Category: Projects

Project Maestro

Using AI to design and develop an application

Maestro is a thesis that one person, with the help of current AI tools, can work on a problem from first principles through design and development, to go to market.

I started project Maestro to work in the open and demonstrate the level of sophistication of current AI tools. This is an exercise and won’t result in a real project. There are plenty of problems to solve, don’t I don’t want people to get hung up on a single idea.

If you’d like to come along please consider subscribing to the Project Maestro newsletter. You can also find a breakdown of all the results over on CloudShock under the Maestro category.

Stay tuned!

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Category: Business

2024 Week 7

Notes, thoughts and observations - Compiled weekly

Interesting employment trend as the remote work trend (WFH) creates economic benefits in the labor market as we see a 1% increase in the labor participation of mothers. A couple of reasons why I think this is significant. First it creates a way for parents and caregivers to efficiently work part time as they balance other responsibilities.  

Second, and more critically, it allows full-time workers to provide part-time childcare for school-age children. By eliminating the commute, parents can drop kids off at school, attend events and generally support their children WITHOUT the need to take time off. This is a huge productivity boost and allows parents to stay fully in the workforce. 

WFH is benificial to the participation rate of parents and caregivers

WFH is benificial to the participation rate of parents and caregivers

Meanwhile inflation remains sticky as the Shelter category continues to drive CPI. Despite interest rates, a shortage of available residential real estate still exists. All of this led me to think that the prospect of a Federal Reserve interest rate cut is wishful thinking

Speaking of interest rates, there are a lot of hullabaloo about the so called “wall of maturity”, but if you look at the maturities, you’ll notice more of a ramp from 2025 through 2028. Still a risk, but also not everything at once. I would expect a protracted period of pain. This along with ongoing CRE risks will hang a heavy cloud over debt markets for quite some time. 

Wrapping up with Artificial Intelligence we are seeing two important trends. First a repatriation of high-end chips due to global supply concerns (Taiwan) and technological advances (Extreme ultraviolet lithography) which are expected to leapfrog domestic chip production by Intel. Second Nvidia chip supply issues are causing companies like OpenAI to spend an enormous amount ($7-9B) on GPUs per year. Long term this will influence companies (Apple, Tesla, Samsung) to design their own purpose-built chips.

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Category: Business

2023 Week 40

Notes, thoughts and observations - Compiled weekly

Everyone on Wall Street and in finance is worried about the fed rate and when cuts will begin. This largely ignores the real impact that high interest rates (i.e., borrowing cost) have on everyday people.  

On one hand the cost for consumers to borrow and maintain their lifestyle amid rising prices is in serious jeopardy. The credit crunch is ongoing and should be a concern to everyone. It has largely propped up buying, as have government transfer payments. Those payments are coming to an end and student loans are coming due. 

The flip side of higher interest rates is the inevitable downward pressure on home prices. It’s a matter of affordability for buyers and we are finally starting to see it. Commercial real estate is in a far worse situation, and I think the prediction of a bottom in mid 2024 is optimistic. It less about a bottom in commercial real estate and more about a long term underperformance.  

Not surprisingly, the deterioration in household finances is fueling a rise in credit delinquency, particularly in automotive. As if that weren’t enough the big three US auto manufacturers are experiencing worker strikes and more alarming a decline in market cap. Most shocking both Ford and GM have less global market cap than Ferrari which produces a fraction of the number of vehicles. 

Top 12 automakers worldwide, ranked by market cap

Top 12 automakers worldwide, ranked by market cap

But notice something else, tucked in between Tesla and BYD is Toyota. Not only does Toyota have the reputation for building reliable internal combustion cars that are a great value, but Toyota has also sold vehicles in the hybrid space for years. The Prius is the bestselling hybrid car of all time first for sale outside of Japan 23 years ago. We should take notice when Toyota recently announced a long-term battery partnership with LG Energy Solution. 

The last point for the week is a great example of how correlation does not imply causation. The spreadsheet did not in fact destroy the bookkeepers job, and it is not an analog of the AI revolution. I know that a lot of finance is done via spreadsheets, but no sizeable business is using Excel to track accounting auditing. There are purpose built systems for that and they are expensive for companies and lucrative for SaaS providers.

Top 12 automakers worldwide, ranked by market cap

Top 12 automakers worldwide, ranked by market cap

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