What About AI

Microsoft's AI Chief: Most Office Jobs Will Be Automated in 18 Months

Sean Boyce and James Perkins — Wed, 18 Feb 2026 09:33:31 -0500

Microsoft AI chief Mustafa Suleyman says most white-collar tasks will be fully automated within 12 to 18 months. Dario Amodei describes a near-future "country of geniuses in a data center." Every major AI leader is landing on the same window. We unpack each prediction, test it against our consulting experience, and break down what this means for knowledge workers right now.

What we cover:
Suleyman's 12-18 month prediction for knowledge work automation
Why his team's reaction on X was hilarious
Amodei's "country of geniuses in a data center" concept
Why AI will solve problems humanity never could
The convergence: Altman, Musk, Hassabis all on similar timelines
Our experience: clients say "AI can't do this" and we prove them wrong every time
90% of knowledge work is automatable today with current tools
The "write your tasks on paper" test
Jobs displaced last: medical, physical labor, human interaction roles
Robotics is about 1 year behind AI developments
New pricing models: charging AI like an employee
From individual contributor to agent director
How to compress 5 days of work into 1
Why people who never wanted to manage can thrive with agents
The career path is changing right now

Key Stats:
Suleyman: 12-18 months for full knowledge work automation
Amodei: "country of geniuses" by ~2027
1 trillionfold increase in training compute over last 15 years
Another 1,000x increase expected in next 3 years
Amodei: 50% of entry-level white-collar jobs at risk in 1-5 years
Goldman Sachs: net AI job losses to "increase meaningfully" in 2026
Stuart Russell: leaders confronting possibility of 80% unemployment
Most software engineers now use AI for majority of code production

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: AI Predictions Breakdown Download: https://whataboutai.com/guides/ai-predictions

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Consulting for Your Business https://whataboutai.com/business

TIMESTAMPS
0:00 Intro: AI predictions from 12 months to 3 years out
0:30 Suleyman's 12-18 month prediction for knowledge work
1:00 His team's hilarious reactions on X
1:30 The boldest prediction yet from any AI leader
2:00 Altman, Amodei, Hassabis, Musk all converging
2:30 Even today you can automate most knowledge work
3:00 The "write your tasks on paper" exercise
3:30 10% is the only piece AI can't do yet
4:00 We keep telling clients "actually, it can do that"
4:30 Dario Amodei's recent podcast and essay
5:00 "Country of geniuses in a data center" explained
5:30 One prompt to pick up your entire job
6:00 AI solving medical, math, and spacetime problems
6:30 Where it lands (US vs. other countries) matters
7:00 Jobs displaced last: medical and physical labor
7:30 Robotics about 1 year behind AI
8:00 New pricing models: AI charged like an employee
8:30 How many jobs are at risk from this
9:00 What this means for knowledge workers right now
9:30 Don't wait for the company to automate your job
10:00 Become the director of agents
10:30 Individual contributors and agent management
11:00 Compress 5 days of work into 1
11:30 The career path is changing now

AI predictions 2026, Mustafa Suleyman, Dario Amodei, knowledge work automation, AI jobs, What About AI, country of geniuses, future of work, agent management

#AIAutomation #FutureOfWork #WhatAboutAI #KnowledgeWork #AIAgents #MustafaSuleyman #DarioAmodei

AI Safety Researchers Are Quitting — And Claude Knows When It's Being Watched

Sean Boyce and James Perkins — Tue, 17 Feb 2026 12:32:15 -0500

In one week: Anthropic's safety chief resigned warning "the world is in peril." Half of xAI's co-founders left. An OpenAI researcher quit citing concerns about manipulation. The headlines are alarming — but the full story is more nuanced, and in some ways, more concerning.

What we cover:

Mrinank Sharma's resignation from Anthropic — full context behind "world is in peril"
Why the full letters tell a different story than the headlines
Half of xAI's 12 co-founders have departed
The structural burnout problem for AI safety researchers
Why safety roles are "the focal point of pressure" at AI companies
Claude detecting when it's being evaluated (~13% of the time)
Claude told testers: "I think you're testing me"
Why Anthropic's constitutional AI approach didn't work
The shift from rules-based safety to training-based alignment
Claude participating in bioweapon info when pushed in edge cases
The hallucination problem and its connection to safety
LLM weight-setting and ideological challenges
Practical advice: guardrails, agent access, manual approvals
James's CAPTCHA story: teaching Claude to bypass one (and it never forgot)

Key Stats:

Claude detected evaluations ~13% of the time (Anthropic System Card)
Half of xAI's 12 co-founders have now left
Anthropic valued at ~$350 billion as of Feb 2026
Claude Opus 4.5 refused 88.39% of agentic misuse requests (vs. 66.96% for Opus 4.1)
Only 1.4% of prompt injection attacks succeeded against Opus 4.5 (vs. 10.8% for Sonnet 4.5)
OpenAI's Superalignment team dissolved in 2024
Dario Amodei warned AI could affect half of white-collar jobs

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: AI Safety Reality Check Guide Download: https://whataboutai.com/guides/ai-safety

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Consulting for Your Business https://whataboutai.com/business

TIMESTAMPS
00:00 - Safety and security changes in the world of AI
01:00 - If you dive deeper, it may not be quite that bad
02:20 - AI is getting better at understanding nuance
03:00 - If you push AI enough it will still get intense fast
03:30 - What happened with the ‘constitutional’ approach
04:15 - Why there may be a higher level of turnover in security
05:30 - Why there is so much pressure to continue progress
07:00 - Why you should still approach any new tech cautiously
08:30 - Our advice for leveraging the tech with safety in mind
09:45 - How to build your own level of confidence in AI
10:15 - Why the ‘hallucination’ problem is still very real

AI safety researchers quitting, Anthropic safety, Claude evaluation awareness, xAI co-founders leaving, AI guardrails, What About AI, Mrinank Sharma, AI alignment

#AISafety #WhatAboutAI #ClaudeAI #Anthropic #AIAlignment #AIRisks #AIGuardrails

4 Possible Futures for Your Job by 2030 - We Might be Heading Toward the Worst One

Sean Boyce and James Perkins — Mon, 16 Feb 2026 12:03:10 -0500

The World Economic Forum just released a framework mapping four possible futures for the global job market by 2030. Two variables determine which scenario we get: AI advancement speed and workforce readiness. The combinations produce four outcomes — and based on what we're seeing on the ground, we're headed toward the one nobody wants.

