Ringg City 28th Edition

Is AI going to be your biggest KPI at work?

RINGGCity

By RINGG AI

Happy Friday and welcome back to RinggCity!

This week, we’re looking at AI from a slightly different angle. Beyond models and markets, AI has officially entered the gender and workforce debate.

From questions around whether AI is becoming a new performance metric at work, to concerns that it may widen existing gender gaps, to the growing strain AI data centres are placing on the US electric grid, the focus is shifting from innovation to infrastructure and impact.

Let’s get into it.

-Team Ringg

This week's

3 Big Questions.

1.

Is AI becoming the new performance metric at work?

As big tech tracks AI usage and automation-driven output, productivity is increasingly tied to how effectively employees leverage AI tools.

2.

Is AI widening the gender gap in tech and finance instead of closing it?

A new analysis warns that AI adoption is disproportionately benefiting male-dominated roles while threatening positions with higher female representation, potentially amplifying existing imbalances across industries.

3.

Is the US electric grid about to become the biggest bottleneck in the AI boom?

Big Tech’s growing demand for power to run AI data centres could strain US electricity infrastructure, forcing companies and policymakers to rethink how energy scales alongside compute.

Humour Box

Prompt literacy is being taught alongside coding basics in several institutions. 
10 years ago it was Python. Today it is “Act as a world-class expert…”

Humour box meme

Quick Bytes

Prompt

“Write a natural 3-minute sales call script with a strong opener, two qualifying questions, and a confident close.”

Ai jargon

AI Jargon

Quantization

A technique that reduces a model’s numerical precision to make it smaller and faster, often with minimal performance loss. Critical for deploying powerful models on limited hardware.

Reccos

Read: The Innovator’s Dilemma by Clayton Christensen

A foundational look at why market leaders struggle to adapt to disruptive shifts. Especially relevant in AI, where incumbents are racing to innovate without undermining their own dominance.

bonus

Bonus Byte

Google’s Pomelli Photoshoot tool turns a single product image into studio-quality marketing visuals using AI. Brands can now generate campaign-ready photos without physical sets, models, or reshoots. 

Tool Bench

tool bench

Rows

What it is:

A modern spreadsheet built for operators that connects directly to APIs, SaaS tools, and databases without needing scripts or engineering help.

How you can use it:

Pull live data from Stripe, HubSpot, Google Analytics, or your database straight into a sheet. Build dashboards, automate reports, and trigger workflows without exporting CSVs or writing code.

Good for you if:

You live in spreadsheets but constantly need fresh data from multiple tools and are tired of manual exports, broken Zapier chains, or asking engineering for SQL queries.

Ringg Lens

Innovation vs Infrastructure

The AI boom has been framed around smarter models and faster chips. But behind every model is a warehouse full of servers drawing enormous amounts of electricity. As data centres multiply, utilities are warning that parts of the US grid may struggle to keep up. What was once a software conversation is now an infrastructure one. The limiting factor may not be intelligence, but megawatts.

What Ringg thinks:
AI scales digitally, but power grids scale physically and slowly. Permits, transmission lines, transformers, and generation capacity cannot be upgraded overnight. If energy becomes the constraint, tech strategy will start looking a lot like energy strategy. The companies that secure reliable, sustainable power will move faster. The ones that cannot may find their ambitions capped not by innovation, but by electricity.