Alex Banks

Building a better future with AI

Alex Banks is a founder, creator and investor. He reaches over 1 million people on social media each week with insights into the world of artificial intelligence (AI).

He is the founder and writer of The Signal, a weekly newsletter that cuts through the AI noise to over 55,000+ readers.

Alex is also an active early-stage investor and advisor to startups across the AI and technology landscape.

👉 All partnerships, enquiries and speaking engagements: contact@noisemedia.ai

Writer

Anthropic just measured which jobs AI is actually replacing.

The gap between theory and reality is massive.

Anthropic published a new research paper using its own Claude usage data to track AI's real-world impact on jobs.

What's new:

They created a metric called "observed exposure" that combines theoretical AI capability with actual professional usage data. The results are eye-opening.

→ Computer & Math: 96% theoretical capability. 32% actual coverage.
→ Office & Admin: 94% theoretical. 42% observed.
→ Legal: 88% theoretical. Just 15% observed.

Capability isn't the bottleneck. Legal constraints, verification requirements, and slow enterprise adoption are what's holding back real-world deployment today.

Most exposed occupations:

→ Computer programmers top the list at 75% task coverage
→ Customer service reps follow at 70%
→ Data entry keyers at 67%

But there’s a certain irony at play that I think is worth pointing out.

Programmers are both the most exposed occupation AND the heaviest adopters of AI. 

They're actively building and using the technology that automates their own work.

The workers most at risk overall skew older, female, more educated, and higher-paid, earning 47% more on average than their unexposed counterparts. 

Graduate degree holders are nearly 4x more represented in the most exposed group.

Despite all this exposure:

→ No meaningful increase in unemployment for high-risk workers since ChatGPT launched
→ But hiring of 22-25 year olds into exposed roles has dropped roughly 14%
→ No equivalent decline for workers over 25

My takeaway:

It’s interesting to see the “disruption” showing up as a hiring freeze vs sweeping layoffs.

But mainstream media much prefer to print “thousands made redundant” to sensationalise headlines.

I also think it’s important to point out the 30% of workers that have zero AI exposure. 

Cooks, bartenders, mechanics, lifeguards. The roles AI can't touch are almost entirely physical.

Having a living measure like this helps track how the gap between AI’s theoretical capability and real-world adoption narrows over time. 

That gap is where the next wave of disruption lives.

Follow me Alex Banks for daily AI highlights and insights.

I talked about AI’s impact on jobs first in my newsletter.

You get the most important news + analysis in your inbox every Sunday.

Read it here: https://lnkd.in/ei8r5Xyq

Anthropic said no to the Pentagon.
OpenAI signed the deal hours later.
Here's what happened:

Anthropic drew two red lines with the Department of War:

1. No mass domestic surveillance
↳ AI can now analyse bulk data the government buys on Americans at scale
↳ Currently legal, but only because the law hasn't caught up

2. No fully autonomous weapons
↳ AI isn't reliable enough to automate selecting and engaging targets
↳ No oversight framework exists for removing humans from the loop

For context:

→ Anthropic was the first AI company on the classified cloud
→ Deployed across intelligence, cyber ops, and combat support
→ Forfeited hundreds of millions cutting off CCP-linked firms
→ These two red lines represent ~1% of use cases

The Pentagon gave Anthropic a 3-day ultimatum.

Anthropic refused.

The response:

→ President Trump: "Their selfishness is putting AMERICAN LIVES at risk"
→ Secretary of War Pete Hegseth: Anthropic is a "supply chain risk"
→ Trump ordered every federal agency to cease all use of Anthropic's technology

Then OpenAI entered.

On Friday morning, Altman publicly backed Anthropic's red lines.

By Friday evening, he'd signed the Pentagon deal himself:

→ OpenAI claims the same red lines as Anthropic, plus a third
→ OpenAI asked the Pentagon to offer identical terms to all AI labs
→ Multiple OpenAI employees signed an open letter supporting Anthropic
→ Altman admitted the deal was "definitely rushed" and "the optics don't look good"

The consumer backlash was immediate:

→ "Cancel ChatGPT" went viral across Reddit and X
→ Claude hit # 1 on the App Store, overtaking ChatGPT
→ Claude is now # 1 in Germany, Canada, and other markets

My takeaway:

Not only have I seen my workflows fully transition from ChatGPT to Claude over the last year, but the consumer mass-market is catching up.

I think it’s also important to point out that correlation doesn’t necessarily mean causation here.

Claude didn’t just hit # 1 in the app store as a result of ChatGPT accepting the DOW deal.

