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Data-driven deep dives into multi-provider AI research.
researchdataai-providershallucinationsynthesis
I Fact-Checked a Podcast's AI Claim With 4 Models. Only the Swarm Caught It.
I fed a podcast's unverified AI claim to 4 frontier models, 4 times each. OpenAI repeated it as fact every time. Only the multi-model synthesis caught it. A single model will confirm whatever premise you hand it.
May 31, 2026
parallectproductmulti-provideragents
Why We Stopped Doing Deep Research Manually (And Built Parallect Instead)
Deep research had great output and a broken workflow. Here's how we closed the gap between a long chat thread and an action our agent could actually take.
April 24, 2026
researchdataai-providersdivergence
I Ran 90 Research Queries Through 8 Deep Research Models. 86% of Findings Were Unique to One.
22,121 claims. 5 providers (8 model variants). 86% of findings found by only one. And the pattern is the same whether you ask about Tesla, Iran, Claude, or fantasy novels.
April 10, 2026