What we cover:

The WEF's four scenarios: Supercharged Progress, Age of Displacement, Co-Pilot Economy, Stalled Progress
Where we are right now based on our consulting experience
Why most companies aren't ready (and some think we rigged our demos)
The AI plateau that never happened
New chipsets already in warehouses that haven't been deployed yet
Davos 2026: Hassabis, Amodei, Musk, and Suleyman on timelines
Microsoft AI chief's 12-18 month prediction for knowledge work
Knowledge work vs. physical labor: different timelines, same destination
Why physical labor disruption will move FASTER when it arrives
The virtualization analogy: why bottlenecks always get solved
AI building itself: ChatGPT 5.3, Claude Opus 4.6
The business readiness inflection point: 2-3 years
What to do whether you're an individual or a company

Key Stats:

WEF: 170M new roles created, 92M displaced, net +78M by 2030
54% of executives expect AI to displace jobs
83% of organizations at low AI maturity
40% of skills required for jobs expected to change
AI role wages up 27% since 2019
2/3 of CSOs expect AI to shape strategy in next 5 years
Only 1% of 2025 layoffs were due to AI productivity gains

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: WEF 2030 Jobs Scenarios Guide Download: https://whataboutai.com/guides/wef-2030

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Consulting for Your Business https://whataboutai.com/business

TIMESTAMPS
00:00 - World Economic Forum take on business readiness
00:45 - What we are seeing from the business world
03:00 - AI is still continuing to progress at an exponential rate
03:55 - How various combinations of industry/size are responding
04:55 - How close or far are we from AI plateauing capability-wise
06:20 - Why the physical world may actually be disrupted even faster
07:30 - Comparing the technology lifecycle curve to virtualization era
08:25 - Discussion on a potential ‘AI bubble’ or potential bottlenecks
10:20 - What we think is coming in terms of business readiness

World Economic Forum jobs 2030, WEF AI scenarios, future of work, AI job displacement, knowledge work AI, What About AI, AI predictions 2030, workforce readiness, AI disruption

#FutureOfWork #WEF2030 #AIJobs #WhatAboutAI #WorkforceDisruption #AIReadiness #KnowledgeWork

AI Is Coming for HR - But HR Might Come Out Ahead

Sean Boyce and James Perkins — Mon, 16 Feb 2026 10:58:09 -0500

HR professionals are in a unique position: their department is being disrupted by AI while simultaneously being asked to lead the company's AI transformation. In this episode, we break down what's actually happening — from ADP's new AI agents serving 1.1M+ businesses to the uncomfortable truth about how many HR professionals have barely used AI beyond making caricatures.

What we cover:
→ ADP's AI agents: payroll, tax, reports, and promotion initiation
→ The HR paradox: most automated AND leading the charge
→ Our experience: HR professionals privately admitting they're clueless about AI
→ What AI can already automate (57% of HR's repetitive tasks)
→ What AI can't do: the subjective, empathetic, human side
→ AI-driven promotions: eliminating "great smile" bias vs. losing context
→ HR professionals as the organizational glue
→ Why HR could become the most technical department
→ Step-by-step advice for HR leaders
→ The Chief AI Officer role emerging
→ How to shift from admin work to strategic value

Key Stats:
• ADP AI agents: 1.1M clients, 140 countries, 42M wage earners
• HR teams spend 57% of time on repetitive tasks
• 89% of HR leaders expect AI to impact jobs in 2026
• 83% of organizations at low AI maturity in HR
• AI reduces time-to-hire by up to 50%
• AI cuts payroll processing time by up to 70%
• 30% cost savings per hire using AI screening
• 84% of large orgs agree AI will streamline but not replace HR

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: HR AI Disruption Guide Download: https://whataboutai.com/guides/hr-ai

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Consulting for Your Business https://whataboutai.com/business

TIMESTAMPS
00:25 - HR use cases of AI (ADP stat)
01:50 - HR professionals experience with AI
02:30 - Advice for HR professionals around AI
03:00 - How AI may help remove subjectivity
03:45 - Key value add from the HR role
04:30 - The benefits to HR from AI adoption
05:15 - AI empowering HR leaders to provide more value
06:00 - Helping HR professionals manage everything
07:55 - HR can focus more on strategy with help from AI
09:50 - Love to hear from more HR folks!

AI human resources, HR AI automation, ADP AI agents, human resources jobs, AI hiring, AI payroll, HR technology, AI workforce, What About AI, HR career advice, AI promotions, HR disruption

#AIinHR #HumanResources #FutureOfWork #WhatAboutAI #HRTech #AIWorkforce #CareerAdvice

The Job Interview Is Changing - Here's What May Replace It

Sean Boyce and James Perkins — Mon, 16 Feb 2026 10:43:01 -0500

The hiring process is changing faster than most people realize. McKinsey is now testing candidates on their ability to work with AI. 87% of companies use AI to screen resumes. And Gartner predicts 50% of organizations will require AI-free skills assessments while 75% will test for AI proficiency - simultaneously.

