Adam Till, CMT retweeted
Energy as a % of GDP is at ~7.5% (per @MacrostrategyP) Once you understand that GDP is effectively all described by energy use, you'll realize why this will be a strain in the coming months. (I believe over 8% we have typically seen a significant global growth slowdown.) @HedgeyeDJ
Adam Till, CMT retweeted
BREAKING: "Speculative data center debt is being repackaged and sold to pension and retirement funds, university endowments, and other institutional investors in a manner eerily reminiscent of the subprime bubble," per AFR
Adam Till, CMT retweeted
The problem with data ctr collateral, rev recognition, neg pricing and $NVDA:
Debt is “Secured”:
Much neocloud debt is secured with a guarantee net-net by $NVDA. The collateral is the GPUs themselves.
Rev Recognition “oops I did it again”:
Imagine $NVDA projects 100 units sold (at 100% growth) for 2027. BUT what if for one reason or another, only 60 get placed into slowly-assembled data ctrs? Production, pricing and scarcity of supply abruptly ends if the parabolic build of data centers slow.
Negative Pricing begins for GPUs, memory …and importantly, the collateral.
The Collateral of that data ctr loan is a GPU that now has LOWER value as supply constraint abates.
In fact, that collateral is terrible, as if one calls in on any, they ALL tank in value, accelerating the daisy chain.
What worries me greatly, is as I have pointed this out to my peers, very few have thought this through. “Yeah but it’s $NVDA, a $5trn company”.
My only answer: “NOT if datactr growth is slowing, bc they will immediately lose pricing power, margins, and are on the hook for SOOOO much collateral, it’s mind bending”
Side note: There is NO government rescue for this one.
Now- get in there and tell me how I am an idiot.
Beware, there is a queue!
I get it, there are nuances for tech-bros who are deep in the weeds. Everyone has an anecdote about why I’m wrong.
Take a step back and be a commodity-bro who’s seen enough supply/demand cycles. Tokens are a commodity. Currently, the token factories are out-stripping token demand. Pricing is the adjustment factor. Except token factories are mostly fixed-price businesses. They have take-or-pay. They have commitments. They will produce tokens at a loss rather than turn off.
I’m not saying that token demand is slowing. It’s still growing at astronomical rates. I’m saying that token production is now out-pacing demand. The cycle will turn when demand accelerates or token production slows. There’s like half a trillion $ of GPUs waiting to be installed. I don’t think token production slows anytime soon.
Yeah, I get it. Jevon’s and all. It’s great for AI consumers and innovators. But the guys owning token factories are gonna all go bust in the process, and that’s like $2T of capex to date. You cannot even restructure these things and crush the debt. They’re just stranded by new, and more efficient chips. They’re always going to be stranded by new chips. More efficient Models will strand the more expensive ones. It’s a race to the bottom against fixed costs. It’s the most godawful business misallocation I’ve seen in a while. Makes the Chinese look like prudent capital allocators🤣🤣
It’s like having iron rails when the new railroads run on steel. This bankruptcy cycle will be epic…
In a normal functioning ecosystem, when the price of tokens drops below the cost of production, the quantity of tokens declines to normalize with pricing. In this case, nothing in AI has any unit economics and you don’t see normalization because everyone is still going full-speed ahead with external funding. (Sort of like shale oil in 2016-2019). Meanwhile, compute prices are based on LT contracts that were signed at above market prices, and are now capital destructive. They’ll eventually catch down to token prices in free-fall.
What we’re seeing here is spot price negatively diverging from term pricing. Usually, when this happens in a cyclical industry, it’s INCREDIBLY BEARISH. Especially when there are take-or-pay contracts that make it difficult to ration supply at prices below cost. What we’re witnessing is a world where losses will accelerate, just as more supply comes online….
Adam Till, CMT retweeted
Google Deepmind (FNV3) CRUSHED the forecast for #Isaias up to 11 days in advance. It picked up some appreciable signal on September 23, locked in on the exact landfall location4 days before it happened, and nailed the peak intensity consistently 3 days before it happened. A new age of forecasting is upon us.
First video: Track density using 1000 member ensemble
Second Video: Individual tracks and mean using 50 member ensemble
Adam Till, CMT retweeted
This is THE AI problem that keeps me up at night while enterprise takes in-house data ctr and $ overall is materially neg while capex is $$$$ 4x the cost of 2 yrs ago.
