62 summarised stories about Model Optimization, each linking back to the original source. Browse all topics →
Startups Magazine 12
Canva launched Canva AI 2.0, a conversational design platform meant to reduce duplicate-looking AI outputs by generating more user-specific images. It reduced cost per task by 90% and says the models are up to 5x faster and 30x cheaper to run. The company also expanded its rollout to more users, including free users, while keeping collaborative editing so designs remain reeditable by the user or AI.
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15 October 2026
Anthropic used its pre-IPO moment to put hard numbers behind the AI business model: it reported $16.8 billion in Q3 revenue, up 45% sequentially, and said it reached adjusted profitability for the first time. That matters because it reframes what “scaling” looks like for the next wave of investors—less guesswork, more operating reality—at the same time the company is briefing markets ahead of an expected November listing.
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