The Tip Desk

Research

New Benchmark Tests AI Speech Accuracy for Earnings Calls

Earnings25 provides a 500-hour dataset to measure how well speech-to-text models handle the specific jargon and structure of financial reporting.
August 1, 2026 · 2 min read

New Correction Factors Fix Global Inequality Data Gaps

A massive new dataset of 122,351 Gini observations provides the tools to harmonize conflicting economic inequality measures across 222 countries.
August 1, 2026 · 2 min read

Hardware Costs Outweigh Gains for Learned Gating in AMC

New FPGA benchmarks show that adding learned feature gating to modulation classifiers increases logic and latency without improving accuracy.
August 1, 2026 · 1 min read

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Reports & Lexicon

The Great Migration to Passive and Low-Cost Fund Structures

Flagship Reports · July 17, 2026 · 3 min read

Research Notes

Next-Gen Satellite Data Sharpens Solar Power Forecasting

A new hybrid neural network leverages higher-resolution imagery to improve surface solar irradiance estimates during cloudy weather.
ArXiv Research · August 1, 2026 · 2 min read

Emergency Text Alerts Can Move the Needle on Energy Demand

High-frequency smart thermostat data shows that statewide emergency alerts successfully drove household energy conservation during a natural gas shortage.
ArXiv Research · August 1, 2026 · 2 min read

Corporate Social Stances Drive Measurable Revenue Shifts

New transaction data shows that firm stances on social issues create persistent spending gains from aligned customers and losses from opponents.
ArXiv Research · August 1, 2026 · 2 min read

New Framework for Optimizing Start-up Milestone Strategies

A new stochastic control model provides a mathematical basis for choosing venture activities based on risk-to-cost efficiency.
ArXiv Research · August 1, 2026 · 2 min read

Information Lags and Social Herding Drive A-Share Volatility

A new agent-based model separates behavioral imitation from information diffusion to explain price overshooting and reversals in China's equity market.
ArXiv Research · August 1, 2026 · 2 min read

Hybrid AI Pipeline Boosts Product Data Extraction

A new two-step validation method allows mid-size AI models to extract rare product attributes with the precision of much larger systems.
ArXiv Research · August 1, 2026 · 2 min read

ML-Driven Gas Lift Optimization Boosts Unconventional Yields

A new automated workflow uses Bayesian optimization to increase production in unconventional fields without requiring expensive downhole hardware.
ArXiv Research · August 1, 2026 · 2 min read

Dynamic Confidence Thresholds for Fail-Degraded AI Perception

A new design strategy allows autonomous systems to maintain safety in poor visibility by adjusting detection sensitivity based on real-time image quality.
ArXiv Research · August 1, 2026 · 2 min read

New Analytic Method Speeds Up Compound Option Pricing

A Fourier cosine approach eliminates numerical quadrature in multi-stage options, improving efficiency for complex nested decisions.
ArXiv Research · August 1, 2026 · 1 min read

Counterfactual Data Fixes B2B Propensity Modeling

A new framework replaces linear data augmentation with counterfactual explanations to better predict organizational buying cycles.
ArXiv Research · August 1, 2026 · 2 min read

More Research

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