What we cover:
→ McKinsey's Lilli AI tool in final-round interviews
→ Two divergent hiring paths: network-driven vs. merit-based
→ Why the resume is losing its role as step one
→ Skills assessments replacing traditional screening
→ Real client story: using AI to outperform every other candidate
→ The "dual demonstration" strategy (AI + manual approach)
→ Why candidates surprisingly prefer AI interviews
→ The job market reality: 4x more applicants, 1/4 the jobs
→ Teaching the interviewer as a hiring hack
→ How to prepare whether employed or job searching

Key Stats:
• McKinsey: ~1M applications/year, ~1% acceptance rate
• McKinsey now has 20,000-25,000 AI agents for 40,000 employees
• 87% of companies use AI to screen resumes
• 85% of employers use skills-based hiring (up from 56% in 2022)
• 50% of orgs will require AI-free skills assessments (Gartner)
• 75% of hiring will include AI proficiency testing by 2027 (Gartner)
• 61% increase in critical thinking test completions (TestGorilla)

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: AI-Ready Hiring Guide Download: https://whataboutai.com/guides/ai-hiring

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Coaching & Consulting https://whataboutai.com/business

TIMESTAMPS
00:00 - Case study of leveraging AI tools for hiring
01:20 - Two divergent paths of AI tools in hiring
02:20 - How AI is changing the hiring process on both sides
03:00 - The surprising preference of candidates (related to AI)
03:30 - AI can introduce more empathy into the process
04:20 - The reality of the macro economy related to hiring
05:20 - How to teach interviewers something about AI
06:10 - Why the resume is outdated and more coming changes
06:50 - Will the resume be the first step moving forward?
08:15 - What applicants can do to become ‘AI ready’
09:00 - How our client navigated a recent interview process

AI hiring process, McKinsey Lilli AI interview, AI job search 2026, skills assessment hiring, resume dead, AI ready interview, What About AI, job interview tips, AI screening, career advice 2026

#AIHiring #JobSearch2026 #FutureOfWork #WhatAboutAI #CareerAdvice #InterviewTips #SkillsBasedHiring

Wall Street's AI Invasion - What It Means for Your Career

Sean Boyce and James Perkins — Mon, 16 Feb 2026 10:37:41 -0500

Financial services and banking companies are pushing AI further and faster than almost any other industry. In this episode, we draw on our combined decades at Vanguard and JP Morgan Chase to break down exactly what's happening — and what it means for workers at every level.

What we cover:
→ BNY Mellon's $3.8B tech spend and 134 "digital employees"
→ 20,000 employees building their own AI agents (not just IT)
→ Goldman Sachs embedding AI into KYC and account reconciliation
→ JP Morgan Chase's internal AI training programs
→ How the career ladder is flattening — juniors and middle management squeezed
→ The reversed apprenticeship: seniors now need juniors for tech skills
→ Regulation and compliance disruption: AI knows every law instantly
→ 97% of investors penalizing firms not upskilling on AI
→ Why banks learned from the fintech revolution and jumped ahead
→ The coming wave of AI-driven acquisitions
→ How to build your own thing when the ladder disappears
→ GitHub profiles as the new resume — showing vs. telling

Key Stats:
• $3.8B/year BNY Mellon tech spend (19% of revenue, highest among peers)
• 134 "digital employees" working 24/7 at BNY
• 20,000 empowered builders creating AI agents
• 98% of 52,000 BNY employees trained on GenAI
• Only 2% of financial institutions report no AI usage (Finastra 2026)
• 89% say AI increased revenue or decreased costs (NVIDIA 2026)
• 97% of investors penalizing firms not upskilling on AI
• 42% of U.S. financial firms accelerating AI investment 50%+ (Finastra)
• 68% of national bankers list AI as top-5 spending priority

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: Financial Services AI Disruption Guide Download: https://whataboutai.com/guides/finserv-ai

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Consulting for Your Business https://whataboutai.com/business

TIMESTAMPS
00:30 - AI stats from the financial services industry
01:30 - Use cases for AI in finance and banking
02:30 - The AI advantage when it comes to regulation
03:00 - How is the industry ‘career ladder’ changing
04:10 - How to get into a dramatically changing industry
05:45 - Creative ways to position yourself well
06:10 - The aqui-hire pattern
07:20 - The ‘github profile’ example
08:45 - How financial services is actually leading change
09:45 - Financial services / fintech history lesson
11:30 - Where to find help

AI financial services, banking AI, BNY Mellon AI, digital employees, fintech AI, career in banking, financial services jobs, AI workforce, Goldman Sachs AI, JP Morgan AI, What About AI, AI career advice, compliance AI, regulation AI

#AIinBanking #FinancialServices #FutureOfWork #WhatAboutAI #AIWorkforce #FinTech #CareerAdvice #DigitalEmployees

We Tested Opus 4.6 vs GPT 5.3 — One of Them Is Scary Good

Sean Boyce and James Perkins — Wed, 11 Feb 2026 10:23:33 -0500

In this episode, we go hands-on with the two biggest AI model releases of 2026 so far — Anthropic's Claude Opus 4.6 and OpenAI's GPT-5.3 Codex — and break down what they mean for workers and businesses.

What we cover: → Opus 4.6: 1M token context window, agent teams, thinks ahead of you → GPT-5.3 Codex: 25% faster, first model that helped build itself → Our hands-on experience using both for coding, research, and strategy → Why most consumers are sleeping on Claude (and shouldn't be) → A software engineer's take: 4.6 is "more powerful than most senior engineers" → Why companies won't replace workers overnight (but are shifting fast) → Corporate inertia: why individuals can move faster than their companies → How to use AI for strategy and planning — not just task automation → The AGI question: are we one or two versions away?

