Sebastian H.May 10, 20223 minWhat is Machine Learning Data?ML data is simply not like any other kind of data. Ignoring this simple truth is at the heart of many bigtime AI failures.
Sebastian H.Mar 30, 20223 minPatents have a story to tellThere are ~18M patents in force worldwide. With entries dating as far back as the 19th century and patent applications cresting at 4M...
Sebastian H.Oct 13, 20213 minMachine Learning and Technical DebtSubstantial investments are being made to bolster Machine Learning SDLC, DevOps, and quality metrics. Is technical debt being overlooked?
Sebastian H.Jan 12, 20215 minStakeholder bias and why it matterswell-intentioned effort to reflect stakeholder priorities can backfire in spectacular fashion
Sebastian H.Nov 28, 20203 minZero Trust: a better mousetrap for the 21st Century?Build better identification, authorization, and communication services and the world will beat a path to your door (21st century mousetrap)
Sebastian H.Oct 18, 20203 minShould AI Medical Devices be certified like physicians? Unless AI/ML innovators produce a trusted means to assure safety and proper use, this impasse will never end.