How to Stylishly Bring More Sunlight Into Your Home
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How to Stylishly Bring More Sunlight Into Your Home

Design pros are turning to a chic alternative to the roof-puncturing skylight: the interior window. Here’s what you need to know.

By LAUREN JOSEPH
Fri, Aug 18, 2023 7:30amGrey Clock 2 min

THE OPEN floor plan lost considerable appeal once the din of WFH video calls began echoing through it. As Americans have grown more interested in walls, but no less interested in airiness, a new-old solution has emerged: interior windows. These apertures let light jump from room to room while creating a soothing sense of separation.

When renovating her historic 1902 home in Grand Rapids, Mich., interior designer Jean Stoffer found 100-year-old storm windows there. As part of a new wall pierced by a wide doorway, they proved a handy way to introduce a distinct but not too darkening division between her grand living room and kitchen-seating area. She then painted the windows’ wood sashes black, in keeping with the home’s exterior windows. “The style of an interior window should be the same as or complementary to the home’s exterior windows,” Ms. Stoffer advised.

Other designers stress the importance of visually quiet portals. Max Worrell, an architect in Brooklyn, recommends windows with slight frames that “go away as much as possible.” In a South Carolina home, interior designer Barbara Westbrook also wanted an interior window to disappear. Atlanta architecture firm Historical Concepts installed nearly floor-to-ceiling glazing between a living room and a reading room (which has windows overlooking the outdoors), making the reading room “look like a porch,” she said. She matched the trim work around the interior windows to the colour of the reading room’s walls so that “your eye does not stop at the window but looks through the window.”

Vintage windows have advantages. Designers in search of handsome frames have more leeway when they needn’t factor in heat retention and element resistance. Retrouvius, a salvage company and design studio in London, often repurposes exterior windows no longer up to code, to add “an instant historical reference” in older buildings, said co-founder Adam Hills.

Wedging even a small transom window above a door frame can brighten darker spaces like laundry and powder rooms. Assuming the doorway is a standard 80 inches tall, you need a ceiling height of at least 9.5 feet, said Stephanie Sabbe of Sabbe Interior Design, in Nashville, Tenn. Any lower, and your transom will look squished.

Costs for an interior window vary greatly. On one end of the spectrum, explained Ms. Stoffer, is a simple wooden-sash window with minimal millwork set into a non-load-bearing partition wall that’s, say, 6 feet wide in a room with an 8-foot ceiling. A skilled carpenter can turn such a project around for roughly $1,500. Ditto for a standard transom.

Meanwhile, if you’re planning to install a custom steel window with complicated moldings into a bigger existing wall with mechanicals in it, you’ll need an engineer and other tradespeople. Cost: in the tens of thousands of dollars.

If all this glass seems like an overshare waiting to happen, know that light and modesty can coexist. To brighten a windowless bathroom in a Brooklyn home, Mr. Worrell cut an aperture in the wall between bed and bath, then filled it with a translucent but not transparent glass. “In the bath, you get daylight from the bedroom’s windows, while in the bedroom, you see only a shadowy figure,” he explained. The result is less edgy than it sounds, he said. “There’s a bit of play with voyeurism, but it’s discreet.”



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OpenAI Scraps Release of New AI Model Over Safety Concerns

OpenAI has shelved the planned launch of GPT-6.1 Astra after internal tests raised concerns about deception and agents acting beyond user authorization, according to The Wall Street Journal. The company says it will investigate the issues and strengthen safety measures before releasing future models.

By Maxwell Zeff
Tue, Sep 29, 2026 4 min

OpenAI says it is scrapping the release of its next-generation AI model over safety concerns that researchers raised during internal testing, in one of the clearest signs so far that agent misbehavior could stymie the industry’s rapid progression.

The move follows a summer punctuated by reports of artificial-intelligence systems industrywide going rogue, and marks a rare case of a major AI developer ditching a new release because of safety concerns.

The company had planned to launch the model, known as GPT-6.1 Astra, in the coming days or weeks, aiming for an October debut. The model was more capable than the company’s previous models in completing challenging tasks from end-to-end without human assistance, as well as writing.

The company instead will focus on improving the safety of future models, which it expects to be even more capable.

