Research and Writings
Higher Effort Settings in LLMs Can Reduce Accuracy
How Much Does Deep Research Cost? A Model-by-Model Breakdown
Using LLMs for Data Cleaning At Scale
Replacing human data labeling with LLMs in active learning
Automating Forecasting Question Generation and Resolution for AI Evaluation
How AI Finds Fuzzy Duplicates in Large Datasets
LLM Agents Solve the Table Merging Problem
Do Founder-Led Companies Outperform? How to Test Stock Ideas
How to Rank S&P 500 Companies by Risk of Management Turnover
Top Frontier AI Companies 2026: Rankings & Predictions
Backtesting with LLMs: Evaluating Quantitative Models and Forecasts
Forecasting Stock Revenue and Margins 5-10 Years Out: A Superforecasting Approach
Calculate Intrinsic Value for Any Stock with DCF Analysis
How Reliable S&P 500 Managers Are, From Analyzing 5 years of 10-Ks
AI 2027 Scenario: Revisiting AGI Forecasts in 2026
Stockfisher: AI Stock Forecasting for Fundamental Analysis
Stockfisher: AI-Powered Value Stock Screener for Long-Term Investors
A Guide for LLM Assisted Web Research
Deep Research Benchmark: Evaluating LLM Web Research Agents
Bench to the Future: A Pastcasting Benchmark for Forecasting Agents (paper)
Deep Research Bench: Evaluating AI Web "Search" and"Research" Agents (paper)
OpenAI's Financial Forecast 2025-2027: Revenue, Losses & Profitability Analysis
Superhuman Coders in AI 2027 - Not So Fast
How Tariffs Will Increase Prices on American-Made Products: Cost Impact Analysis
OpenAI Revenue Projections to 2027: Can It Reach $100B ARR?
AI 2027 Report: FutureSearch's Forecast on Superintelligence Timeline
Apple's Plan to Power Siri with ChatGPT was a Predictable Failure
Agent Design: When to Persist vs. Adapt
OpenAI Deep Research: Honest Analysis and Real Limitations in 2025
The Death and Life of Prediction Markets at Google
A Realistic Benchmark for Open-Web Research Agents (paper)
OpenAI's financials: a Case Study of claims vs. reality
Benchmarks and evals of OpenAI's first ever reasoning model
Is OpenAI Profitable? Financial Forecasts & Margins Analysis
Contra Papers Claiming Superhuman AI Forecasting
OpenAI Revenue 2024: Complete ARR, API vs ChatGPT Breakdown
How to Integrate AI Into Forecasting (video)
The Rationale-Shaped Hole at the Heart of Forecasting
The Human v Bots Forecasting Tournament
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