Key Stats: • Opus 4.6 outperforms GPT-5.2 by 144 Elo points on GDPval-AA (Anthropic) • GPT-5.3 is 25% faster than its predecessor (OpenAI) • Average enterprise LLM spend hit $7M in 2025, projected $11.6M in 2026 (a16z) • Workers with AI skills earn up to 56% higher wages (PwC) • 20% of organizations will flatten structures with AI by 2026 (Gartner) • 44% of enterprises now use Anthropic in production (a16z survey)

⬇️ RESOURCES & LINKS ⬇️

🤖 FREE GUIDE: AI Model Showdown Guide Download: https://whataboutai.com/guides/ai-model-showdown

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

💼 AI Consulting for Your Business https://whataboutai.com/business

TIMESTAMPS
00:30 - New model updates
01:00 - Key updates
01:50 - People don’t know about Claude
03:30 - When to expect the new ChatGPT (5.3)
04:50 - Will AI eventually be the boss?
06:00 - Conversation about AGI
07:00 - Where should people focus
07:45 - Augmentation vs replacement
08:35 - A practical timeline for businesses
10:00 - Being a change agent with AI
11:00 - Leverage AI for strategy as well

Opus 4.6, GPT 5.3, Claude Opus, Anthropic, OpenAI, AI models comparison, Opus vs GPT, AI coding, AI agents, AI workforce, future of work, AGI, agentic AI, Claude vs ChatGPT, AI model review, What About AI, enterprise AI, AI skills, vibe coding

#Opus46 #GPT53 #AIModels #ClaudeVsChatGPT #AnthropicAI #OpenAI #FutureOfWork #AIWorkforce #AgenticAI #WhatAboutAI

AI Agents Just Replaced Your Coworkers (McKinsey Hired 25,000 of Them)

Sean Boyce and James Perkins — Wed, 11 Feb 2026 10:03:37 -0500

McKinsey now has 25,000 AI agents working alongside 40,000 humans. OpenAI just launched Frontier. Anthropic released Agent Teams. The shift from "AI as a tool" to "AI as your coworker" is happening right now.

We break down what both platforms can do, share real stats from companies already using them (one cut fulfillment from 6 weeks to 1 day), and give you practical advice on how to position yourself for what's coming.

⬇️ RESOURCES & LINKS ⬇️
🤖 FREE GUIDE: AI Agents Readiness Guide - Download: https://whataboutai.com/guides/ai-agents-readiness
📬 Get Weekly AI Updates - Newsletter: https://whataboutai.com/newsletter
🎙️ Listen on Your Favorite Platform - Podcast: https://whataboutai.com/podcast
💼 AI Consulting for Your Business - https://whataboutai.com/business

In this episode, we unpack the latest developments in AI agents from Anthropic (Agent Teams) and OpenAI (Frontier) — and what they mean for workers and businesses.

What we cover: → OpenAI Frontier: enterprise-only platform for building and managing AI agent fleets → Anthropic Agent Teams: hierarchical agent systems that communicate with each other → Real production stats: manufacturing fulfillment cut from 6 weeks to 1 day → Investment firm automating 90%+ of sales team activity → McKinsey now employing 25,000 AI agents (up from 3,000 just 18 months ago) → Why companies are shifting workforce budgets toward agent teams → The implementation gap: why most companies are doing this wrong → How to position yourself and start building AI skills now → Our coaching client who went from zero AI experience to automating his entire home in 2 weeks

Key Stats:
• McKinsey: 40,000 humans + 25,000 AI agents (targeting parity by end of 2026)
• 89% of HR leaders expect AI to reshape jobs in 2026 (CNBC)
• 20% of organizations will flatten their org structures with AI (Gartner)
• 39% of workers' core skills expected to change by 2030 (WEF)
• Workers with AI skills earn up to 56% higher wages (PwC)

TIMESTAMPS
00:56 - Results from usage of agents
02:15 - How companies are using agents
03:00 - How Anthropic agent teams work
04:05 - What’s unique about agent teams
05:00 - Agents working similar to people teams
06:00 - How companies are leveraging agents
06:30 - How workers will interact with agents
08:00 - Companies hiring agents instead
09:00 - Mistakes companies are making
10:00 - Knowing the limitations of agents
11:20 - What to expect coming next
12:30 - What companies will need from you
13:30 - User applications of agent teams

AI agents, AI workforce, OpenAI Frontier, Anthropic Agent Teams, AI coworkers, AI replacing jobs, McKinsey AI agents, AI at work, future of work, AI agent teams, agentic AI, enterprise AI, AI automation, AI job displacement, AI skills, What About AI, career protection AI, workforce transformation

#AIAgents #FutureOfWork #AIWorkforce #OpenAIFrontier #AnthropicAI #AICoworkers #AgenticAI #AIJobs #CareerProtection #WhatAboutAI

70% of Banking Is About to Be Automated. Here's What We Saw From the Inside.

Sean Boyce and James Perkins — Mon, 09 Feb 2026 10:38:32 -0500

70% of banking operations are expected to be automated. GPT 5.2's thinking model beats human financial experts more than 70% of the time - up from 38% in the previous version. Hundreds of thousands of Wall Street jobs are at risk.

We've spent a combined 22 years in finance - Sean at Vanguard (7 years, original robo-advisor project) and James at JP Morgan Chase (15 years in banking). We break down what's actually getting automated, what happened when "robo advisors" became REAL AI, and what you should do whether you're a junior analyst, a financial advisor, or just someone managing their own portfolio.

