Nerd/Techie Fighting A.I & $BTC FUD | $BTC ≠ Crypto | A.I. Super-User | Member: @TNorth | Contributor: @Roxom // @BitcoinForCorps | Data-Driven Analysis

Joined December 2009
As BTC-TCs, both @Strategy | @Strive rely on robust capital markets access to scale the Treasury Model. Through Digital Credit, they’ve opened additional capital-raising channels and, in my view, created a new asset class. The resulting preferred securities now trade as their own cohort | block in a secondary market, adjacent to $BTC and their “parent equities”, not separate from them. My research at True North examines $STRC through that lens: buybacks, market structure, and the transmission channels connecting the offering to the wider complex. This connection shows up in the data - the following results are from a broader analysis of all five preferred offerings: $STRK | $STRF | $STRD | $STRC | $SATA - using their price histories since inception and rolling attribution models built on matched trading sessions. The results below are from a 9-4-26 snapshot of that larger analysis: a 60-session window spanning 6-11-26 through 9-4-26, covering the selloff, the pre-buyback rebound, and the buyback execution period. Within that window, a model built on orthogonal (uncorrelated) factors explained 74.65% of daily price return variance in $STRC. The three largest allocations, expressed as shares of that explained variance, were: a] Other (Non-STRC) Preferreds: ~44.7% b] MSTR (ex-BTC): ~39.2% c] BTC: ~15.7% Read the full analysis here: tnorth.com/research/strc-buy…
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$STRC | $1.84B later and with 13 weeks of buybacks through 10-18, $STRC closed Friday 10-16, at $97.72, today hovering between $98-$99, still below par. From my 9-24-26 research paper on the @TNorth website: “The open question is not whether Strategy can keep buying, but whether they should, and how much organic demand remains once they stop.” Strategy can keep buying, but inorganic issuer demand is not the same as organic market demand. I have many thoughts on what can be done, but sometimes doing nothing is the wisest move. We will see how things play out, updated market read below:
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$STRC | Buybacks vs Trading Activity (Part 4) 13 weeks later, through 10-18, Strategy has spent ~$1.84B on $STRC buybacks, retiring obligations on 18.91M shares. Over the ongoing buyback window, that spending is equivalent to [20.06%] of dollar trading volume. Strategy has also increased its Digital Credit Securities repurchase authorization from $2B to $3B, leaving approximately $1.16B available under the program. Last week, dollar trading volume increased from ~650M to ~990M, up [52.26%], while buyback spending was essentially unchanged, increasing from $192.4M to $193.1M with, Strategy’s purchases represented [19.49%] of dollar turnover, down from [29.57%]. The lower participation rate did not come from Strategy meaningfully stepping back, there was more trading around a similarly sized issuer bid but despite that bid, STRC closed 10-16 at $97.72. We have to be fair and note that the 10-15 ex-dividend date saw $0.50 a share paid out so the weekly price decline of [1.94%] overstates the shareholder loss (if we include that dividend entitlement, the decline was approximately [1.44%]). However this was not just an ex-dividend adjustment; Friday alone saw STRC fall [1.82%], from $99.53 to $97.72. A lot of people ascribe this to MSCI index exclusion fears, but Friday also brought a broad market selloff. Either way, the issuer bid did not insulate $STRC from weakness across the market and Strategy’s capital structure. The question I keep coming back to (and that many are wrestling with today) is this: if the substantial issuer bid is the main explanation for the recovery in $STRC, why has continued buying still not delivered a return to par? My read remains that many are conflating the recovery with the buybacks, and giving the corporate bid too much credit. Buybacks retire dividend obligations and might provide support at the margins, but that marginal support doesn't insulate $STRC from the effects of leverage, a repricing across the broader capital structure or the structural market transmission channels namely $BTC, $MSTR and Digital Credit as an asset class. tnorth.com/research/strc-buy…
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$MSTR | $STRC | $BTC: The good that comes from an increase in the Digital Credit Securities Repurchase Program is that it'll allow Strategy to retire more dividend obligations | shares. That is a real benefit to the capital structure. As far as price? The market controls that.
Strategy has repurchased $193M of $STRC and acquired 267 $BTC. As of 10/18/26, we hold 848,517 BTC and $5.3B of USD Assets. We have also increased the size of our Digital Credit Securities Repurchase Program from $2.0B to $3.0B. $MSTR strategy.com/press/strategy-…
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So... Black Monday? Yea?
This aged well. 3 hours into the supposed "Black Monday" stock market crash and Nasdaq 100 futures are now up nearly +1%. The S&P 500 is set to add +$350 billion in market cap at the open again. As we stated 24 hours ago: Ignore the noise.
