The Complete Guide to Using Pydantic for Validating LLM Outputs
Large language models generate text, not structured data.
Large language models generate text, not structured data.
GPT-5.2 is the latest model family in the GPT-5 series. The comprehensive safety mitigation approach for these models is largely the same as that described in the GPT-5 System Card and GPT-5.1 System Card. Like OpenAI’s other models, the GPT-5.2 models were trained on diverse datasets, including information that is publicly available on the internet, information that we partner with third parties to access, and information that our users or human trainers and researchers provide or generate.
For the first time, developers can embed Google’s Deep Research tool, based on Gemini 3 Pro, into their own apps.
The two companies are launching the Accenture Anthropic Business Group to bring Anthropic’s AI to Accenture’s employees.
As costs for diagnostic and sequencing technologies have plummeted in recent years, researchers have collected an unprecedented amount of data around disease and biology. Unfortunately, scientists hoping to go from data to new cures often require help from someone with experience in software engineering. Now, Watershed Bio is helping scientists and bioinformaticians run experiments and get insights with a platform that lets users analyze complex datasets regardless of their computational skills. The cloud-based platform provides workflow templates and […]
This news comes as a bill was introduced in Congress last week to prevent these exact kinds of chip exports.
To provide high-quality medical care to its population — around 30% of whom are 65 or older — Japan is pursuing sovereign AI initiatives supporting nearly every aspect of healthcare. AI tools trained on country-specific data and local compute infrastructure are supercharging the abilities of Japan’s clinicians and researchers so they can care for patients, amid an expected shortage of nearly 500,000 healthcare workers by next year. Breakthrough technology deployments by the country’s healthcare leaders — including in […]
How an “automobile” can become a talisman before which the Fourth Amendment fades. The post Does the Fourth Amendment require a garage? The Moses Case appeared first on Downsize DC.
New York’s future does not lie in further centralization or state control. Its vitality has always derived from individual freedom, entrepreneurial energy, and the rule of law. The Big Apple became great because it allowed people to build, innovate, and prosper—not because government directed them.
USDA Secretary Rollins promised “structural changes” to SNAP this week amid concerns about widespread fraud in the program. Major reforms to SNAP’s financing model cannot be made without Congress, but USDA can help enforce the program’s eligibility standards by closing a loophole that has allowed millionaires, lottery winners, and households with six-figure assets to receive SNAP benefits through regulation. lead , In a recent blog post titled The SNAP Loophole that Lets Millionaires Receive Food Stamps, the director […]