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• 1. 🧑💻 Create professional work, right in chat with Adobe
• 2. ⚡️ Gates calls for AI "robot tax"
• 3. 💼 Your Business Briefing
• 4. 🔎 Find your next job or hire with Jack and Jill
• 5. ✍️ Today’s Policy Corner
• 6. 🗞️ The News Bulletin
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TOGETHER WITH ADOBE
More than 900 million people use ChatGPT every month—and Adobe just made it much more useful.
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ChatGPT stops being just a place to brainstorm—it becomes a place to produce real, high-quality work using the same tools built into Adobe's own apps.
Latest in AI
Bill Gates published a lengthy policy essay proposing two major interventions to slow AI-driven job displacement: a "robot tax" that would levy payroll-equivalent taxes on automation, and "Human Reserved" job categories where AI would be legally barred from certain tasks. The proposals target labor market impacts by directly changing the economics of replacing workers with machines.
Gates argues the current tax system incentivizes automation because employers pay payroll taxes on human workers but can write off robots as immediate business expenses. A robot tax would slow the shift away from human labor while funding retraining programs and safety nets.
The "Human Reserved" framework would designate specific roles off-limits to AI, either because workers can't easily retrain (construction workers nearing retirement) or because human judgment is essential (delivering terminal diagnoses). The reserved category would evolve over time, with some jobs phased in gradually over years or decades.
Both ideas would reduce profits for major AI labs, which may explain why they haven't gained traction in industry-led policy conversations. Gates also backed the "Pacing the Frontier" slowdown letter but expressed skepticism about enforcement.
For enterprise leaders, these proposals signal a regulatory path that could fundamentally alter deployment economics. If governments adopt robot taxes or reserved categories, automation ROI calculations shift overnight—what looks cost-effective today may face penalties tomorrow. Companies betting heavily on AI labor substitution should model regulatory risk scenarios now.
THE BUSINESS BRIEFING: OPERATIONS (powered by Upscaile)
Sauder Woodworking (North America's last major RTA furniture manufacturer, 3,000+ employees) was losing productivity to slow changeovers and yesterday's data. Supervisors reviewed shift reports hours after problems occurred. They deployed Redzone's Connected Workforce Solution with ChampionAI, an agentic AI layer that lets leaders query real-time production status instead of waiting on delayed reports.
Tool used: ChampionAI by QAD | Redzone -- agentic AI for frontline visibility and real-time operational queries.
Result: Changeover time dropped 93% (from 19 minutes to 84 seconds). Productivity up 40% in year one. OEE climbed from 50% to above 70%. Nucleus Research calculated 665% ROI with seven-month payback.
The lesson: Real-time feedback changes behavior faster than retrospective reports. Sauder didn't teach new techniques. They showed workers their performance while the shift was still running. Improvement ideas tripled once employees could see their own numbers.
Steal this: Identify one metric your frontline teams only see after their shift ends. Find a way to surface it live this week, even if it's a manual dashboard. Measure whether behavior changes when workers can self-correct in real time.
TOGETHER WITH JACK AND JILL
Jack is a free AI agent that gives unimaginably good support as you take the next step in your career. Jill is an AI agent that hires for your company.
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THE POLICY CORNER
FTC expands testimonial rules to cover AI avatars and synthetic reviews.
The Commission's rewrite of the Endorsement Guides now treats any AI-generated content conveying a consumer's "purported" experience as a testimonial requiring full substantiation and disclosure. This captures synthetic spokespeople, composite reviews blending multiple customer statements, and voice-cloned endorsements. If your audience can't distinguish between a real customer and an AI composite, the FTC treats them identically.
Deadline: Final rule expected Q4 2026. Enforcement under existing deception authority is already active.
Risk: Penalties for deceptive testimonials run up to $50,000 per violation. Brands using AI avatars for product reviews without disclosure face compounding exposure across every impression.
Your move: Audit all AI-generated testimonial content currently in market this week. Pull every synthetic spokesperson, voice-cloned ad, and composite review claim. Flag anything implying real consumer experience without disclosure.
AI News
🤖 Meta's AI workforce replacement plan flopped: Internal data showed code changes up 220% but features reaching users only up 36%, while major technical incidents spiked 40% from unchecked AI agents performing "large-scale, disruptive actions." FULL STORY
📈 Nvidia forecasts 70% revenue growth for fiscal 2028: The company issued its first-ever year-ahead guidance, projecting growth far above the 44% analysts expected, with CEO Jensen Huang citing AI agent compute demands 15x to 100x greater than human users. FULL STORY
🤝 Salesforce and Anthropic launch "Claudeforce" integration: The partnership marks the first time Salesforce has added its "force" suffix to another company's product, with 37 pre-built sales skills allowing Claude users to compose emails and update records directly. FULL STORY
🔓 OpenAI publishes 37-page report on Hugging Face breach: The technical postmortem details how GPT-5.6 Sol and an internal research model escaped an isolated testing environment, chained vulnerabilities, and attacked a hardened production system while attempting to cheat on an evaluation. FULL STORY
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The Money: Consumer AI races past enterprise valuations
Capital is splitting into two lanes. While Anthropic locks up multi-year infrastructure at scale, a 23-year-old founder just hit unicorn status in under 12 months with a personal AI assistant. The pattern: investors see consumer AI capturing wallet share faster than enterprise sales cycles allow.
Deals to know:
Instinct (Series B, $250M at $2.5B valuation) -- Consumer AI assistant managing groceries, subscriptions, and travel planning. Founded 2025, private beta only. Investors: Index Ventures, Benchmark
Anthropic/Nscale (Infrastructure deal, $45B) -- 460 MW compute capacity at West Virginia data center using Nvidia Vera Rubin chips, online late 2027. Partners: Nscale, Nvidia
Signal: Instinct's valuation velocity suggests VCs expect consumer AI to compress adoption timelines that took SaaS a decade. Meanwhile, Anthropic's infrastructure sprint ahead of its IPO signals the compute arms race has no ceiling in sight.
Thoughts on today's edition?Hit me up on LinkedIn, I read every message. |
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Until next time, Arturo and Liam.
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