AI-powered stock analysis & quantitative research
Machine learning models, backtesting frameworks, and data-driven trading strategies — from research to deployment.

Apple Inc.
AAPL (AAPL Stock) | Deep analysis, price prediction, AI score, technical analysis, smart money flow, and game theory equilibrium.

Kavout Review: AI Research Agents and the K Score for Quant Analysis
Kavout combines 7 specialized AI research agents, a proprietary ML-driven K Score, and InvestGPT into one platform. Here's how it fits in a quant workflow — tested pricing, features, and alternatives.

Walk-Forward Analysis: Robust Strategy Validation Without Look-Ahead Bias
Walk-forward analysis is the gold standard for validating trading strategies — eliminating look-ahead bias by simulating real-world rolling retraining. Here's how to implement it in Python with your existing quant pipeline.
Sector Spotlight: AI Semiconductors — $1.3T Market on the Rebound
A deep dive into the AI semiconductor supercycle after June 2026's historic selloff. Price data, key companies, macro drivers, earnings, technicals, and the IDC/Gartner $1T+ revenue thesis.

Weekly Market Pulse: June 22–26
Micron shatters estimates with $41.5B record revenue, Qualcomm unveils Dragonfly data center CPU with Meta as launch customer, PCE inflation hits 4.1%, ON Semi crashes 23% on $7B Synaptics deal, and TSMC hikes foundry prices 5-10%.

Macro Economic Outlook June 2026: Sticky Inflation, Hawkish Fed, and the AI CapEx Paradox
May CPI at 4.25% forces a hawkish Fed hold, tech layoffs hit 155K YTD while AI capex surges to $765B, and the housing market stalls at 6.49% mortgage rates — what the macro picture means for AI infrastructure names.

Advanced Micro Devices, Inc.
AMD (AMD Stock) | Deep analysis, price prediction, AI score, technical analysis, smart money flow, and game theory equilibrium.