We are proud to offer the Sama-Coco dataset, a relabelling of the Coco-2017 dataset by our own in-house Sama associates (here’s more information about our people!). We invite the Machine Learning (ML) community to use it for anything you would like to do – all free of charge and ungated.
This is part of our ongoing effort to redefine data quality for the modern age, and to contribute to the wider research and development efforts of the ML community. Here are the ungated links to the two datasets (both covered by the Creative Commons license) so that you can get started right away.


This shift is not merely about increased visibility; it is about a fundamental change in storytelling. Modern creators are finally crafting complex, flawed, and deeply human roles for women over fifty. These are characters who grapple with ambition, rediscover desire, navigate loss, and wield authority—not as caricatures, but as protagonists. Shows like The Crown (with Olivia Colman and Imelda Staunton), Mare of Easttown (Kate Winslet), and Happy Valley (Sarah Lancashire) have proven that audiences are hungry for stories about women whose lives are rich with experience, resilience, and unapologetic strength.
The "Empty Nest" isn't an ending; it’s an evolution. It’s a time to celebrate the work you’ve done and embrace the freedom you’ve earned. So, pour a glass of wine, enjoy the silence for a moment, and then start planning what you want to do next. milfty 23 09 24 jennifer white empty nest part best
The portrayal and presence of mature women in entertainment and cinema are undergoing a significant transformation . While historical data often shows a sharp decline in roles for women after age 40, recent trends in 2024 through 2026 indicate a shift toward more complex, "three-dimensional" narratives that embrace the reality of aging rather than concealing it. Current Representation & Statistics This shift is not merely about increased visibility;
Likely indicates that this installment ("part") is considered the best in a series — perhaps the most emotionally resonant, steamiest, or most character-driven chapter. Shows like The Crown (with Olivia Colman and
This is the time to lean into the hobbies you put on a shelf twenty years ago. Whether it’s fitness, travel, starting a side hustle, or simply spending more time with friends, you finally have the mental bandwidth to ask: "What do I want?" instead of "What do they need?" 3. A New Dynamic in Your Relationship