Author: Marco Vicari


  • Abstract An agent finds a document, updates a record and prepares a response. Every operation appears successful. For a business, however, one question remains: has the requested outcome been achieved? For Novhora, a startup focused on agentic process transformation, that question can become the starting point for every project. Verify the outcome EmailBench, published on…

  • Artificial intelligence is accelerating its own evolution through systems capable of designing, training, and improving new models. For years, we have measured the progress of artificial intelligence by comparing models: more parameters, better benchmarks, larger context windows, and increasingly sophisticated reasoning capabilities. But we may be close to a much more profound shift: AI is not being…