Anthropic has simply built a better product where the timing of adoption happened to coincide with this viral uproar of the company denying use of their products for the surveillance of Americans and operation of autonomous weapons.

Ethical positioning now has direct commercial consequences.

Values are becoming a competitive moat.

I covered this idea yesterday in my newsletter.

Be the first to receive it by subscribing today.

Read it here: https://lnkd.in/e898z7SG

Claude just made switching from ChatGPT effortless.
You can now import your entire memory in 30 seconds.
Here's exactly how it works:

Step 1: Go to Claude Settings → Capabilities
↳ Scroll to the Memory section
↳ Find "Import memory from other AI providers"
↳ Click "Start import"

Step 2: Copy the prompt Claude gives you
↳ The pop-out shows a ready-made prompt
↳ Hit Copy (it's already written for you)

Step 3: Paste it into ChatGPT (or any other AI)
↳ Open a new ChatGPT chat and paste the prompt
↳ It exports everything: your identity, career, projects, preferences

Step 4: Paste the results back into Claude
↳ Switch back to the Claude import pop-out
↳ Paste ChatGPT's response into the text box
↳ Hit "Add to memory"

That's it. Claude now knows everything ChatGPT knew about you.

What gets transferred:

→ How you like to be spoken to
→ Your role, projects, and goals
→ Tools and frameworks you use
→ Every preference and correction you've made

My takeaway:

Claude hit # 1 on the App Store on Monday.
They’re now # 1 on the Android Store today.

A lot of people are curious about switching but assume they'll lose months of context they've built up with their exiting AI model provider.

That friction just disappeared.

Anthropic has removed the last real switching cost.

Whether it be ChatGPT, Gemini, or Grok, you no longer have to start from scratch.

Memory portability is vital for the AI to have robust context about you as an individual and tailor outputs appropriately.

What’s more, the utility of memory compounds over time.

My memory with Claude is already over 2 pages long.

If you've been on the fence, now's the time.

Follow me Alex Banks for daily AI highlights and insights.

I’ll be doing full coverage in this week’s newsletter.
Subscribe to The Signal: https://lnkd.in/ePSZP6KF

CFO writing about business finances

Most founders outgrow their finance back office long before they realize it.

It’s a quiet drag on growth, and if you don’t fix it, it only gets noisier as you scale.

𝗦𝗼𝘂𝗻𝗱𝘀 𝗙𝗮𝗺𝗶𝗹𝗶𝗮𝗿?
➛The bookkeeper is doing their best, but numbers still feel off
➛Reports show up late (and still don’t answer the right questions)
➛Cash flow’s tight, even though revenue’s up
➛And you’re still the one chasing clarity, making gut calls, and approving every spend

👋𝗛𝗲𝘆 𝘁𝗵𝗲𝗿𝗲! I’m Kurtis, a problem solver, systems thinker, and someone who thrives in the messy middle of business.

For over 15 years, I’ve worked in financial leadership roles across industries. I don’t just sit back and observe; I get in the weeds, untangle complexity, and help turn founders’ stress into structure.

What drives me is clarity. I like making sense of things, turning chaos into strategy, and building systems that actually work, not just look good in a report.

Outside of work, I’m wired for growth. I’ve hiked Half Dome, read more business books than I care to admit, and try to beat my wife’s reading total every year (with limited success). I’m a competitor by nature, whether it’s finance, fitness, or my sports teams (Ok State & OKC Thunder).

These days, I help service-based founders like you build the financial infrastructure they’ve been missing.

𝗥𝗲𝗰𝗲𝗻𝘁 𝗪𝗶𝗻𝘀:
➛Helped a security business increase profits by 50% and secure a LOC to transform their cash position
➛Tripled profit for a contracting firm by reworking cost drivers and systems
➛Took a founder from cash-negative to cash-positive in 90 days via smart financial restructuring
➛Cut a 60-day close cycle down to 15 days with dashboards and process cleanup
➛Supported a SaaS founder through an acquisition with models that made the deal possible

If you’re scaling and feel like the back end is starting to break, I can help you get ahead of it. You don’t have to do this part alone. 

The 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗗𝗲𝗲𝗽 𝗗𝗶𝘃𝗲 is what you need.

𝗬𝗼𝘂 𝗳𝗶𝗻𝗱 𝗰𝗹𝗮𝗿𝗶𝘁𝘆 𝗼𝗻:
➛What’s broken or missing in your current setup
➛Where the biggest risks and gaps are
➛What needs to happen to fix it and scale cleanly

I’m giving away 3 seats to qualified business owners & founders every month.

Connect with me today and let me help you achieve financial clarity and cash control, with zero bottlenecks!

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