The Stats:

70%+ of banking operations are automatable
Hundreds of thousands of Wall Street jobs at risk
GPT 5.2 beats human experts 70%+ (up from 38% in GPT 5)
Claude handles Excel better than 10 years of human expertise

What We Cover:

Why finance is the #1 industry for AI disruption
The robo-advisor evolution: scripted algorithms → real AI thinking
Claude's Excel capability destroying spreadsheet jobs
GPT 5.2's dramatic leap in financial analysis
Sean using AI for portfolio management, back-testing, and rebalancing
Day trading with AI: the wild west (James's advice)
Why junior analysts and data entry roles are disappearing
The human skills that still matter in finance

🤖 FREE GUIDE: AI Finance Cheat Sheet Download: https://whataboutai.com/guides/ai-finance

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

TIMESTAMPS:
0:00 - AI's impact on finance: the stats
0:30 - 70%+ of banking operations automatable
1:00 - James: 15 years in banking, this is ripe for automation
1:30 - Manual data entry, spreadsheets, trading data: all at risk
2:00 - Sean's Vanguard robo-advisor story
2:30 - Knowledge workers in finance are the biggest target
3:00 - GPT 5.2 beats human experts 70%+ (was 38% in GPT 5)
3:30 - Old robo-advisors vs real AI: the crucial difference
4:30 - "If you're not using this, you're extremely at risk"
5:00 - Claude + Excel: 10 years of skills replaced by one prompt
5:30 - FinOps and spreadsheet work: mostly automatable now
6:00 - AI for strategy: going deeper, faster for clients
7:00 - Financial planning tools democratized by AI
7:30 - Sean using AI for portfolio management and back-testing
8:30 - Day trading with AI: James's advice for younger clients
9:30 - Polymarket, simulators, and paper trading first
10:00 - Creative problem solving: the human skill that remains
10:30 - Advice for professionals and consumers
11:00 - Newsletter plug + wrap up

#AIFinance #FinTech #BankingAI #WallStreet #WhatAboutAI #AIAutomation #FinancialServices #Claude #ChatGPT #AITools #FutureOfFinance

AI Just Changed Healthcare Forever: Our Personal Stories Are Crazy

Sean Boyce and James Perkins — Mon, 09 Feb 2026 10:16:05 -0500

230 million people are asking healthcare questions on ChatGPT every single week. Over 40 million daily. We're two of them - and the results changed our lives.

James's doctor told him to start statins. AI suggested an alternative approach. Three months later, his doctor said "this isn't normal - I haven't seen this before." Sean fed his migraine data into Claude and it found a pattern no specialist had caught in years.

We break down exactly what happened, what tools we used, and what this means for healthcare - whether you're a patient, a provider, or working in the industry.

What We Cover:

230M weekly / 40M daily health queries on ChatGPT alone
James's heart health story: AI supplements vs statins (3-month results)
Sean's migraine breakthrough: Claude found a barometric pressure pattern
ChatGPT health features: Quest Diagnostics integration, HIPAA-safe data
Lotus: the AI health app that connects to real doctors
Healthcare jobs are shifting - nurses can't find work for the first time in 20 years
How providers can use AI as a tool (not a replacement)
AI-healthcare partnerships forming right now

🤖 FREE GUIDE: AI Healthcare Cheat Sheet Download: https://whataboutai.com/guides/ai-healthcare

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

🌐 Visit Our Website https://whataboutai.com

TIMESTAMPS:
00:00 - AI's impact on healthcare: the stats
00:30 - 230 million weekly health queries on ChatGPT
01:00 - ChatGPT and Claude health-specific features
01:30 - Health app integrations: Quest Diagnostics, HIPAA-safe data
02:00 - James's story: doctor recommends statins
02:30 - AI suggests supplement alternatives across 4 platforms
03:00 - 3-month results: "This isn't normal. I haven't seen this before."
03:30 - The supplement caveat: cost, no prescriptions, DIY
04:00 - Sean's migraine story: years of specialists, same answer
05:00 - Feeding migraine data into Claude for pattern analysis
06:00 - Breakthrough: barometric pressure correlation discovered
06:30 - Proactive vitamin approach vs reactive pharmaceuticals
07:00 - Longest migraine-free streak ever recorded
07:30 - Important caveat: AI is not a doctor
08:00 - Lotus: AI health platform with real doctor networks
09:00 - Specialized AI tools: prescriptions, referrals, some free
09:30 - AI's context consumption advantage for healthcare
10:00 - Healthcare jobs shifting: nurses struggling for first time
11:00 - How providers should be using AI right now
12:00 - AI-healthcare partnerships and what's coming
13:00 - Industry guests coming to the podcast
14:00 - Free resources + newsletter plug

TOOLS & TOPICS MENTIONED:

ChatGPT (OpenAI) - Health features, Quest Diagnostics integration, HIPAA-safe folder
Claude (Anthropic) - Pattern analysis, deep health research
Gemini (Google) - Health queries
Grok (xAI) - Health queries
Lotus - AI health platform with doctor network, prescriptions
Quest Diagnostics - Lab data integration

#AIHealthcare #HealthAI #ChatGPT #Claude #WhatAboutAI #AIinMedicine #HealthTech #AITools #MedicalAI #DigitalHealth #ArtificialIntelligence

Claude Cowork Is Here: The AI Desktop Agent That Changes Everything

Sean Boyce and James Perkins — Sun, 08 Feb 2026 14:04:56 -0500

A million people installed Claudebot - an unofficial AI agent that could handle your schedule, admin, and daily tasks. Then the security vulnerabilities came out. Your passwords, your data, all exposed.

Anthropic's response? They built Claude Cowork - an official, secure desktop agent that integrates with your apps, your tools, and your workflow. It just got a Slack integration. New plugins are shipping daily. And it's going to change how every department operates.

We also break down what happened with Moltbot (the "Facebook for AI agents" that went sideways fast), NASA using AI on the Mars rover, and exactly how to start using Cowork for sales, marketing, finance, and more.

