Pangram has built a text and image classifier that determines whether content was authored by a human or generated by AI. The system tokenizes input text, converts tokens into vector embeddings, and passes them through a neural network with a classifier head that outputs a human, AI, or AI-assisted label. The model was trained on roughly one million documents combining publicly licensed human writing with AI-generated samples from GPT-5 and other frontier models.
Scientists from Griffith University and Sea World Foundation observed a humpback whale mother remaining with her stillborn calf near the seafloor off Queensland's southern Gold Coast for hours, possibly days, in 2025. The mother kept close contact, maintained eye contact and stayed positioned beside the calf, behavior researchers describe as consistent with grief and maternal attachment.
Jacob Coxon, a mathematician who left Anthropic, has drawn widespread attention after issuing a stark public warning about AI risks. His comments have amplified long-standing concerns within the field, pushing the debate over AI safety into mainstream visibility.
At a Los Angeles event, Snap CEO Evan Spiegel introduced new capabilities for the company's Specs smart glasses, including streaming integration with HBO Max and Spotify and a new AI system called Specs Intelligence. The AI system is designed to connect with other devices like iPhones and Macs, learning users' habits and priorities to help them manage ongoing projects and daily routines.
Go 1.27 introduces specialized memory allocation functions for objects of 80 bytes or smaller, tailored to the runtime's existing size-class system. These functions handle specific size classes and pointer/non-pointer distinctions, letting the compiler skip generic branching logic used in the shared mallocgc path.
In a new interview, composer Suzanne Ciani recounts writing her 'Cookbook' as a grant document for the National Endowment for the Arts, describing her compositional process on Don Buchla's 248 MARF system before its official manual even existed. She recalls acquiring the instrument early, pursuing a performance career built around it, and the differing views she and Buchla held about the device, which he privately considered a 'failed' concept.
Google announced that Google Home will now support third-party AI agents beyond its own Gemini, using Model Context Protocol technology. Anthropic's Claude, open-source agents OpenClaw and Hermes, and Google's Antigravity coding platform were named as early integrations, letting these AIs control devices and access event history within the Google Home ecosystem. The feature is rolling out in early access to US Google Home Premium subscribers, who pay $20 for the tier.
Martha Stewart discussed her new venture, Hint, in a panel with cofounder and CEO Yih-Han Ma and investor Brian Kelly of The Points Guy, moderated by Fast Company's Jill Bernstein. The conversation centered on how Hint aims to combine curated human judgment with technology to help homeowners make better decisions in an era dominated by AI-driven information.
Former NFL quarterback Russell Wilson spoke with Fast Company editor-in-chief Brendan Vaughan about building his business portfolio, which includes 3Brand, the Why Not You Foundation, WNY Productions, and Good Man Brand. Wilson connected his approach to entrepreneurship with values instilled by his father and his transition into a new role as a CBS Sports analyst on 'The NFL Today.'
Maersk announced plans to fit a 35-meter rotor sail to one of its 8,700-TEU containerships, with trials on Atlantic routes set to begin in 2027, marking the first such installation on a containership. The move follows a broader trend across shipping, with the International Windship Association reporting more than 100 large vessels now carrying modern wind-assist systems totaling over 5 million deadweight tons.
At a Fast Company event moderated by Stephanie Mehta, Supergoop CEO Melis Del Rey, Bel North America CEO Peter McGuinness, and BBC Studios direct-to-consumer chief Robert Schildhouse discussed the challenges of stepping into top leadership roles. The three executives compared notes on managing employee expectations and public skepticism toward corporate leaders in the early stages of their tenures.
CNET released its daily hints and full solutions for The New York Times Connections puzzle numbered 1194, dated Sept. 17. The four categories covered elasticity-related words, things located underground, Hugh Jackman movies beginning with 'The,' and phrases starting with 'Love'.
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