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" ... As AI has become one of the hottest must-have technologies, companies have rushed to build deep learning solutions to almost every problem. The industry has become particularly fixated with monolithic models and end-to-end learning in which algorithms are simply fed a database of training examples and turned loose on their problem domain without ever requiring human assistance. Yet, as Waymo reminds us, when it comes to building truly robust complex deep learning systems that must interact with the chaotic cacophony of the real world and seamlessly operate alongside humans, the most successful systems today combine multiple deep learning models together with traditional hand-coded rulesets. ... "
" ... From Epic's perspective, there exists a world with a pretty straightforward dichotomy. The competitive Arena mode is where we find the sorts of rulesets that appeal to pro and highly-skilled players, and that's where you find a ruleset that appeals the aggression. Public matches are more relaxed and support a wider variety of playstyles, with less-skilled players being able to take a shot at Victory Royale, even if they're unlikely to actually get it. ... "
" ... The good news: While there's a heavier lift upfront in converting compliance-dominated companies, the upside is significant. Modern policy-as-code solutions codify compliance and regulatory rulesets directly into apps and infrastructure, establishing ever-present guardrails that don't rely on human memory or documentation. ... "