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Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models
arXiv:2510.20042v3 Announce Type: replace Abstract: Generative image models produce striking visuals yet often misrepresent culture. Prior work has examined cultural bias mainly in text-to-image (T2I) systems, leaving image-to-image (I2I) editors underexplored. We bridge this gap with a unified evaluation across six countries, an 8-category/36-subcategory schema, and era-aware prompts, auditing both T2I generation and I2I editing under a standardized protocol that yields comparable diagnostics.
Lacy, Toney, Moore lead EA Sports CFB 27 cover
Ole Miss running back Kewan Lacy, Miami wide receiver Malachi Toney and Oregon quarterback Dante Moore will lead the cast of athletes featured on the cover of EA Sports College Football 27, the video game developer announced Tuesday. Lacy, Toney and Moore are featured on the cover of the game's standard edition that releases July 9. They're joined by Indiana coach Curt Cignetti, USC quarterback Jayden Maiava, Texas pass rusher Colin Simmons and Notre Dame cornerback Leonard Moore on the...
Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human
Announce Type: new Abstract: As LLM agents begin to take real, irreversible actions (shell commands, file edits, deploys), the standard safety pattern is a human-in-the-loop approval gate: risky actions pause and wait for a person. We argue the gate is the easy part; the hard part is the judgment - which actions to stop - which the field evaluates against two false assumptions: that there is a ground-truth notion of "risky," and that the human reviewer is a perfect, infinitely-available...
R^3: Composed Video Retrieval via Reasoning-Guided Recalling and Re-ranking
arXiv:2606.01113v1 Announce Type: new Abstract: The CoVR-R challenge evaluates composed video retrieval, where a system must retrieve a target video from a large gallery given a reference video and a textual edit instruction. This setting is not a standard video-text retrieval problem: the query is defined by both the visual evidence in the source video and the transformation implied by the edit. A strong embedding model can provide scalable candidate recall, but it may under-express...
R^3: Composed Video Retrieval via Reasoning-Guided Recalling and Re-ranking
Announce Type: replace Abstract: The CoVR-R challenge evaluates composed video retrieval, where a system must retrieve a target video from a large gallery given a reference video and a textual edit instruction. This setting is not a standard video-text retrieval problem: the query is defined by both the visual evidence in the source video and the transformation implied by the edit. A strong embedding model can provide scalable candidate recall, but it may under-express target-side...
HistCAD: A Constraint-Aware Parametric History-Based CAD Representation, Dataset, and Benchmark with Industrial Complexity
arXiv:2602.19171v3 Announce Type: replace Abstract: Parametric CAD sequences are reusable because dimensional and geometric constraints govern how parameter changes propagate. Existing CAD generation datasets and benchmarks emphasize reconstruction fidelity, execution validity, or static shape similarity, leaving preservation of design intent under edits largely unmeasured. We introduce HistCAD, a representation standard, dataset, and benchmark for executable parametric CAD with explicit...
Star Wars: Galactic Racer lands on PC, PS5 and Xbox Series X/S on October 6
Star Wars: Galactic Racer lands on PC, PS5 and Xbox Series X/S on October 6 Star Wars: Galactic Racer, an upcoming game from former Burnout and Need for Speed developers that was announced at The Game Awards in December, will arrive on October 6. It's coming to PC, PS5 and Xbox Series X/S. News of the release date leaked last week and now developer Fuse Games and publisher Secret Mode have made it official. Guess they just couldn't wait until Star Wars Day on May 4 to make the announcement.
Lego Batman: Legacy of the Dark Knight is headed to the Switch 2 on September 18
Lego Batman: Legacy of the Dark Knight is headed to the Switch 2 on September 18 Current owners can also look forward to the new Mayhem Collection DLC, which launches the same day. Lego Batman: Legacy of the Dark Knight is arguably the best Lego video game yet. On Metacritic, it has an average score of over 84 across three different platforms (Xbox S/X, PS5 and PC), which is higher than any previous titles including Lego Star Wars and Lego Marvel Super Heroes.
007 First Light is already discounted for the PS5 and Steam
IO Interactive’s 007 First Light is here, and it’s just as stunning a James Bond mov — err, video game — as we hoped it would be. Pardon the confusion, the title’s engaging tutorial really feels like you’re watching a great Bond movie at times. Whether you’re a longtime Hitman fan who’s been eagerly waiting for the studio’s latest game or not, there are deals to be had on both the PlayStation 5 and Steam PC versions.
EA's Star Wars Zero Company drops August 27
EA's Star Wars Zero Company drops August 27 Its new gameplay trailer gives us a glimpse of Anakin Skywalker. The developers behind Star Wars Zero Company has revealed the official gameplay trailer for the title at Summer Game Fest 2026. They have also revealed that the game will be available on the PC, PlayStation 5 and Xbox Series X|S starting on August 27.