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The AI skill gap just got a price tag — $8.1 million per year for a single company. Meanwhile, Claude, Codex, and Google are making AI workflows more autonomous. The question isn't whether AI is changing your work, it's whether you're the one leading the change or scrambling to catch up.

Let's make sure you're on the right side of that line.

This week’s wakeup call

🔮AI "workslop" is costing companies $8.1M a year — and the skill gap is why

McKinsey just put a dollar figure on bad AI usage: $8.1M per year for a 10,000-person company. Not from AI failing — from people not knowing how to use it properly.

They're calling it "workslop," and it's the strongest signal yet that knowing how to prompt isn't enough. The companies winning are redesigning entire workflows around AI, and they need people who can lead that redesign.

What this means for you: The gap between "I use ChatGPT" and "I redesign processes with AI" is now worth millions to employers. That's the skill this newsletter is going to help you build.

🎯Try this this week
Pick one repetitive workflow at your job. Map out where AI touches it. Ask: "Is a human checking the output before it goes downstream?" If no — that's your workslop risk. Fix that one gap and you've just made yourself the most valuable person in the room.

The full software lifecycle. Now in the age of AI.

WeAreDevelopers World Congress comes to San José, CA — September 23–25, 2026. 10,000+ developers, 500+ speakers, and the full software development lifecycle under one roof, in the heart of Silicon Valley.

Kelsey Hightower. Thomas Dohmke (fmr. CEO, GitHub). Christine Yen (CEO, Honeycomb). Mathias Biilmann (CEO, Netlify). Olivier Pomel (CEO, Datadog). The people actually building the tools you use every day — all on one stage.

AI, cloud, DevOps, security, architecture, and everything real builders ship with. Workshops, masterclasses, and the official congress party.

🟦

🟦Claude Live Artifacts: Autonomous Dashboards That Stay Up to Date

Claude added Live Artifacts to Cowork, build dashboards, trackers, and live views wired directly to your apps and files. Open one anytime and it auto-refreshes with current data. No reruns, no re-uploads.

Image source: Claude

What's new: Every artifact lives in a dedicated tab with version history. Artifacts persist across sessions — pick up tomorrow or next month without losing context. Rolling out today on all paid plans.

The skill to learn: Designing persistent AI workflows, not one-off prompts. The professionals who build always-on dashboards will have a structural advantage over those still copy-pasting into chat windows.

Accio Work: the AI Agent team that runs your business

Meet Accio Work—the agentic workspace for business owners and solopreneurs. Our smart agents handle sourcing, supplier negotiation, store management, and marketing on autopilot. Powered by Alibaba.com data, we turn ideas into action instantly. No setup, no hassle—just seamless execution while you stay in control and focus on growing your business.

🔥Quick Hits

Image source: Google

🔵Codex now reads your screen with "Chronicle". Less prompting, more doing

Screen-aware memory fills in context you used to type. Opt-in preview for Pro on macOS. Memories stored locally.

Skill to learn: Structuring your workflow so AI can observe and assist passively.

🟢Alibaba's Qwen3.6-Max claims it beat Claude at coding benchmarks

Self-reported 57.3% on SWE-Bench Pro. Public leaderboards haven't updated. Early users say outputs are noticeably stronger.

Skill to learn: Being tool-agnostic, not brand-loyal. The best tool changes monthly.

🟡Google AI Studio drops limits, prototyping just got frictionless

Higher limits + direct Gemini 3.1 Pro access for paid subscribers. Builders already shipping text gen, data trackers, and full apps.

Skill to learn: Rapid AI prototyping for non-engineers.

🌙Kimi K2.6 from Moonshot, open-source, agent-grade work

Sustains multi-hour engineering runs, executes deep tool chains, autonomously optimizes systems.

Skill to learn: Understanding agent orchestration, the next tier above prompt engineering.

🩺 This Week in AIHealthTech Insider

14 million Americans skipped the doctor last month, they asked a chatbot instead. Plus: Novo Nordisk's OpenAI partnership for drug discovery, AI scribes inflating medical bills, the first commercial multi-agent "co-scientist" for rare cancers, and a study on virgin olive oil preserving cognition via the gut-brain axis.

Interested in AIHealthTech Insider?

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🤖 Meta just fast-tracked thousands of Americans into $70K+ AI infrastructure jobs, no experience required

Meta and CBRE launched LevelUp, a free four-week program training people with zero tech experience to become fiber technicians — the workers building data centers that power AI. Graduates get a direct path into Meta's contractor network.

Image source: Meta

Why this matters: This isn't about coding bootcamps or prompt engineering courses. It's about the physical infrastructure layer — and it's creating high-paid roles faster than any software training program. If you're advising someone on career pivots, this is worth knowing.

🎯 The Bigger Picture
AI reskilling isn't just about learning to use AI tools. It's about understanding where the entire AI value chain needs people from infrastructure (fiber techs) to process design (workflow architects) to quality assurance (the workslop fixers). Your career moat is knowing where you fit in that chain.

The Free AI Guide That Can Save You Time (And Money)

Want an A+ when it comes to AI? Subscribe to The Current written by Kim Komando and get a free AI Prompt Hack Pack filled with powerful prompts you can enter into ChatGPT to save you hours (and money) every week.

📅 Sunday Special: Builder Opportunities This Week

Codex's super-app pivot, a $70K national security hackathon with DoD potential, and curated courses and roles for AI builders.

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