@Hedgeye
Blue wave is looking more likely into mid terms- Which party will win the U.S. Senate? Odds & Predictions 2026
Adam Till, CMT retweeted
Texas is already more than 50% renewable energy, and there's a decent chance that by next year Wind overtakes Natural Gas as the single biggest source.
None of this is because Texas Republicans care about climate change. It's because their regulations let wind/solar build fast.
Adam Till, CMT retweeted
Lunchtime thought while eating sardines: The logical endpoint of the 2 party system is AI running against AI for President.
One model trained on the Democratic coalition. One trained on the Republican coalition. They debate each other, fact check each other, and accuse each other of hallucinating.
Meanwhile, every voter watches with their own AI open, fact checking both candidates in real time and making sure everything they say is compliant with what their AI already told them was true.
Billions of dollars. Trillions of tokens. The most sophisticated technology mankind has ever produced.
And somehow the whole thing still comes down to 37,000 humans in Pennsylvania.
Good afternoon ☀️
Adam Till, CMT retweeted
.@LynAldenContact , Founder and Principal at Lyn Alden Investment Strategy, says Treasury actions favor hard assets and sees Bitcoin as an attractive buy as bearish positioning fades.
$BTC $MSTR $GLD $SPY
@MorganLBrennan
cnbc.com/video/2026/08/20/ly…
Adam Till, CMT retweeted
PCT Q2 2026 Earnings
After some time to sift through, on track. Communication should be better.
$PCT earnings led to lots of whiplash for yours truly. First, I will just rip the band aid off. I thought the communication was poor (particularly in the press release and presentation). DO filled in a lot of gaps on the call but with a speculative, young company like $PCT, there can be no ambiguity quarter to quarter.
While the company provided a ton of new information, it was unclear how that linked to the last quarter’s ‘guidance’ and thus came off as evasive. I have made my opinion known on this topic (who know if that means anything).
Production:
Not a ton expected here given the plant was down for 6 weeks. Ran the plant up to 100% of nameplate and I believe a little higher from DO’s comments:
“May was, by design, a low volume month. We commissioned the newly installed equipment, and we changed process conditions at Ironton to mimic the designs we intend to build in Antwerp and Thailand. Those tests were successful. Being able to run those conditions on an operating commercial asset before we build is an advantage most companies in our position do not have. In June, we set a new daily throughput record, and we demonstrated production at 12,000 pounds per hour.”
Process conditions should be at 130m LB/yr so good to see the company testing the levels at Ironton and getting every piece of data out of the plant for Thailand. Thailand will be twice as good, twice as cheap – engineering all about scaling.
Good to see compounding asset up and running. It must be incredibly frustrating building relationships with converters/brands and having to outsource the very last step before the product is shipped off (QC nightmare).
All in all on production, not expecting much. They have stated they have control of the plant and are going to run the plant to meet orders, not to prove run rates to the market. Either you believe them or you don’t.
Commercial:
Lots of good info in the presentation. Product types, blend %, SKU breadth, trials behind applications etc. My main frustration on comms comes here, please restate the 40-50, 20 – 25 and 25-50 numbers from the prior Q – all the detail is great but that is the main thing ppl are focused on commercially, that holding. DO would go on to re affirm on the call:
“On top of the $40 million-$50 million of non-New Jersey and $25 million-$50 million of New Jersey ramp, the most significant new commercial development is in quick serve restaurants, and it happened after quarter close. In the Q3 to date, we've shipped to all three major converters that serve the QSR cold cup market for clear cups. That is the channel, not the single customer. Cold cup programs are underway at two major QSRs through those converters. New Jersey is what accelerated this. Following the approval, we were fast-tracked into two very large qualification programs for cold cup lids. For QSR applications in New Jersey alone, we estimate the annual demand to meet the recycled content requirement to be roughly 20 million pounds. “
Now the question I had, and received the most.
“Why are we now working on the cold cups for QSR? What happened to the coffee lids?”.
Well, post our NJ DEP success it seems we had a change Lee Corso style “no no no, not so fast my friend” on the definition of a container.