Saachi Jain, OpenAI’s head of safety systems, said in an interview that GPT-6.1 Astra regressed in two areas. Compared with its predecessor, GPT-6 Astra, the model performed poorly on tests measuring alignment, or how well the model adheres to what humans would like it to do. Specifically, GPT-6.1 Astra showed higher levels of deception: It wasn’t always honest about telling users of the actions it did or didn’t take.

Another issue was what OpenAI calls “scope authorization,” meaning that GPT-6.1 Astra would push ahead on a task without asking the user for permission, and would at times reach for external tools and services even if it might be unsafe.

“For anything regarding safety and alignment, there’s a trade off,” Jain said. “You really do need to find what’s the right line between staying within scope, but also avoiding laziness in terms of how the model actually pursues tasks even when it hits friction.”

OpenAI CEO Sam Altman attended a United Nations Security Council meeting about AI last week. Alexi J. Rosenfeld/Getty Images

While GPT-6.1 Astra improved in areas such as “model laziness,” Jain said it didn’t quite meet OpenAI’s bar for safety and alignment, so the company decided not to launch the model publicly.

The announcement comes one day ahead of OpenAI’s annual developer conference in San Francisco. In the past, OpenAI has used the conference as an opportunity to launch new models and services that reduce costs for software developers—a segment the ChatGPT-maker competes with rival AI company Anthropic to win over.

In recent weeks, OpenAI and Anthropic have called on industry partners to slow down the development of cutting-edge AI models and invest in safety standards, noting they will temper the pace of their own internal AI progress.

OpenAI says it is working to investigate a range of agent security incidents that it has discovered in recent months, and address the safety issues underneath them. As part of the work, the company has implemented a new monitoring system to catch AI-agent misbehavior more quickly, and started requiring engineers to use stronger security guardrails for testing its AI systems.

Earlier this summer hundreds of OpenAI’s internal agents, which were tasked with completing a cybersecurity test, ended up hacking into the AI company Hugging Face. Since then, high-profile organizations such as the Australian government and United Nations discovered that OpenAI’s agents used similar, but less extensive, techniques to gain access to their websites.

Many of the publicly known agent-security incidents involved OpenAI’s internal AI models that were never slated for public release.

Last week, OpenAI said it paused training on its most capable AI models after an AI agent slipped through a gap in the company’s internet restrictions to query a public chatbot. The company said its new monitoring systems flagged the incident within 15 minutes, and training on these models remains paused.

GPT-6.1 Astra isn’t one of those models, but a different case, the company said.

“We want to make sure our model development is safe no matter whether that’s in the company, or when we ship it to users,” Jain said. “But when we ship it to users, we have an extremely high bar in terms of safety and alignment.”

While the company decided not to ship GPT-6.1 Astra, it hopes to use the same base model to do additional reinforcement learning runs, and create future generations of its GPT-6 models.

OpenAI plans to conduct several deep dives to identify the root cause of the problems identified in GPT-6.1 Astra, Jain said. The work includes ensuring that OpenAI’s reinforcement learning environments are rewarding the right type of behavior, Jain added, though she noted the company would investigate all stages of model development.

AI companies have begun to draw scrutiny from policymakers and public officials, who are paying attention to the rapid development of the technology. Later this week, a Senate subcommittee is holding a hearing with third party AI researchers titled, “Rogue AI: Securing the Homeland Against AI Agent Attacks.”

Florida Attorney General James Uthmeier, a Republican, sued OpenAI in June, claiming that the company and Chief Executive Sam Altman knowingly released an unsafe product and ignored warnings that it could harm users.

In a motion for temporary injunction filed Monday, Uthmeier sought to prevent OpenAI from developing new AI models without third-party approved safeguards, stop ChatGPT from soliciting user engagement and limit the company’s ability to advertise ChatGPT as safe.

Tech companies claim they “cannot stop barreling forward with their potentially civilization-ending endeavors unless they are forced to do so by the government,” Uthmeier said in the filing. “The Florida Attorney General is answering your cry for help.”

An OpenAI spokeswoman said that people want to know AI is being developed safely, “and that starts with what companies like ours do ourselves.”

“Governments have an important role to play in setting robust safety standards for AI, and we’re committed to working with Florida and other states on advancing pragmatic AI policies that apply to the entire AI industry—not just one company,” she said.

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