…ng months-long research projects in under a decade. Some economic models predict that automation of AI research by AI agents could increase the pace of further progress dramatically, with ma…
…n NVIDIA research team proposes Hymba, a family of small language models that blend transformer attention with state space models, which outperforms the Llama-3.2-3B model with a 1.32% highe…
…ive business strategy. Prepare and transform datasets. Build data models with DAX and apply statistical analysis. The demand for business intelligence professionals skilled in data analysis …
Does your provider break your tool calls? Small models get tool calls wrong far more often than cloud models. .lambda stops those mistakes as the model writes, on the device and offline. Wor…
…to LLMs that are optimized for human preferences. This has led to models that are superhuman at instruction following, and are what we now call “chat.” Yet RLHF creates inherent issues such …
…ably mitigate alignment failures We had Claude autonomously train models to improve their performance on several public benchmarks that measure 10 categories of alignment failure. For all 10…
…e following base classes form the API for working with pretrained models through KerasHub. These base classes can be used with the from_preset() constructor to automatically instantiate a su…
Protections around models that hold up against misuse and jailbreaks, preventing severe, irreversible harms like cyberattacks or biological weapons. Preparing for the 2026 US midterms Earlie…
…ents, we tasked Claude with finding effective ways to use weak AI models as “teachers” to supervise the training of stronger models (in this case, the “student” model). Now, we’re releasing …
Can Language Models Speed Up General-Purpose Numerical Programs? Can language models optimize the runtime of popular algorithms like gzip compression, AES encryption or SVD? To answer this, …