Knowing What You Don’t Know: Smarter Model Selection with Metacognition

A new framework leverages a model’s self-awareness to dynamically choose the best performing option from a suite of algorithms, boosting overall accuracy.

A new framework leverages a model’s self-awareness to dynamically choose the best performing option from a suite of algorithms, boosting overall accuracy.

Shout Factory is offering three Halloween movies in special Steelbook Editions as part of a big Amazon sale. You can also find a few Halloween 4K Blu-rays with slipcovers on sale for 50% off or more: the original Halloween (1978) is $19, Halloween III is $13.49, and Halloween 4: The Return of Michael Myers is $18.49.
In a dusty corner of the digital plains, Santiment, the on-chain sage, whispers of the MVRV Ratio, a measure as old as the hills. It tracks the dance between market cap and realized value, a waltz of gains and losses that leaves investors breathless.

Researchers have developed an artificial intelligence framework that dramatically accelerates the modeling of blood flow through the body’s smallest vessels.

Certain episodes of Black Mirror, such as “Shut Up and Dance,” “The Waldo Moment,” and “Loch Henry,” become even more impactful with each rewatch. Over time, their critiques of technology and the increasing prevalence of crime and unethical behavior feel less like fiction and more like reflections of reality. Because of this, it’s difficult to single out just one episode as being particularly relevant to the current moment.

New research reveals that assessing the safety of large language model advice requires understanding the individual user and their unique vulnerabilities.
Axel Adler, the guy who probably has more charts than friends, says we’re in for more bearish times. Weakening demand, sell pressure that won’t quit, and liquidity drying up like my sense of humor at a family reunion. 🎭 Apparently, these are the signs of a prolonged corrective period. Who knew? Not me, I was too busy wondering why my Netflix subscription costs more than my gym membership, and I only use one of those.

If you pre-order any version of Fatal Frame II: Crimson Butterfly Remake, you’ll receive some special in-game outfits and items for your characters. Here’s a list of what you’ll get:

Sitcoms usually focus on lighthearted moments, so it feels odd when a character is easily forgiven for a serious wrongdoing, particularly if they don’t seem sorry. Many funny sitcom characters have hurt others, but it’s often in a minor or comical way, and everyone gets over it quickly. Sometimes, though, the betrayal is bigger and harder to accept.

So, who is this person everyone is talking about? Fans of Bravo reality TV think it might be country singer Morgan Wade, as she was romantically linked to Richards last year. While they initially claimed they were just friends, things got complicated when they shared a kiss in Wade’s music video. Then, Wade removed all photos of Richards from her Instagram account. Just how close did they become, and are we overstepping by trying to figure it all out now? Let’s take a closer look.