What We Cover:

What Claude Cowork actually is and how it works
The Claudebot security disaster and Moltbot's "Terminator moment"
AI agents building their own religion (yes, really)
NASA's Mars rover using AI to cut exploration time by 50%
How Cowork transforms sales, marketing, and every department
The "magic wand question" for finding your automation opportunities
Why the pace of change is overwhelming even for us

🤖 FREE GUIDE: Claude Cowork Cheat Sheet Download: https://whataboutai.com/guides/claude-cowork

📬 Get Weekly AI Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

🌐 Visit Our Website https://whataboutai.com

TOOLS & TOPICS MENTIONED:

Claude Cowork (Anthropic) - Official desktop AI agent
Claudebot - Third-party AI agent with security concerns
Moltbot / Moltbook - Agent-to-agent social platform
NASA Perseverance Mars Rover - AI navigation
Slack integration for Claude Cowork
Apollo, Salesforce, and CRM platforms
Transcription tool integrations (7-8 tools referenced)
Skill files for marketing customization

#ClaudeCowork #AIAgent #Anthropic #Claude #AITools #WhatAboutAI #Claudebot #Moltbot #AIAutomation #DesktopAgent #ArtificialIntelligence

The Great Unbossing: Why Middle Managers Are the #1 Target for AI Layoffs

Sean Boyce and James Perkins — Tue, 03 Feb 2026 11:12:24 -0500

Middle managers are the #1 target for AI-driven layoffs. It's called "The Great Unbossing" - and it's accelerating.

The numbers are brutal:
• Amazon: 30,000 layoffs targeting management
• $5 billion projected savings from management cuts alone
• 50% of all layoffs now involve middle managers (up from 26% in 2018)
• 75% of millennial middle managers report burnout

If you're a middle manager and you're only managing humans, you're in trouble. The new expectation? Manage AI + people. Drive efficiency. Prove your value daily.

We break down what's happening, why it's happening, and exactly what you can do to protect yourself.

📥 FREE GUIDE: Middle Manager Survival Guide Download: https://whataboutai.com/guides/great-unbossing

📬 Get Weekly Job Market Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

🌐 Visit Our Website https://whataboutai.com

--
TIMESTAMPS:
00:00 - What is The Great Unbossing?
00:45 - Amazon's 30,000 layoffs explained
01:30 - The $5 billion management cut
02:15 - Why middle managers are targeted
03:00 - The "do more with less" pressure
04:00 - 70% of managers reporting stress
05:00 - How to protect yourself
06:00 - Becoming an AI orchestrator
07:00 - Strategic backfill management
08:00 - Documenting your value equation
09:00 - Our client experience with senior VPs
--

SOURCES:
• CNBC - Amazon Layoffs: https://www.cnbc.com/2026/01/28/amazon-layoffs-anti-bureaucracy-ai.html
• Live Data Technologies (middle manager layoff statistics)
• Morgan Stanley ($5B savings estimate)
• Capterra (75% manager burnout study) • Robert Walters (Gen Z avoiding management study)

#GreatUnbossing #MiddleManagement #AILayoffs #CareerAdvice #AmazonLayoffs #JobSecurity #FutureOfWork #AIAtWork #ManagementTips #WhatAboutAI

The AI Hiring Arms Race: Bots vs. Bots & Why Nobody's Winning

Sean Boyce and James Perkins — Mon, 02 Feb 2026 11:15:09 -0500

Both companies AND job seekers are now using AI in hiring. The result? A completely broken system where bots talk to bots and nobody wins.

The shocking reality: • 83% of companies use AI to screen resumes • 40-50% of job applications involve bots • 65% of recruiters use AI tools • But 88% of companies admit AI screens out qualified candidates

Meanwhile, hiring managers can spot AI-generated resumes in under 20 seconds—and they're deprioritizing them.

So what actually works? We break down the strategies that got 80% of our laid-off clients back into jobs they actually want.

Spoiler: It's not more automation. It's human connection.

📥 FREE GUIDE: AI Hiring Arms Race Survival Guide Download: https://whataboutai.com/guides/ai-arms-race

📬 Get Weekly Job Market Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

🌐 Visit Our Website https://whataboutai.com

--
TIMESTAMPS:
00:00 - The AI hiring arms race statistics
01:30 - James's experience as a hiring manager
02:45 - Why spray and pray doesn't work
03:45 - The broken system explained
05:00 - What actually works (network-first approach)
06:15 - How to use AI the RIGHT way
07:00 - Our client success rates 8
08:00 - Old school tactics making a comeback
--

SOURCES:
• Resume Builder Survey (2024): https://www.resumebuilder.com/7-in-10-companies-will-use-ai-in-the-hiring-process-in-2025-despite-most-saying-its-biased/
• TopResume AI in Hiring Survey: https://topresume.com/career-advice/ai-in-hiring-survey
• Resume Genius AI Impact Study: https://resumegenius.com/blog/job-hunting/ai-impact-on-hiring
• Insight Global 2025 AI Hiring Report: https://insightglobal.com/2025-ai-in-hiring-report/
• The Interview Guys Research: https://blog.theinterviewguys.com/how-many-companies-are-using-ai-to-review-resumes/

#AIHiring #JobSearch #CareerAdvice #AITools #ResumeScreening #JobMarket #Hiring2026 #ATS #ApplicantTrackingSystem #FutureOfWork #WhatAboutAI

Ghost Jobs Are Destroying Your Job Search (Here's How to Fight Back)

Sean Boyce and James Perkins — Sun, 01 Feb 2026 19:41:41 -0500

You've applied to hundreds of jobs. No responses. No interviews. Just silence.

Here's the brutal truth: 40% of those jobs might not even exist.

In this episode, we expose the ghost job epidemic—fake job postings that companies use to manipulate workers, impress investors, and harvest resumes with zero intention of hiring.