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While people are panicking about a potential "Black Monday", @saylor gives us a $BTC Orange Sunday. As it should be.
We found room for more orange.
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The team at @Strive is cooking. The $SATS IPO upsize is giving them a lot of capital to work with, expecting a nice sized $BTC buy if they emptied the clip. The triplicate structure of $ASST | $SATA | $SATS will power @Strive into the second largest $BTC Treasury spot.
Now stacking sats with double the horsepower.
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$STRC | $SATA: Digital Credit offerings are "Meta Derivatives". They are derivatives of their parent equity ($MSTR or $ASST) which itself is a derivative of $BTC: a derivative of a derivative. They aren't broken, this isn't a flaw, this is how the market will treat them.
Replying to @dotkrueger
They are derivatives of Bitcoin and their parent equities. When Bitcoin price recovers, all will be well again.
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Putting this out there now so that it's known: $MSTR common stock buybacks will not work to raise price, and will only serve to raise KPI's like $BTC Per Share. Which have nearly nothing to do with how the market is pricing the equity.
A few people have asked what the conclusions of my $STRC research paper actually rest on. Very simply: if the effects of trading volume dynamics and buybacks are so weak that quantitative models can't distinguish them from zero, they likely aren't having a strong impact on price activity. In the paper, I broke that down into 4 statements, 2 of which don't rely on regression results: “...( i ) The recovery in STRC began before repurchase executions ( ii ) The other Strategy Preferred Offerings (and SATA) also recovered before repurchases occurred | without share repurchases ( iii ) Trading Volume | Short Volume Flow are in the model, and their coefficients are not statistically distinguishable from zero over the observed window ( iv ) Share Buybacks as a proxy (when evenly allocated by session) are not statistically distinguishable from zero once BTC, MSTR, and the other preferred offerings are in the model. Given ( i - iv) above, while the results of this analysis do not claim that the effect of buybacks was zero, there is evidence that they were not the main explanation for the STRC price rebound over this observed window…”
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No... $MSTR wasn't down today because of MSCI it was down because Mag7 and damn near everything is down. Certain algo strategies trade it adjacent to $BTC and yes, some still trade it as tech | software.
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OK @LaDoger really cooked with this one. The $MSTR meme-lord never rests.
₿uy the Flying Car
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Some thoughts on $MSTR | @MSCI_Inc Index Exclusion Last November, I challenged the framing of a potential $2.8B MSCI outflow as an “existential threat” to @Strategy. MSCI now seems to be adopting its “non-operating company” exclusion framework. The updated impact list identifies @Strategy for potential removal. The timeline to watch is as follows: 10-15-26: Results from Consultation on the Eligibility of Non-Operating Companies. 11-11-26: Final Constituent Changes 11-30-26: Implementation The risk has become real, but we need to differentiate the FUD and fear-mongering from actual potential impact on trading and capital markets access. $MSTR Trading Volume | EoW 10-09-26: $15.29B $MSTR Averages: $565.25B in Dollar Trading Volume YTD $2.91B Average Daily Dollar Volume $13.79B Average Weekly Dollar Volume $56.53B Average Monthly Dollar Volume Using the JP Morgan $2.8B “forced sell-off” estimate from last year as a scenario, that represents: 0.96 Average Trading Days of Volume 18.3% of the Last Week’s Volume 0.50% of YTD Volume I share these numbers to establish scale, not to predict zero price impact, but claims that highlight this as a massive risk to $MSTR are overstated. Any forced selling will be into trading flow, around re-blances, etc. This will not be a market dump event. $MSTR has the liquidity and turnover to absorb this selling with little issue IMO. This is a near term ripple to deal with, not an existential threat to $MSTR. Today's announcement for reference: msci.com/indexes/index-resou…
MSCI $MSTR DE-LISTING FEAR MONGERING: THE $2.8 BILLION LIE First: Strategy is at ZERO risk of being delisted from other indices. Second: J.P. Morgan says an MSCI delisting would trigger a $2.8 Billion forced sell off. They are banking on you not knowing the math. I assessed their "nuclear warning" against actual $MSTR trading volume. The Context: $MSTR has had over $1 TRILLION in Trading Volume YTD. Meaning that - Average Daily Volume: The "catastrophic" outflow is less than ONE AVERAGE DAY of trading. Average Weekly Volume: It is just ~12% of a standard week. Average Monthly Volume: It is a ~3% rounding error. YTD Volume: It is a microscopic 0.26% of the flow. The Reality: They are screaming about an "existential event" that is actually a standard Tuesday afternoon. This isn't a liquidity crisis. It's a scare tactic. Don't let them scare you with numbers that sound big to you but are invisible to the market.
