How AI synthetic audiences are reshaping market research and consulting
AI-driven synthetic audiences now simulate human behavior for surveys in minutes at a fraction of traditional costs. But do they replace real insights—or redefine them?
#ai modelleri
OpenAI Expands Cloud Flexibility Beyond Microsoft in New Deal
OpenAI and Microsoft have revised their long-standing partnership. The agreement now allows OpenAI to distribute its models across any cloud provider, while Microsoft retains key licensing rights through 2032.
Why Your AI Project Needs a Multi-Model Strategy
Most AI projects start by relying on a single model—the one that seems best at first glance. But as traffic grows, so do the hidden costs: inconsistent performance, sudden latency spikes, and spiraling expenses. Here’s how smart teams move beyond the one-model trap to build systems that actually scale.
New benchmark exposes flaws in LLM structured outputs beyond schema checks
Structured output benchmarks often overlook value accuracy in LLM-generated JSON. A new benchmark reveals surprising gaps even in top models like GPT-5 and Claude, with rankings shifting dramatically across text, images, and audio.
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