Beyond General Prediction: Testing AI’s Expertise in Real-World Domains

A new benchmark assesses how well AI agents can apply future prediction capabilities to critical sectors like finance, healthcare, and disaster response.

A new benchmark assesses how well AI agents can apply future prediction capabilities to critical sectors like finance, healthcare, and disaster response.
Ripple’s CEO, ever the dramatist, weighs in on the U.S. cryptocurrency spectacle, where regulators play the role of fickle lovers. He claims Binance’s return is “unavoidable,” though one might question if this is mere wishful thinking or a ploy to stir the pot.

Created by Kurt Sutter, known for Sons of Anarchy, The Abandons was a western series featuring Lena Headey and Gillian Anderson. It lasted for one season and was canceled on January 21st.

This list ranks every class in Ragnarok X based on how well they perform in dungeons and player-versus-player (PvP) combat. Classes are rated from S-Tier (the strongest) to C-Tier (the weakest), and we’ve explained the reasoning behind each ranking.
![Forecast accuracy is demonstrably linked to the distribution of out-of-sample volatility, suggesting that predictive models perform best when calibrated to the inherent uncertainty present in dynamic systems-a relationship quantified by [latex] \sigma^2 [/latex].](https://arxiv.org/html/2601.13014v1/x4.png)
New research demonstrates that machine learning models are significantly improving the accuracy of volatility forecasts, challenging established econometric methods.

Morgan’s work has earned him a permanent place at comic conventions worldwide. While he’s best known for playing Negan in The Walking Universe, including the upcoming third season of Dead City, his career goes even further back. His portrayal of the complex villain-turned-antihero has become legendary and will likely define his career. But seven years before wielding Lucille, he made a memorable impact as a compelling villain in a critically acclaimed comic book movie – a performance that many consider to be his best work.
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Final Fantasy VII Remake offers a “New Game – Head Start” feature that lets you begin a new game with a powerful character, already equipped with strong items, 50,000 gil, and fully upgraded materia. Good news for achievement hunters – using this option doesn’t prevent you from unlocking trophies or achievements, as confirmed on the Xbox Series X.

Lionsgate, the studio behind hits like Twilight and Saw, is reportedly creating a multi-generational drama about Manchester United, similar in style to The Crown. The show will cover the team’s history – from its beginnings to its successes and famous rivalries. If the series is greenlit, Manchester United could receive a significant financial payout, which is causing frustration among Arsenal fans.

A new documentary, The Cult of a Real Housewife, debuted on TLC on New Year’s Day. It alleges that Mary Cosby and her husband financially and spiritually manipulated members of their Faith Temple Pentecostal church. One former member stated they lived with the Cosbys for years, working as a housekeeper without pay. The documentary also details the church’s origins, tracing back to its founder, Mary’s grandmother, Rosemary “Mama” Cosby. Mary’s sister, Denise Jefferson Odinaka, and cousin, Dan Cosby, both appeared in the film.

CoinGlass, a machine that counts these things, says over six hundred and fifty-five million dollars-good American dollars, gone-simply evaporated in the last twenty-four hours. Liquidated, they call it. Sounds real official, doesn’t it? Like washing dishes. Only, instead of soap and water, it’s just gone.