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A few people have asked what the conclusions of my $STRC research paper actually rest on. Very simply: if the effects of trading volume dynamics and buybacks are so weak that quantitative models can't distinguish them from zero, they likely aren't having a strong impact on price activity. In the paper, I broke that down into 4 statements, 2 of which don't rely on regression results: “...( i ) The recovery in STRC began before repurchase executions ( ii ) The other Strategy Preferred Offerings (and SATA) also recovered before repurchases occurred | without share repurchases ( iii ) Trading Volume | Short Volume Flow are in the model, and their coefficients are not statistically distinguishable from zero over the observed window ( iv ) Share Buybacks as a proxy (when evenly allocated by session) are not statistically distinguishable from zero once BTC, MSTR, and the other preferred offerings are in the model. Given ( i - iv) above, while the results of this analysis do not claim that the effect of buybacks was zero, there is evidence that they were not the main explanation for the STRC price rebound over this observed window…”
As BTC-TCs, both @Strategy | @Strive rely on robust capital markets access to scale the Treasury Model. Through Digital Credit, they’ve opened additional capital-raising channels and, in my view, created a new asset class. The resulting preferred securities now trade as their own cohort | block in a secondary market, adjacent to $BTC and their “parent equities”, not separate from them. My research at True North examines $STRC through that lens: buybacks, market structure, and the transmission channels connecting the offering to the wider complex. This connection shows up in the data - the following results are from a broader analysis of all five preferred offerings: $STRK | $STRF | $STRD | $STRC | $SATA - using their price histories since inception and rolling attribution models built on matched trading sessions. The results below are from a 9-4-26 snapshot of that larger analysis: a 60-session window spanning 6-11-26 through 9-4-26, covering the selloff, the pre-buyback rebound, and the buyback execution period. Within that window, a model built on orthogonal (uncorrelated) factors explained 74.65% of daily price return variance in $STRC. The three largest allocations, expressed as shares of that explained variance, were: a] Other (Non-STRC) Preferreds: ~44.7% b] MSTR (ex-BTC): ~39.2% c] BTC: ~15.7% Read the full analysis here: tnorth.com/research/strc-buy…
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Recent price action with $SATA has some investors confused. But there is no cause for worry, and the price action today should not come as a surprise. I shared analysis back in June that seems particularly relevant now, especially re: the Up | Down Betas and correlations with $BTC present with $SATA. The point I have consistently been making is that dividend frequency might smooth out volatility and help price stability around par, but it does not erase the broader $BTC | parent-equity transmission channels. My recent research on the @TNorth website showed the broader Digital Credit complex contributes materially to price return variance across all Preferred Offerings as well. I analyze $SATA (and all of Digital Credit) as meta-derivative instruments within BTC-backed capital structures. Updated data and research continues to support that framing; notably in behavioral differences between Digital Credit offerings on BTC-up and BTC-down days. For $SATA from inception through October 9, 2026: BTC Correlation {Pearson r}: 0.50 BTC R² {Return Variance Explained by BTC}: 24.7% BTC Beta {β}: 0.28 Up | Down BTC β: 0.20 | 0.44 Up | Down BTC Correlation {r}: 0.29 | 0.52 In my June post, I noted Up | Down Betas for $SATA of 0.35 | 0.45 -respectively. Now with additional history, we see that the estimated downside sensitivity remains materially larger than the upside sensitivity, and the correlation is also stronger on BTC-down days. That is the distinction that matters here: periods of compression around par can coexist with downside price action. Today, $SATA has traded back into the $96-97 range despite its daily dividend frequency, showing that daily payments have not prevented discounts to par; and discounts to par do not mean an offering is “broken”. There is also fresh capital-structure context to consider: @Strive announced a new proposed 15% $SATS offering on 10-13. This offering introduces another preferred instrument within the $ASST capital structure, creating differentiation, and the possibility of relative value repricing around issuance. Based on the relationships observed across @Strategy preferred offerings, I would expect shared pricing dynamics to emerge between @Strive’s preferred offerings within the larger Digital Credit complex. This is why I continue to assess these offerings within the broader capital structure and market transmission channels. Dividend terms, competing instruments, liquidity and the market’s assessment of $BTC and the parent equity all matter. Daily dividends might reduce volatility but they do not guarantee par, and they do not remove the economic exposures embedded in the instrument. $BTC remains the foundation of these capital structures: the payment schedule changes how income is distributed; but does not engineer away the underlying market exposure.