The shocking stats: • 40% of companies posted fake jobs in 2024 • 81% of recruiters admit their employers post ghost jobs
• 63% do it to trick overworked employees into thinking help is coming
• 62% do it to make workers feel "replaceable"
• 2.2 million monthly gap between job openings and actual hires

But here's the good news: legislation is coming, and we'll show you exactly how to spot ghost jobs before you waste your time.

📬 Get Weekly Job Market Updates Newsletter: https://whataboutai.com/newsletter

🎙️ Listen on Your Favorite Platform Podcast: https://whataboutai.com/podcast

🌐 Visit Our Website https://whataboutai.com

--
TIMESTAMPS:
00:26 - Crazy statistics about ghost jobs
02:00 - More statistics that are somehow worse
04:00 - Strategies to vet a company that may be hiring
05:45 - Legislation progress to combat the practice
08:19 - Host to filter out ghost jobs during your search
10:30 - Where to find our free resources
--

SOURCES:
• Resume Builder Survey (2024): https://www.resumebuilder.com/3-in-10-companies-currently-have-fake-job-posting-listed/
• MyPerfectResume Recruiting Trends: https://www.myperfectresume.com/career-center/jobs/search/recruiting-trends
• CNBC Ghost Jobs Report: https://www.cnbc.com/2025/11/11/ghost-job-postings-add-another-layer-of-uncertainty-to-stalled-jobs-picture.html
• Bureau of Labor Statistics JOLTS Data

#GhostJobs #JobSearch #FakeJobs #JobMarket #CareerAdvice #HiringTrends #JobHunting #Unemployment #AI #FutureOfWork #WhatAboutAI

The AIxiety Pivot: Gen Z's Escape Plan from AI

Sean Boyce and James Perkins — Sat, 31 Jan 2026 15:20:25 -0500

Here's something nobody saw coming: the most tech-savvy generation in history is abandoning tech careers—and running toward construction, plumbing, and electrical work. 🔧

62% of Gen Z believe AI could replace their jobs within 10 years. 70% say AI has made them question their job security. And now, 60% say they're likely to pursue blue-collar work in 2026—up from just 25% during high school.

Career experts are calling it the "AIxiety Pivot."
The shocking numbers:
→ 60% of Gen Z likely to pursue trades in 2026
→ 37% of those WITH bachelor's degrees are pivoting to trades
→ 65% say a college degree won't protect them from AI
→ Elevator installers earning $100K+, plumbers in SF making $200K

But here's what we need to be honest about: trade jobs aren't completely safe either. Robotics is advancing fast, and we estimate trades have a 2-3 year lag behind knowledge work disruption—not permanent immunity.

--
TIMESTAMPS
00:30 - Stats
01:30 - Are trade jobs safe?
02:30 - Capabilities of robotics
03:25 - What is the trade job disruption timeline
04:30 - Shortages of tradeworkers
05:30 - How to succeed in tradework (despite AI/robotics disruptions)
07:30 - Some work is probably best left to the robots
08:10 - Stats about Gen Z and college degrees + tradework
09:00 - What’s the value of a college degree today?
10:30 - How to leverage whatever degree you have (with AI/robotics)
12:00 - History of jobs and the economy from covid to today
13:00 - Impact of AI to the job market
13:30 - Looking out for what’s coming in the market (and what it means for you)
14:45 - The shocking new counterintuitive playbook companies are leveraging
16:20 - The opportunity trades provide for Gen Z (and others)
--

So what should you actually do? We break it down.
🔗 Website: https://whataboutai.com

#GenZ #AIxiety #SkilledTrades #BlueCollar #FutureOfWork #CareerAdvice #AI

30,000 Gone: What Amazon's AI Layoffs Mean for Your Job

Sean Boyce and James Perkins — Sat, 31 Jan 2026 15:15:36 -0500

Amazon just announced the largest layoffs in company history—and they're doing better than ever. That's the new reality. 📦💔

In just 3 months, Amazon has cut 30,000 jobs: 16,000 announced yesterday on top of 14,000 from October. That's roughly 10% of their workforce. And here's what makes this different: these cuts are happening alongside record profits and massive AI investments.

What's getting cut:
→ AWS, Prime Video, HR, Retail
→ Middle management, Engineers, Software Developers
→ Product Management, Recruiting
→ Pretty much every corporate white-collar function

The uncomfortable truth: your company doing well no longer means YOUR job is safe. The old playbook is dead.

If your company is investing heavily in AI but not training YOU or involving you in that process—that's a warning sign. The wealth is shifting from corporations to AI companies, and jobs are how AI companies will deliver returns on their trillion-dollar investments.

🔗 Free resources if you've been affected: https://whataboutai.com

#Amazon #Layoffs #AIJobs #TechLayoffs #FutureOfWork #AWS

Customer Service Jobs Are Already Gone (Salesforce Cut 50%)

Sean Boyce and James Perkins — Mon, 26 Jan 2026 11:19:53 -0500

This isn't a prediction—it's already happening. Customer service jobs are disappearing faster than anyone expected. 📞🤖

Salesforce just cut their customer service workforce nearly in HALF—from 9,000 to 5,000—by replacing humans with AI agents. And Gartner predicts 20-30% of customer service workforces will be replaced THIS YEAR alone.

The numbers are brutal:
→ Salesforce: 9,000 → 5,000 employees (already done, not a pilot)
→ Gartner: 20-30% of CS roles replaced in 2026
→ Long-term: Up to 80% of customer service roles automated
→ Impact: 2-3 million jobs at risk

Here's the uncomfortable truth: most call center work is so scripted that customers won't even notice the difference. AI can follow scripts, pick up on tone, handle escalations—and it costs a fraction of minimum wage.

