In a rare and candid admission of executive failure, Meta Platforms Inc. Chief Technology Officer Andrew “Boz” Bosworth has characterized the company’s recent rollout of its Applied AI engineering division as “atrocious.”

The remarks, delivered via an internal memo obtained by Wired, come in the wake of mounting workforce dissatisfaction and represent an aggressive effort by leadership to salvage employee morale.

The internal unrest centers on the Applied AI unit, an artificial intelligence (AI) division of roughly 6,500 engineers and product managers established in March to advance Meta’s generative AI models. Despite the high-stakes nature of the assignment, employees reported feeling alienated by what they described as menial work, with one staff member going so far as to describe the division to Wired as “a gulag.”

“We’ve undermined the trust you have that your specific expertise and contribution will be valued, that you will grow and advance your career,” Bosworth wrote in a memo. He directly blamed himself and fellow executives for losing sight of the workforce’s perspective during a frantic corporate race to compete in the genAI market.

To combat internal friction and stabilize the unit, Bosworth outlined several concrete management reforms aimed at reversing Mark Zuckerberg’s aggressive “flattening” of the company. Span of control will be limited to approximately 20 direct reports per manager to ensure personalized attention. The frequency of manager shuffles during corporate restructurings will be strictly minimized.

Maher Saba, vice president of the Applied AI team, announced that employees who felt forced into the division will now be permitted to apply for other internal roles.

Beyond organizational hurdles, Bosworth touched upon the industry-wide infrastructure crunch, warning staff to expect “tough trade-offs for a while” regarding the allocation of scarce computational resources. Addressing anxieties surrounding automation, Bosworth clarified that Meta does not view AI as a total replacement for human labor, though he cautioned: “AI won’t take your job, but someone who knows AI might.”

Meta has declined to comment on the leaked memo.

The strategic pivot to AI follows a turbulent three-year period for the social media giant, which has weathered massive layoffs, increased workplace surveillance, and a stark pivot away from its initial Metaverse ambitions.

In a bid to restore internal goodwill, Meta is leaning back into classic Silicon Valley perks. The company plans to upgrade office microkitchens, boost travel budgets, and expand funding for social events to foster in-person collaboration.

While Meta’s external AI initiatives have yielded formidable products such as its open-source Llama 3 model, Bosworth’s memo underscores the reality that rapid technical innovation cannot substitute for organizational health. Moving forward, Meta’s primary challenge will be balancing the relentless speed demanded by the AI market with the stability required to retain its top tier talent.