For all the data that AI systems continually amass and analyze, enterprise AI agents often suffer from a curious shortcoming: a lack of knowledge. More than data, knowledge is the understanding of what the data means in the context of individual organizations. AI agents need this understanding to reason about situations, make decisions, and ultimately…
False confidence in surface-level privacy tools creates a dangerous blind spot, where founders assume data is protected while failing to understand how exposure actually accumulates across modern systems.
Corgi became embroiled in controversy when Papermark accused it of stealing its software. Corgi says it did not, raising new questions about vibe coding.
The real test of leadership isn’t the deal — it’s what happens the night it falls apart, and what staying to rebuild it reveals about the hidden costs no model accounts for.