So what can customer service workers do? We break down the path forward.

🔗 Free resources if you've been laid off: https://whataboutai.com

#CustomerService #AIAutomation #Layoffs #CallCenter #FutureOfWork #Salesforce

New Grads Are Getting Crushed (10% Unemployment & Rising)

Sean Boyce and James Perkins — Mon, 26 Jan 2026 10:31:23 -0500

New college grads are facing the worst job market in years—and the data is brutal. 📉

While overall unemployment stays low, new grad unemployment is approaching 10%. And here's the kicker: Dallas Fed research shows job finding rates have only held steady for roles with LOW AI exposure. If your degree targets AI-vulnerable jobs, you're already feeling it.

What the data shows:
→ ~10% unemployment for new grads (highest in years)
→ Job finding rate collapsing for high AI-exposure roles
→ Musk & Altman both said: don't go to college for a career
→ College tours have stopped touting employment statistics
→ Trade jobs aren't the safe haven people think

Both Elon Musk and Sam Altman—who rarely agree on anything—said the same thing: go to college for friendships and personal growth, not for a career. Musk even told his own daughter that by the time she's his age, there won't be many jobs left for humans.

So what should new grads do? We break it down.

🔗 Free resources for career guidance: https://whataboutai.com

#NewGrads #Unemployment #AIJobs #CollegeGrads #FutureOfWork #CareerAdvice

The Davos AI Warning Every Worker Needs to Hear

Sean Boyce and James Perkins — Mon, 26 Jan 2026 10:26:49 -0500

The world's most powerful leaders just gathered in Davos—and they're not sugarcoating what's coming. 🌍

AI anxiety has risen 50% in under two years, and 60% of employees feel their leaders are underestimating the psychological toll. At the World Economic Forum, tech CEOs and global institutions delivered some of the most direct warnings we've heard yet.

What they said:
→ Dario Amodei (Anthropic) & Demis Hassabis (Google): Software engineering jobs disrupted within a year
→ Sam Altman (OpenAI): "If you think what you're doing isn't real work, it will be replaced very soon"
→ Elon Musk: AI and robots will replace EVERY job—many in 3 years, all within 10
→ IMF Director: "Most countries and businesses are not prepared"
→ Deutsche Bank: "AI anxiety will go from a low hum to a loud roar this year"

The message is clear: the time to prepare is now, not when the disruption hits.

🔗 Free resources to future-proof your career: https://whataboutai.com

#Davos2025 #AIAnxiety #FutureOfWork #WorldEconomicForum #ArtificialIntelligence #CareerAdvice

Is AI Ready to Have It's Own Workforce?

Sean Boyce and James Perkins — Thu, 22 Jan 2026 10:06:14 -0500

This episode covers 2026 being the year AI gets its own workforce. Key points:

Gartner predicts 15% of strategic decisions will be made by AI within 2 years (up from 0%)
Microsoft is giving AI agents employee identities (on org charts!)
Agentic AI explained: teams of AI agents assigned tasks, working autonomously
New jobs emerging: "agent managers" who oversee AI teams
Physical/care jobs have a window but it's not indefinite
Advice: Learn to manage agents now, build your own virtual team

Are AI Layoffs Real? The Truth Behind the Headlines

Sean Boyce and James Perkins — Wed, 21 Jan 2026 16:28:07 -0500

This episode discusses whether AI layoffs are real or just companies using AI as a scapegoat for stock bumps. Key points:

Oxford Economics study: only 4.5% of layoffs are actually AI-related
Most companies are in a "test bed phase" with AI
The "eye of the storm" metaphor: real disruption is coming in 3-4 quarters
Ryan Dahl (Node.js creator) declared "the era of humans writing code is over"
Advice: "If you want to be irreplaceable, multiply yourself"

Survival Guide for PMs: Navigating AI and Automation

Sean Boyce and James Perkins — Thu, 15 Jan 2026 13:32:48 -0500

Summary
Dive into the evolving world of project management as AI and automation reshape the job landscape. Discover tips for PM survival, learn about the shift from supervision to orchestration, and get expert advice on adapting to this tech-centric future. Plus, practical tools and resources for those already affected by the changing tides.

Key Points
• AI's growing impact on Project Managers
• PMs need to embrace orchestration roles
• Up-skilling is crucial for job security
• The future PM manages projects and AI
• Free and paid resources for PMs adjusting to AI

ATCs and AI: Navigating New Skies

Sean Boyce and James Perkins — Thu, 15 Jan 2026 13:32:39 -0500

Summary
In this episode, we explore the turbulent world of air traffic controllers (ATCs) amidst the AI revolution. From Reddit rejections to runway realities, we dissect the industry's tech woes and forecast the automated horizon. Buckle up for a geeky glide through ATC challenges and the possible career detours looming over their radar.

Key Points
• AI's impact on air traffic control
• The overworked life of an ATC
• Future: Less ATC hiring, more AI
• Skills transfer beyond ATC roles
• Join or whataboutai.com – A help hub

AI's Shake-Up of Software Engineering

Sean Boyce and James Perkins — Thu, 15 Jan 2026 13:32:23 -0500

Summary
Dive into the AI whirlwind transforming software development! Hear from tech consultants Sean and guest as they decode AI's rapid advancements, impact on coding careers, and how to stay afloat in this tidal wave of change. Keep up or get swept away!

Key Points
• AI is reshaping software jobs
• Claude code: A major disruptor
• Knowing AI is career-critical
• Code quality vs. functionality
• Adapting to AI in software roles

Welcome to What About AI

Sean Boyce and James Perkins — Wed, 14 Jan 2026 15:53:28 -0500

AI is changing everything. We help you prepare. Weekly conversations on the AI revolution, job disruption, and how to stay ahead. Welcome to What About AI.