Comment from Anonymous

On Algorithmic Pricing and Data Sharing * Comment: The Agencies must establish a strict per se illegality framework for competitor collaborations that utilize common algorithmic pricing software or shared data pools to harmonize market rates. * Supporting Evidence: Empirical investigations into the housing and hospitality sectors demonstrate that third-party algorithmic platforms enable competing landlords and hoteliers to effectively orchestrate sub-rosa cartels, driving up consumer prices and artificial scarcity without explicit horizontal communication. On Labor Market Collaborations and Monopsony Power * Comment: Updated guidance should explicitly state that any joint venture or competitor collaboration containing non-poach, wage-fixing, or non-compete covenants targeting frontline workers is presumptively anticompetitive and subject to criminal prosecution. * Supporting Evidence: Horizontal labor coordination and structural wage-matching agreements historically depress real wages, restrict worker mobility, and exacerbate economic inequality, particularly among low-wage and hourly employees who lack collective bargaining leverage. On Artificial Intelligence Alliances and Joint Licensing * Comment: The Agencies must closely scrutinize joint ventures and exclusive licensing agreements between dominant cloud infrastructure providers and generative artificial intelligence developers to prevent digital ecosystem lock-in. * Supporting Evidence: Market trends reveal that tech conglomerates frequently deploy multi-billion dollar partnership investments that function as stealth acquisitions, effectively monopolizing upstream computing inputs and stifling independent, open-source competitive innovation (Speculative). On Narrowing Antitrust Safety Zones * Comment: The revised guidelines must eliminate the historical 20 percent market share safety zone for competitor collaborations, requiring an individualized competitive effects analysis regardless of nominal market concentration. * Supporting Evidence: Retaining rigid market share safe harbors creates an expansive loophole in highly specialized or localized digital markets, allowing tech platforms to form minor alliances that aggregate vast troves of proprietary consumer data to effectively block nascent competitive entry. On Conditional Dealing and Exclusionary Standards * Comment: Additional guidance must clarify that joint competitor initiatives enforcing collective industry standards will be treated as illegal group boycotts if they are weaponized to exclude independent, low-cost market entrants. * Supporting Evidence: Antitrust precedents demonstrate that while horizontal agreements can occasionally promote industry-wide standard-setting, dominant market actors frequently manipulate joint certifications to insulate themselves from disruptive competition under the guise of self-regulation.