A Challenge
Even with super intelligence, it's hard to figure out things other smart people claim to have figured out
links
It's 2026. You can be scrolling, and read something catchy like this:
I was on a plane in May 2005 & read a Fortune magazine cover story on
housing; that article directly resulted in us putting on the “Paulson”
trade to short housing.
I just read an article that is that article’s direct corollary in tech.
Lays out exactly who is carrying the risk.
source: X
Pretty catchy vaguepost, right? And he plays it coy about what he just read.
A bunch of people in the replies, alternately
- beg for the answer on a platter
- ask in vain for confirmation of their own pet theses
- insult/neg the OP
Then some rando shares the actual source, and OP confirms it.
I read the 32-page article, on my phone, three times (!). Hain't seen no Paulson trade.
Kinda disappointed in myself. Kinda angry at the dude. Kinda frustrated. All the feels of fomo and permanent underclass 4ever.
But I have AI!
I message my specialized agent, who has access to a top-tier intelligent model, and a skill for creating slide show presentations:
(spoken) please make in polish slides for summarize this article. Skip the shill of the charity they have selected to highlight
tap-swipe-tap-tap-swipe-tap (paste link)
My agent asks:
On it — pulling the Fall 2026 In the Gaps newsletter now,
extracting the full text and mapping every section, including
the charity spotlight so it gets cut from the deck.
One thing to confirm before I build: "in polish" — do you want
the slides in Polish, or polished-up in English? I'm reading it
as Polish-language slides, but one word back saves a full rewrite
if you meant the other. I'll aim for ~10 slides summarizing the
substantive content unless you want a different length.
Ooops. My phone had transcribed "and publish" as "in polish". I don't need to waste time explaining.
polished english please
publish to qstorage
The agent launches sub-agents (dumber, natch) to summarize the article, and do all the work.
15 minutes later, I ask for an update. The subagents had finished and reported in, the main agent wasn't listening, but everything was done.
A 12-page faithful reproduction of the original 32-page article.
I still couldn't figure out the trade.
Ask the agent again:
please amend the prod slides in place:
- make sure one key investment takeaway is clear to the reader
- strip/distill content from rhetorical fluff,
like the architectural analogy
- keep all hard evidence and justifying logic
for the one key investment takeaway
- fewer slides, maybe 7 max
- more friendly for mobile
The agent gives me a ton of other information, about logging and timeouts and monitoring of the subagents and deployment stats. It fixes a mistake (in its own audit trail that it had built previously) it had observed and was curious about, investigated, and now was able to correctly identify and fix.
Great.
Here is the presentation. Here is the original article.
My conclusion:
the financial engineering1
that powers the AI chip+data center off-balance sheet financing web
is the same house of cards as
the CDO-enabled housing boom
that produced the GFC.
LMK if u agree or disagree!
financial engineers repackage risks into instruments that are not designed for those risks↩