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Pinterest cut AI costs 90% by gutting a frontier model's vision layer
At 620 million monthly users, calling a frontier model for every image recommendation isn't a strategy — it's a bill. Pinterest CTO Matt Madrigal solved it by gutting Qwen3-VL's vision layer and rebuilding it with proprietary embeddings, cutting costs 90% and boosting accuracy 30%.Madrigal’s team has been heavily investing in customizing open-source models “foundationally in-h [...]
Pentagon pauses the cyber audit rule that was pushing small suppliers out
The figure that seems to have finished the programme off is not a cost. It is a ratio: more than 100,000 companies in the American defence supply chain needing an independent cybersecurity audit, against roughly 100 accredited assessors licensed to carry one out. “So the math just simply doesn’t math,” Kirsten Davies, the Pentagon’s chief […]<br /> This story continues at The Next [...]
Perplexity has its own ‘Deep Research’ tool now too
In a blog post on Friday, Perplexity introduced a new tool called Deep Research that it says can conduct “in-depth research and analysis” to deliver detailed reports in response to your questions, and it’s free for limited use. It comes just a couple of weeks after OpenAI announced its own Deep Research feature for ChatGPT Pro users… which itself followed Google’s December announcement o [...]