We will see how $STRC | $SATA close the day, but $SATA is much smaller, roughly 1/40th the market cap of $STRC, which may help explain why it can move back toward par more quickly. $BTC has also been up recently. Since I did this analysis for $SATA as well, I can give an idea of how these have traded so far: when $BTC is up, $SATA has higher beta than $STRC, but slightly lower R2. What this means is $SATA reacts with more amplitude when $BTC is up, but $BTC does not explain more of its positive daily return variance. When BTC is down however, $SATA has both higher beta and higher R2 than $STRC. That means $SATA has shown stronger downside sensitivity and more $BTC explained daily return variance when $BTC is moving lower. They both move like $BTC derivatives, just in different ways.
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$ASST: @Strive bought 3,311 $BTC last week. Weird... Looks like that "warrant wall" is working out for them.
Last week, Strive acquired 3,311 $BTC, increasing total holdings to ₿32,773. - $208M in warrants exercised; ~15.3M remain, expiring today at 5pm ET. - SATA’s $100 minimum issuance price is now a binding restriction in governing docs, formalizing the protection. $SATA $ASST
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$ASST: @Strive acquired an additional 2,822 $BTC. Total Holdings: 35,595 $BTC @ColeMacro | @PunterJeff | @Werkman - where is the 40K party going to be? xitter.cf/ColeMacro/status/21103…
Through Tuesday, Strive acquired an additional 2,822 BTC for $235M, increasing holdings to ₿35,595. - 13.7M of 15.3M remaining warrants exercised, worth $369M in gross proceeds - 94% of traditional warrants exercised in aggregate - Amplification ratio: 47% $ASST $SATA $SATS
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$STRC | Buybacks vs Trading Activity (Part 3) 12 weeks later, through the week ending 10-9, Strategy has spent ~$1.65B on $STRC buybacks, retiring dividend obligations on 16.97M shares. They now have $354.8M remaining under their Digital Credit Securities Repurchase Program. Over the ongoing buyback window, that spend is equivalent to [~20.13%] of dollar trading volume and over this latest week Strategy spent $192.4M, its largest weekly purchase in this window, equivalent to [29.57%] of dollar trading volume versus [18.58%] the week before. Buyback spending increased [9.13%], while dollar trading volume declined [31.42%]. In simple terms, what this means is that Strategy was a bigger bid in a thinner market. It's clear that Strategy has provided support for $STRC at various price levels, however, providing support for the price, being what is setting price, and being the cause of what drove the price recovery are very different things. Using 7-17 (before the first reported purchases) as a steady benchmark, through the 10-9 close, $BTC has gained [28.30%] and $MSTR [62.72%], with $STRC gaining [16.84%], rising from ~$85.29 to ~$99.66. Over that same window, $STRK gained [23.44%], $STRD [21.41%], and $STRF [7.39%], without any buybacks. This latest week adds context given that $STRC gained [0.25%] while both $BTC | $MSTR fell [2.42%] and  [3.54%] respectively. We can infer that this is consistent with buybacks providing support, but this still doesn’t establish that buybacks drove the broader rebound. It is important for investors to understand what is and isn’t within Strategy’s control. Other variables I continue to look into when assessing buybacks are short volume share, alongside daily short volume flow. Daily short flow measures the number of shares reported as short sales each day; short volume share measures those shares as a percentage of total reported volume in the same FINRA off-exchange dataset.  If we compare 9-28 through 10-2 with 10-5 through 10-9, average daily short flow declined from ~239K to ~200K shares, down [16.55%]. But over that same period, the weekly short volume share increased from [31.13%] to [37.80%] showing fewer short marked shares traded, but they represented a larger share of a thinner market while Strategy was also a larger share of that thinning market. My Read: I think the retail community is still giving buybacks too much credit for a recovery that extended across $BTC, $MSTR, Strategy’s broader capital structure, and with the recovery in $SATA; Digital Credit as an asset class. The latest numbers now expand the question I have posed in previous weeks from will $STRC sustain healthy trading near par when Strategy’s intervention steps back to how much support is being supplied to keep $STRC at these levels as trading activity contracts? When Strategy’s purchases are equivalent to almost [30%] of weekly dollar turnover, near-par trading is not, by itself, proof of healthy independent (organic) demand.
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$BTC: The Corn wants to poop...
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$TSWCF | @smarterwebuk is doing OK Between the MORE IPO and the ATM facility @asjwebley and team have £14.6M to deploy.
