Matters Less Than October's Vesting Cliff
Tomorrow's 11.31 million APT unlock is the latest in Aptos's four-year vesting schedule — but the real inflection point arrives in October 2026 when early investor lockups end, annual supply pressure drops 60%, and $1B+ TVL, digital commodity classification, and deflationary tokenomics all converge.
ASI Alliance's ASI:Chain DevNet: Building the First Layer 1 Designed for AI Agents
The Artificial Superintelligence Alliance launched ASI:Chain's public DevNet — a blockDAG Layer 1 purpose-built for autonomous AI agents. Here's what the MeTTa kernel means for decentralized AI infrastructure, why Ocean Protocol's exit matters, and how ASI Alliance stacks up against Bittensor and Render in the race to become the default AI agent chain.
Babylon Protocol's $4.8B BTCFi Revolution: Bitcoin Finally Earns Yield Without Leaving Home
Babylon Protocol has locked $4.8 billion in BTC by enabling native Bitcoin staking — no bridges, no wrapped tokens, no custodians. Here's how the protocol works, why it dominates the BTCFi sector, and what the institutional calculus looks like as the market targets a 9x growth opportunity.