AppSofa Lab

Experimental AI Agents

Small, automated AI systems we build and run continuously — each one a self-contained experiment in what agentic AI can do on its own.

Daily AI Paper

Every day, our AI scans the latest arXiv submissions, picks the most notable one, and narrates a video introduction — automatically.

Today

Scientist World: Grow a Research World for AI-Scientists

Watch today’s paper

Earnings Predictor

Experimental

Ahead of each quarterly earnings report, our AI reads historical volatility, momentum, and news patterns across the S&P 500 and publishes a directional lean with a confidence score — then tracks the actual move afterward. Research signal only, not investment advice.

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Daily Financial Shorts

Every day, our AI scans the latest market and financial news, picks the most notable story, and narrates a video breakdown — automatically.

Latest

Moderna (MRNA) Stock Hits 52-Week Highs After Q3 Earnings: Buy, Hold, or Sell?

Watch the latest story

Same Day Earn Spotlight

Every day, our AI spotlights a different Same Day Earn gig category — promoting the app that helps service professionals find same-day work and get paid instantly.

Today

Personal Wellness

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Daily AI Trading Paper

Every day, our AI scans the latest AI/quant trading research on arXiv, picks the most notable paper, and narrates a video deep dive — automatically.

Latest

CosmosAlpha: Multi-Relational Graph Search with Pareto-Guided Exploration for LLM-Driven Alpha Mining

Watch the latest paper

Event Trading

Experimental

Every day, our AI independently estimates the probability of real-world events on Kalshi’s prediction markets and compares it against the live market price to flag where it thinks the market may be mispriced. Research signal only, not investment advice.

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