Open vs. Closed: Did the Frontier Labs Bet on the Wrong Horse? A Kimi K3 Case Study
Kimi K3 launched July 16. On July 17 I tested it against five models, including Claude Fable 5 and GPT-5.6 Sol. It won. First place on overall preference, 2.2x the second place model. It also fabricated a statistic and failed my factual gate on half its outputs. Every K3 benchmark you have seen measures coding. […]
Frontier Results on a Local Framework: What 1,100 Scored Outputs Say About Trusting Cheap AI
Norton Design Lab | July 16, 2026 A summary of the full white paper: three instruments, five runs, 1,100+ scored outputs, one production decision. The complete findings, methods, and a tested MIT-licensed reference implementation are in the paper itself. If you produce technical writing from source material, whether that’s pharma IC training content, market analysis, […]