From recent DEP FAQ:
“A rigid plastic container must be made of plastic except for minor incidentals including, but not limited to, caps, labels, or lids. However, a product does not need to include a lid, cap, or closure to be considered a rigid plastic container. Packaging that contains two or more material types (e.g., plastic and paper) is not considered a rigid plastic container when the plastic component is unable to hold or contain a product on its own. However, if the plastic component will be able to contain, hold, or surround a product at some point in the package’s lifecycle, the package is considered a rigid plastic container.”
dep.nj.gov/wp-content/upload…
WONDERFUL. So Ronald and his gang of merry QSR pals say to $PCT in May (when FAQ was released), “stop with the coffee lids we are good there now, we need the cold cups stat”. Now, this is very annoying and causes a bit of a delay but what are you gonna do? The good news is overall rPP usage in cold cups much greater than just coffee lids for that mandate. 20m LBs just for NJ, nationwide if you scale up by population that is 600m LBs (using NJ as 3% of US pop).
Rest of pipeline looks good. The most under appreciated thing here imo is that the PP market is not like the PE market, its not 70% water bottles. It is hundreds of thousands of individual SKUs that all need to be trialed, qualified and papered. It is extremely painstaking but once it is up and running, $PCT will have a $TDG like customer/product base, incredibly broad and incredibly difficult to displace. They are making progress. (Some evidence of the strategy here is P&G, they qual’d two products last Q, it took a loooong time to get there, and now in just one Q they have a third. Once you are in with a customer you will sell into other products in the org, creating a layer cake of sales:
Organic sales growth
Cross sales into new applications of existing customers
New applications of new customers
As these three start to grow in parallel the speed of the ramp will become clear)
This brings us to pricing, some very interesting napkin math to be done here. Dustin continued to reiterate Ironton breakeven at 40%-50% as well as branded pricing coming in stronger than anticipated.
“We have referred to breakeven as roughly 40%-50% utilization, and that number has not changed. It is built on branded sales at those utilization rates, and branded sales are ramping. Branded pricing remains robust, and applications carrying the highest confidence for the second half maintain strong pricing.”
Ironton ops spend is roughly 8.5m per month. Multiple that by 12 we get that’s basically 100m bucks. Ignore compounding for the moment (where PnL will actually be better), and you are looking at 50% of nameplate (50m LBs) breaking Ironton even. Solve for 50(x) = 100, x = 2. He’s basically guiding Pure5 is going for 2$/LB. *Mind Blowing*
Inventories
As ramp planned for 2H, inventories are moving in right direction. Finished goods sent out to customers while larger levels of finished goods purchased to fulfill increased demand in 2H. I imagine once railcars start moving out of Ironton the fast money will start to react. They do seem to have eyes everywhere.
Thailand
Good ole Thailand. Another confusing one at first. Changed key term from mechanically complete to operational, which then changed the date from 2H27 to 2028. There is NO change to the schedule but that is confusing. I understand operational is a much more concrete milestone than ‘mechanically complete’ but please spoon feed me the words “we have updated the milestone to something more concrete and thus the date changed, there is no change from our prior work plan”.
Overall
Generally supposed to be a no nothing quarter. With the weakness in speculative stocks and post convert the stock was trading fairly depressed. I think the content of progress was enough to have the stock trading high single digits but the communication convoluted the story so lots of confusion.
Adam Till, CMT retweeted
Old Wall Media can't help themselves
This kid worked for Sam Bankman Fraud at FTX! Their latest "whiz kid"?
Contrarian indicator. Most likely go higher
Bullish sentiment dropped 15 percentage points to 29.6% in latest @AAIISentiment, well below its 37.5% historical average; bears jumped to 42.3% vs. 32.9% prior ... this week’s special question polls AAII members on recent changes to investing approach
Adam Till, CMT retweeted
Single-stock vol hit a 10 year high relative to the Index. Dispersion, not correlation, has been running the tape.
Adam Till, CMT retweeted
Analysts at Signum Global Advisors led by Andrew Bishop have created a "TACO index" to attempt to discern when Pres Trump might de-escalate the Iran situation.
The index is comprised of Brent crude, the 10-year yield, the number of Hormuz crossings, and the SPX.
In backtesting they found that a 2.3 to 3.4 standard deviation move — or an average of 2.9 standard deviations -- has seen action from the President in the past.
Putting that in today’s terms, the analysts find it’s not yet time to TACO — but it’s getting closer. “Extrapolating linearly would suggest that a TACO could happen as early as July 22 and ‘should’ happen no later than July 30 (unless conditions materially improve, which seems unlikely) – with history suggesting July 26 as most likely,” they said.
There’s a mathematical formula to determining when Trump will TACO — and here’s when a pivot is expected trib.al/yZmpkk9































