Beyond Chatbots: Building Truly Skilled AI Agents
![Agent skills are structured through a progressive disclosure architecture, loading information in stages to efficiently manage context window limitations while retaining access to complex procedural knowledge, with token estimations reflecting per-skill averages as detailed in prior work [35].](https://arxiv.org/html/2602.12430v1/x1.png)
A new paradigm is emerging where large language models aren’t just responding to prompts, but actively learning and applying specific skills to complete complex tasks.
![Agent skills are structured through a progressive disclosure architecture, loading information in stages to efficiently manage context window limitations while retaining access to complex procedural knowledge, with token estimations reflecting per-skill averages as detailed in prior work [35].](https://arxiv.org/html/2602.12430v1/x1.png)
A new paradigm is emerging where large language models aren’t just responding to prompts, but actively learning and applying specific skills to complete complex tasks.

In a recent interview with PEOPLE, voice actor Nancy Cartwright explained why she believes AI can’t replace her or other voice actors. Though she didn’t repeat Bart Simpson’s famous line, she emphasized that AI lacks the emotional range she brings to her performances. Cartwright expressed a desire to choose her successor, rather than have an AI voice model take over the role of Bart Simpson.
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As a huge Rainbow Six Siege fan, I always look forward to the Six Invitational! It’s become a tradition where the developers finally share what they have planned for the year – everything from the esports schedule to all the new content coming our way. It’s super exciting to get a peek at the future of the game!

Behind the scenes, the show’s production was a rollercoaster. Producers faced legal issues and a surprising falling-out between participants, creating a mix of intense stress and exciting moments.

Here goes: I don’t find comedian Celeste Barber remotely funny anymore.

Janine Barkin plays the matriarch of the family, nicknamed “Smurf,” and J quickly discovers she’s running a criminal enterprise in California. Even when others try to control things, J is one of the few who dares to stand up to Smurf.

We described the show as a more mature version of Derry Girls. It follows three female friends who are haunted by a secret from their past. They reunite to investigate the unexpected and puzzling death of another friend they haven’t seen for a long time.

Supermodel Kate Moss, 52, and her daughter Lila, 23, recently returned from a sunny vacation in Tulum, Mexico, where they were seen enjoying the warm weather last week.

The film’s creator recently told Radio Times that Australia is a leading contender for where the movie will be filmed, but they’re also considering two other locations. They clarified it’s not that Australia is unlikely, but they’re evaluating three possibilities in total.

Originally, the plan for Scream 7 involved continuing the story of Sam and Tara, with Skeet Ulrich suggesting Sam would even become Ghostface. However, the new movie now focuses on Sidney Prescott (Neve Campbell) being pulled back into the danger to safeguard her daughter, Tatum (Isabel May), as a new Ghostface emerges and targets them.