When Conversations Go Wrong: Teaching AI Agents to Recover

A new approach empowers conversational AI to identify and correct errors during complex, multi-turn interactions.

A new approach empowers conversational AI to identify and correct errors during complex, multi-turn interactions.

Because Black Mirror tells a different story in each episode, not every one is equally impactful. But the best episodes are truly unforgettable, offering disturbing and thought-provoking looks at how we interact with technology. The show’s newest season includes an episode that is particularly devastating and stays with you long after the credits roll.

Shonen anime heroes often start with noticeable weaknesses and challenges. They directly face these issues, examining their beliefs and growing in ways that feel genuine, even when the story protects them from total failure. These character arcs are compelling enough to hold up over time and have become a benchmark for strong storytelling in anime.

Bitcoin’s trading at $65,000 as Asia’s week kicks off, down 4.4% by CoinDesk’s tally. It’s like watching a prizefighter take a beating, but the bell hasn’t rung yet.

While fans have already been introduced to some exciting new characters, many others haven’t appeared yet, and the absence of Karoo was particularly noticeable. Fortunately, it’s just been confirmed that Karoo will be making a live-action appearance, and the announcement came as a complete surprise.

In what can only be described as a liquidity exodus, about 9% of capital has packed its bags and left the Ethereum Classic [ETC] perpetual market. Now we’re sitting at around $90.12 million in open interest-an amount that sounds impressive until you realize it’s mostly lined up behind the short sellers. It’s like the last slice of pizza at a party, and everyone is fighting over it.

Disney+’s Wonder Man attracted 549.6 million minutes of viewership within its first 10 days (January 27 – February 5), according to data from Luminate and reported by Variety. Viewership started strong with 135 million minutes watched in the first three days, then increased to 414.6 million minutes over the following week.

Jason Statham hasn’t done a lot of science fiction, but he’s chosen his roles carefully. He was in the dystopian action film Death Race, and John Carpenter’s Ghosts of Mars, where he fought zombie-like creatures on Mars. More recently, aside from his films with sharks, he played against a scientifically enhanced villain in Hobbs & Shaw.

New research reveals that artificial intelligence can now automatically link pseudonymous online accounts to real-world identities with alarming accuracy.

Certain films deliver plot twists that completely change how you see a character, dramatically shift the story’s mood, or make everything you’ve seen before feel different. These surprising turns of events create truly shocking resolutions that most viewers never see coming. While many murder mysteries are enjoyable, these films stand out for their exceptionally clever and unexpected twists.