Sharper Reasoning: Guiding Language Models with Semantic Focus

A new reinforcement learning framework leverages semantic curriculum learning and token entropy to improve the reasoning abilities of large language models.

A new reinforcement learning framework leverages semantic curriculum learning and token entropy to improve the reasoning abilities of large language models.
Artificial intelligence (AI) tokens-the crypto world’s attempt to marry blockchain with sentient machines-are currently performing like a breakup playlist at a wedding. 🤖💔 Every major project’s numbers look like my bank account after Black Friday: down, down, and down some more. Sure, bitcoin crawled back to $91K like a cocky ex who thinks they’re still welcome, but the AI crew? Still licking their wounds in the red zone.

The film performed better than expected, earning $46.1 million internationally from 76 countries. Its production cost is estimated to be between $36 million and $51 million.

Daniel Kaluuya, known for his roles in Get Out and Black Panther, recently told Deadline that he and his writing partner, Ajon Singh, are almost finished with the first draft of their animated movie, which Sony is producing. He shared the update while at the Red Sea Studio in Jeddah, Saudi Arabia.

Consider the First Trust Rising Dividend Achievers ETF (RDVY). It’s not flashy. It doesn’t wear a cape or scream “I’m the future!” Instead, it hums along like a well-oiled dividend machine. At twelve years old, this ETF has aged like a fine wine-assuming the wine was a bit more conservative and less prone to corking disasters. Still, the numbers don’t lie. $18.21 billion under management. A track record that outpaces many of its peers. Not bad for a fund that refuses to play dress-up in the AI ballroom.

The first season of the show centers around Nola Darling, a Black artist in Brooklyn, and her open relationships with three different partners. It follows her as she learns to communicate her needs, practice safe sex, and navigate the challenges of holidays and expectations within these relationships. The second season continues this arrangement, choosing to explore the complexities of consensual non-monogamy rather than having Nola settle down with just one person. Throughout both seasons, Nola’s partners are fully developed characters whose stories are interwoven with the polyamorous dynamic.

On November 14, Newtyn bled out its 3.5% position in MRP, 807,135 shares. The math said $23 million. The silence after the trade was louder than a forgotten tomb.

Buffett, the enigmatic figure at the helm of Berkshire Hathaway, has engaged in a systematic, unrelenting sale of equities for twelve consecutive quarters, a maneuver that defies precedent and signals an unsettling undercurrent in the financial cosmos. This is not a mere fluctuation but a calculated withdrawal, a retreat into the unknown, as if the very act of selling were a ritual to ward off some indistinct, encroaching malady.
Read More 2025-12-07 20:09

In Black Panther, Erik Killmonger fights for the Wakandan throne, believing Wakanda should use its power to fight for Black people around the world. Michael B. Jordan’s powerful portrayal of Killmonger, filled with both suffering and justified rage, deeply moved audiences. Many found his reasons understandable, even if his methods were extreme, and he became a more talked-about character than the hero, T’Challa, leading to ongoing discussions about the fairness of his views.