When AI Systems, Startups, and Public Policies Collide

In this high-velocity edition of Up Next @ WorkTech, George LaRocque (WorkTech) and Kate Achille (The Devon Group) reunite for a comprehensive cross-pod. Together, they break down the critical intersection of legal friction, evolving corporate staffing strategies, multi-million-dollar government tech overhauls, and sweeping shifts rewriting the rules of HR management. The IBM Lawsuit: Age Discrimination Meets Automated Rejection The hosts open by dissecting a highly publicized new legal battle targeting IBM. A 48-year-old manager with 24 years of tenure found his position eliminated. Upon immediately applying for similar, relevant roles, he received automated rejection notices. While headlines focus on artificial intelligence, Kate and George reveal that the suit fundamentally alleges deep-rooted age discrimination. The plaintiff is not demanding a technical infrastructure audit; rather, he seeks reinstatement and back pay. The timing is notable, occurring right as IBM's HR division heavily publicized its total transition toward automated systems. The co-hosts note that as legacy applicant systems yield to automation, employers face a mounting wave of legal challenges mapping the boundaries of algorithmic accountability. People as Product: The Fractionalization Debate at New York Tech Week. Shifting to startup culture, Kate highlights a controversial trend from New York Tech Week. Covered by HR Brew, tech entrepreneurs are openly advocating for pairing fractional human employees with AI "agent" workers to scale businesses without the overhead of full-time wages. The panel explicitly suggested viewing an internal corporate team as just another product being built.  George and Kate challenge this "people as product" philosophy, tracking how quickly the corporate pendulum has swung from celebrating employees as assets to treating them as commodities. George notes that these pitches overlook the hidden financial realities of computing tokens, high system failure rates, and the questionable efficacy of replacing human leadership with "digital twins" for managerial feedback and performance monitoring. Oracle’s Massive OPM Contract Win In a massive industry shakeup, the Office of Personnel Management (OPM) awarded Oracle a staggering $396 million, 10-year contract to unify the federal government under a single cloud-based HR platform. The bold move promises a 90% reduction in government HR tech spending. The immediate casualty was Workday, the losing bidder that had secured the exact same contract just twelve months prior. The transition creates massive ripples across the HR tech ecosystem as numerous vendors risk losing legacy contracts. On a personal note, Kate recalls being a victim of the 2007 OPM data breach, which required 15 years of government-funded identity monitoring. This history highlights the profound security anxieties of centralizing millions of federal worker records onto a single monolithic cloud infrastructure under big tech control. The Department of Education’s Wage Accountability Crackdown The conversation shifts to public policy as the hosts dissect a polarizing proposed rule from the Department of Education that would hold universities financially accountable for low graduate earnings outcomes. Under the rule, programs that fail to meet specific wage thresholds risk losing Title IX funding and Pell Grant eligibility. While holding institutions accountable for soaring education costs sounds logical, George and Kate warn that the rule relies on flawed data models. The American Council on Education (ACE) heavily criticized the policy's math, which dangerously groups 25-year-old entry-level professionals with 34-year-old mid-career veterans. The hosts argue that focusing solely on immediate earnings severely devalues the long-tail returns of a liberal arts education. Ironically, in an era when AI automates hard technical tasks, the very critical-thinking skills fostered by the liberal arts make workers irreplaceable. Finding Ideal Talent: How to Stand Out at Anthropic To wrap up the tech insights, the hosts discuss hiring criteria shared by the creators of Claude Code at Fortune’s Brainstorm Tech event. To secure a role at Anthropic, candidates must exhibit three key traits: being generalists, possessing a low ego, and demonstrating the ability to openly admit failure and pivot. George and Kate explore the practical paradox of portraying soft skills like a "low ego" within digital applications, noting that the reality of hyper-scaled tech environments often contrasts with public corporate manifestos. On this episode, Kate and George discuss AI age discrimination lawsuit, IBM automated rejections, fractional employees, AI agent workers, Oracle OPM contract, single cloud-based HR platform, a Department of Education proposed rule, graduate earning outcomes, Anthropic hiring criteria, and the HR Tech market shift. Learn more about your ad choices. Visit megaphone.fm/adchoices