Māori AI Voice Puts Language Ownership Back In Community Hands
…reo Māori large language model,” he says. “It’ll be a Maniapoto large language model, a Tūhoe large language model, et cetera.” Each model would be owned by, and trained on the…
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Claude Mythos Finds Zero-Days—But Rust Quietly Shuts The Door
…Attackers no longer need to be technically sophisticated to exploit code, while robust defenses still require engineers to read, evaluate, and act on what the AI models surface. The human cost of…
Why South Africa’s AI Policy Leverage Is Slipping Away Unused
…advantage is foreclosed by market reality. Just as modern software security increasingly depends on knowing what components are inside a system—model provider, training data, compute environment, evaluation methods, update cadence, human…
What Emily Bender Really Meant by "Stochastic Parrots"
…It argued that large language models generate text by statistically predicting likely sequences of words rather than understanding what they are saying—a process the authors captured with the metaphor of a…
Who Wins in Robot Versus Pro Ping-Pong Player?
…In this model, humans transition into high-level supervisory roles, collaborating with AGI to train robots in novel skills and adapt them to unforeseen tasks. We explore this as the “Maharaja Model…
Guardrails for Chatbots Aim to Protect Hearts And Minds
…As awareness of the issue of AI delusions increases, safer models are helping establish a new baseline for the industry. A preprint study of mainstream chatbots, led by researchers at City University…
Accelerating Chipmaking Innovation for the Energy-Efficient AI Era
…through integration and manufacturing, evaluated by chip and system designers, and only then fed back for the next iteration. That model worked when progress was dominated by relatively modular steps that could…
Can a Chip That Loves Zeros Make Huge AI Models More Efficient?
…Other popular applications of AI, such as other forms of graph learning and recommendation models , contain naturally occurring sparsity as well. Normally, a four-by-four matrix takes up 16 spaces in…
Why Quantum Computers Need a ‘Healthy Chunk’ Of Classical Power
…In April, NVIDIA released two models targeting calibration and decoding. The first uses a vision-language model to analyze calibration measurement outputs—typically plotted as graphs—and passes that evaluation to an…
How the MNW Deepfake Benchmark Keeps AI Detectors Up to Date
…Improving Deepfake Detection Systems Research groups around the world have been creating detectors, which are essentially AI models trained to identify artifacts in AI-generated media. However, it has been an arms…