This is a proud moment for Smarter Web. Today we announce the results of the institutional offer and retail offer in the MORE IPO, raising £10 million. I am especially proud that we are listing MORE in London, with the first weekly dividend paid by a London-listed commercial company. We are demonstrating that the UK can lead in financial innovation and that the UK capital markets remain open for business. We set £10 million as the minimum for the IPO to proceed, and we have achieved that, even with the constraints under UK financial promotion rules on what we could communicate during the offer, and with little traditional media coverage. Approximately 75% of the investment has come from retail investors and this retail participation is something I am also proud of. Today we also announced the 3rd update in as many weeks on the Ordinary Shares ATM, raising a total of £4.6m across the 3 weeks. With the introduction of our Preferred Shares alongside our existing Ordinary Shares, we now have two distinct equities offering investors different ways to participate in the potential future success of Smarter Web. MORE will begin trading on the Main Market of the London Stock Exchange on Wednesday. I know £10 million is at the lower range of what we were targeting, and I won’t pretend otherwise. But perspective matters. The Bitcoin treasury sector is still young, particularly in the UK. This is the first preferred share, from a Bitcoin treasury company, listed on a main market, outside of the US. Institutional investor demand was disappointing, with a number that we thought would participate then deciding not to, but many have said they want to see how it trades and could participate as it grows in size. We have been here before. Smarter Web started as a public company in April 2025 with a fundraise totalling £2.1 million. We quickly grew to become the largest public company Bitcoin treasury in the UK and today are in the top 30 globally. I look forward to building on this milestone, growing our business and expanding on the understanding of both SWC and MORE. LSE: #SWC #MORE | OTCQB: $TSWCF | FRA: $3M8
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Digital Credit Snapshot since inception: Each Offering $STRK | $STRF | $STRD | $STRC | $SATA would have protected your capital vs $BTC, and paid you a dividend, with lower volatility. The financialization of $BTC will bring in hundreds of Billions in capital over time.
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Another fantastic conversation with @OneChairPod We discuss $MSTR and $STRC buybacks with this important question as the backdrop: Can @Strategy out-engineer the market?
Did Strategy spend over $1 BILLION on $STRC buybacks… for virtually no measurable impact on price? @_Adrian from @TNorth is back, challenging some of the biggest narratives in Bitcoin Treasuries and Digital Credit. And his research raises some uncomfortable questions. We went deep into: → $STRC buybacks: Why their impact on price becomes statistically indistinguishable from zero once other market factors are accounted for. → Daily dividends: Is Strategy $MSTR overengineering $STRC without addressing what actually drives its price? → USD reserves: Does holding billions in cash really make Digital Credit safer, or are we seeing diminishing returns? → Strive $ASST: Are $SATA's investor protections and disciplined USD reserve strategy really giving it an edge over $STRC? → $STRC vs. $SATA: Why Bitcoin, parent equities, and the broader Digital Credit market are the real drivers of price action. → Market intervention: Are Strategy's buybacks signaling weakness rather than strength to the market? → Bitcoin Treasury KPIs: Why BTC Yield, amplification ratios, and Bitcoin per share don't necessarily translate into investor returns. → The future of $MSTR: Why the common equity ATM could remain Strategy's most powerful capital-raising engine. But here's what makes this conversation particularly interesting. Despite being critical of Strategy's recent financial engineering, Adrian remains extremely bullish on its long-term future. One of our most analytically rigorous deep dives into Bitcoin Treasuries and Digital Credit yet. 00:00 Intro: Adrian Morris Returns to One Chair Podcast 01:21 STRC vs. SATA: Why Is Strive Losing Its Edge? 04:01 Do Daily Dividends Actually Help STRC Trade at Par? 07:11 True North Research: What Really Drives STRC's Price? 14:55 Are Strategy's Buybacks Delivering Diminishing Returns? 18:26 Does Strategy's USD Reserve Actually Support STRC? 22:23 STRC vs. SATA: How Much Cash Reserve Is Enough? 28:48 Would Stronger Investor Protections Fix STRC? 34:18 Daily vs. Semi-Monthly Dividends: Is Strategy Overengineering STRC? 38:54 Is Strategy Listening Too Much to Bitcoin Twitter/X? 43:35 Should Strategy Copy Strive's Podcast and Media Strategy? 48:20 Why Strategy Needs More Data-Driven Investor Communication 50:26 Did Strategy Ignore the Warning Signs in STRC Buybacks? 53:56 Why MSTR's Common Stock ATM Could Dominate the Next Decade 01:00:51 Could Strategy Become a Bitcoin and AI Powerhouse? 01:01:55 Where to Find Adrian Morris and True North Research Watch the full episode 👇
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