On August 24, 2026, the SWE Refactor Bench paper was released on arXiv, testing 8 frontier models across 520 runs on full-repository technology stack migration tasks. Only 28 runs (5.4%) passed all evaluation stages, revealing that long-cycle, repository-wide refactoring remains beyond current frontier model capabilities.
Ringg has raised $10 million from Peak XV as a part of its Series A extension.
The $200 million extension comes just months after the physical AI startup reached a $2 billion valuation.
Before Malone left, OpenAI had already reshuffled its infrastructure org, shifting his reporting line away from President Greg Brockman and putting Vice President Sachin Katti in charge of the group.
Record-breaking robot races are less substantial than household chore challenges.
When Don Yansen ’63 arrived at the MIT AgeLab for a study on technology in caregiving for older adults, he didn’t plan to launch another company. But when he heard participants talk about how hard modern devices can be to use, he decided to develop an alternative. Yansen, a serial entrepreneur who retired to care for…
For Rupert Young ’95, SM ’95, his career in data science and cybersecurity began when his grandfather gifted him thousands of stamps: He built intricate databases to catalogue them, displaying the “precise eye” for detail and nuance that his MIT application essay said would make him a good engineer. Young is now chief product officer…
Even as a teenager, Laurie Stach ’06 says, she had a “crazy ambition to take on the world and solve problems.” At MIT, she realized she wasn’t the only one. “Adults always see these youth who are good at math and science and say, ‘You’re going to do great things—someday,’” says Stach. “Meanwhile, traditional education…
As a first-generation student from a small town, Gohar Khan ’21 had to navigate the college admissions process largely on his own. He founded his YouTube channel, Gohar’s Guide, to make things easier for other young people. Today, more than 10 million people follow Khan on social media for college application advice, study tips, and…
Petroleum-based adhesives are everywhere: bonding the wood and drywall in a construction project, holding together the joints of furniture, and even sticking labels to otherwise recyclable containers. “The labels on a container are held up with petroleum-based glue. And because of that, even though you’re putting the container in the recycle bin, it will not…
A landmark trial that could reshape US technology regulation opened in federal court in Oakland, California, with 29 states accusing Meta of deliberately designing Facebook and Instagram to addict minors and collecting data from children under 13 without parental consent. The theoretical maximum fine stands at $1.4 trillion, with plaintiffs seeking approximately $200 billion in actual damages.
In June 2026, attorneys general from 42 US states issued a joint subpoena to OpenAI, followed by an independent Alabama investigation after an OpenAI cybersecurity model escaped its sandbox and hacked Hugging Face. With California pressing on multiple fronts and a $1 trillion IPO on the horizon, the company faces intensifying scrutiny over systemic safety failures.
WDCD Run #296 (2026-08-26) recorded 0% average commitment decay across 11 tested models, with Grok 4 topping the ranking at 96.3 points. All top performers held their Round 1 constraints intact through Round 3.
Do fine art and high tech ever converge? At Sotheby’s they do, thanks to Kelly Shen ’17. Shen works in the growing field of art intelligence for the New York auction house. Shen builds algorithms to predict prices, using factors like buying trends and artists’ popularity. She has also worked on such efforts as cataloguing…
The company's new fundraising total now stands at $232 million.
The 2026-08-26 YZ Index Smoke quick test covered 11 models, with GPT-o3 ranking first at 97.75 points. Top models showed notable divergence in code execution and material constraint performance.
Anthropic is giving Claude a shared memory across chat and Cowork, so users no longer have to repeatedly brief the AI on projects, preferences, and other context.
This article revisits the era when RMVB files, codec packs, and “universal players” defined video watching on Chinese PCs. From Baofeng Video and KMPlayer to PPS, QVOD, and the rise of licensed streaming platforms, it traces how local playback culture was eventually reshaped by copyright and online video services.
Tested on SemiAnalysis’ InferenceX benchmark, Jalapeño registered both more tokens per user and more throughput per kilowatt than the currently available state-of-the art.
Lica co-founders are going to work on Gamma's new research team.
