Untangling Influence in the Age of AI Agents
![The proposed framework estimates human treatment effects by constructing subpopulations stratified by expected human composition and treatment exposure, then fitting an experimental state evolution model to aggregate outcome trajectories to project counterfactuals under full treatment and control-yielding a difference that quantifies the human total treatment effect [latex]q^{S}=1[/latex].](https://arxiv.org/html/2603.01339v1/2603.01339v1/figures/uai_fig1.png)
New research offers a framework for understanding how interventions affect users on online platforms increasingly populated by artificial intelligence.
![The proposed framework estimates human treatment effects by constructing subpopulations stratified by expected human composition and treatment exposure, then fitting an experimental state evolution model to aggregate outcome trajectories to project counterfactuals under full treatment and control-yielding a difference that quantifies the human total treatment effect [latex]q^{S}=1[/latex].](https://arxiv.org/html/2603.01339v1/2603.01339v1/figures/uai_fig1.png)
New research offers a framework for understanding how interventions affect users on online platforms increasingly populated by artificial intelligence.

Recent job postings reveal the studio is working on a new multiplayer game built with Unreal Engine 5. It’s described as a 3D MOBA with both player-versus-player (PvP), player-versus-environment (PvE), and cooperative gameplay, suggesting a robust and competitive team-based experience.

The dinosaurs in Jurassic Park still look amazing thanks to a blend of groundbreaking computer effects and traditional filmmaking techniques. Combined with Steven Spielberg’s masterful storytelling, the first movie in the series quickly became a classic. As one of the biggest blockbusters of the 1990s, it wasn’t surprising that a sequel was made. The Lost World: Jurassic Park arrived in theaters just four years later.

Following the 2023 Christmas special, The Possession of Button House brings viewers back to the haunted mansion in late February. Lolly Adefope, Charlotte Ritchie, and Kiell Smith-Bynoe reprise their roles as Kitty, Alison, and Mike.

Many people don’t believe the highly publicized falling out between radio personalities Kyle Sandilands and Jackie ‘O’ Henderson is genuine, suspecting it’s all a publicity stunt.

I honestly can’t believe it! ARN just announced they’ve cancelled Jackie O’s $100 million contract with KIIS FM. It’s just… shocking! Everyone was talking about that deal she signed in 2023 – it was the biggest media contract ever in Australia, a full ten years of Jackie O! I can’t even wrap my head around them letting her go after all that!

A long-time radio host, who was married to Henderson from 1993 to 1999 and played a role in launching her career, posted a thoughtful message on social media Wednesday about her recent dismissal.

The 33-year-old singer, who married music producer Benny Blanco last year, hopes to one day have a large family and enjoy dinners with her grown-up children.

The price of Shiba Inu keeps breaking below short-term consolidation triangles that at first seemed to offer stabilization, resulting in one technical failure after another. For a brief period, each of these formations hinted at a possible reversal, or at the very least, a halt to the decline. Rather, they have decided to go lower, which has strengthened the ongoing bearish control. It’s like watching a toddler try to build a bridge with spaghetti-every attempt ends in a glorious, sticky mess.

Much of today’s science fiction focuses on flashy visuals and dramatic, but simple, storylines. In contrast, the Star Trek: The Next Generation episode “The Drumhead” – and the show as a whole – builds to a truly surprising and satisfying ending that offers more than just entertainment. Unfortunately, even recent Star Trek series have moved away from thought-provoking, dialogue-focused storytelling.