+92.0
net board stance
what this means
491.41
-1.7% · close 2026-09-08
-2% / +22% / -1%
1m / 3m / 12m
-23%
vs SPY since 2025-05-17
75%
of 52w range · -8.6% off high
5/13
hit rate as primary · α -8
⚠ THE BOARD IS ARGUING WITH ITSELF
— 4 live bullish ideas
(+96.7) against 1 bearish
(-4.6). Net them before sizing; don't hold both expressions.
Where we stand — 5 live ideas
| idea | call | play | conviction | contributes | flag | eval in |
|---|---|---|---|---|---|---|
| 📈 SaaSpocalypse is overdone for compliance-moat enterprise software | ▲ LONG | adjacent ×0.5 | 71.0 | +35.5 | EARLY | 332d |
| 🤖 Frontier AI labs keep durable premium pricing (not commoditized) CONTESTED | ▲ LONG | primary | 26.6 | +26.6 | — | 177d |
| 🤖 Own AWS, Azure and GCP and nothing else — the clouds capture the AI application dollars | ▲ LONG | primary | 20.6 | +20.6 | — | 650d |
| 🤖 Independent frontier-model labs lose to hyperscaler capital CONTESTED | ▲ LONG | primary | 14.0 | +14.0 | — | 110d |
| 🤖 ChatGPT takes Google search share and the market starts pricing the decay CONTESTED | ▼ SHORT | adjacent ×0.5 | 9.3 | -4.6 | — | 241d |
Where the winds are blowing
NET BOARD STANCE, LAST 60 EPISODES —
rising = the besties are building this position, falling = abandoning it. Replayed from
score_events; an idea counts from birth until its window closes.
PRICE VS SPY OVER THE SAME WINDOW, % — did the
talk lead the tape or follow it?
Who's pushing which way
each voice's net push ON THIS TICKER — their most recent stance per idea × the idea's direction × strength, so supporting a bearish idea pushes down. Not conviction (that lives on the idea); this is direction of travel per person. what w= means
What resolves next
kill dates for the live ideas holding this ticker — each one turns into a scored verdict on that date, whether we like it or not
Track record on MSFT
As a PRIMARY play the besties are 5 hit / 1 partial / 7 miss over 13 closed windows — credit 0.42, average α -8.1. Adjacent plays are listed but never scored.
The tape — what was actually said
every capture on any idea holding MSFT, newest first · quotes verbatim, timestamps deep-link into the episode
these capabilities will be matched or close to matched by a handful of closed-source alternatives and open-source alternatives, probably within the next three or four months ... we are seeing the cost of that incremental unit of intelligence being driven further and further down
the market structure that we have right now is there's two markets ... And then there's Commodity Intelligence, which is everybody else, including all the open models. And they're not competing on being at the frontier. They're competing on price
I think Jensen is going all in on open source based on these two acquisitions, Hugging Face and Poolside... He is going for it. He is going to own open source. And that is a really interesting moment in time for us to look at, because we were sitting here six months ago, 12 months ago, open source would never catch up.
I think the horizontal platform companies, these tools that are horizontal, CRM works across many different verticals, industry verticals, and Gmail works across many industry verticals, and Slack, and so on, Excel. No one's going to go rebuild Excel... I think that's how I view the real SaaSpocalypse. It's more of a vertical SaaSpocalypse, which is software that's designed for just one vertical.
I don't know, it was pretty obvious to me in May that Salesforce specifically was meaningfully oversold... the large systems of record, what I said before and what I'll double down on now is that those guys hold an incredibly special place in the ecosystem if they do it right... that's why his net dollar retention is strong, that's why his revenue is strong, that's why he's guiding up and that's why the stocks ripped, I think was like a 43% since I said it had bottomed.
Well, this narrative of the Sass apocalypse was totally overdone. I mean, this whole Sass is dead narrative is just getting shredded today with Salesforce being up over 20 percent. You could go back and look at some of the clips I've been saying now for months. I do not believe that core systems of record like CRM are going to get ripped and replaced with something vibe-coded... Enterprises want certainty, they have compliance, they want professionally managed software that's been running and debugged for years.
I happen to believe, having looked at this and thought about it, I think that it is possible. I think it is likely to happen soon. People I've talked to in industry do think it's real. ... which is why I think RSI is probably the future.
wrap it in its own harness, it decays in capability. When you take an open source model and you use any other open source model, it improves ... there are all kinds of ways of using open source technologies that are meaningfully more performant and dramatically cheaper than the closed source alternative.
the return of a private equity bid for software really changes the investing landscape. ... the rise of open source and the increasing competitiveness of open source is a godsend for the American software industry. It is an absolute godsend.
I actually think that their pricing power may be quite sustainable, ... a decent subset of the market is willing to pay a premium for true frontier intelligence. ... their lead is growing because they're on the way to
You just look at the pricing here of GLM 2 versus Claude Opus, and it is 90% cheaper ... increasingly, corporate America is going to embrace these solutions. ... open-source is the safer bet for us. And that's what's happening in corporate America today and inside of startups.
can orchestrate these open source 150 IQ intellects. ... a very plausible outcome is one which frontier tokens are 65 to 85% of the economic value. Open source tokens are like 80% of the volume. And that's good for everyone.
some of these SaaS companies with great founders who are in it for the long term and ... passionate user bases, I think they will make the jump to AI first products.
It's painting with too broad a brush to say that all of SaaS is going to get obliterated here... Nobody buys Microsoft because Microsoft writes the best code. They buy Microsoft because Microsoft is the rail that everything else runs on... The government is not going to rip and replace Salesforce. Not all SaaS is equal in this dimension.
Elon comes out and says, not so fast. We're entering the singularity and the frontier models are way further ahead than people think. I believe that to be true. ... Jensen came out this week and said, closed models are actually cheaper. ... explains why they continue to run away with it on the revenue side
the difference between the open source models I'm using ... the Frontier models are not necessary anymore. They're just not necessary. ... I'm still going with open source and Gemini being the leaders in this space.
the market for frontier intelligence has become a duopoly. I think it's a very powerful duopoly. I don't think it's being commoditized. ... Anthropic is now over 80 billion of ARR. Started the year at 10, ... people are willing to pay a premium for true frontier intelligence.
You're going to see some of the major customers of Anthropic and OpenAI — the eight and nine-figure customers, people spending 50 million, 100 million a year — they're leaving... Eleven Labs, Figma, Lovable... they're all working on their own models... my team has installed Kimi. It is 80% or 90% cheaper already... [and] a friend of ours in the inference space has a customer who just moved nine figures off the Frontier Labs onto GLM 5.2... that's going to be a massive headwind against these companies, massive.
Peter Thiel once said that monopolies pretend to be commodities... the market for Frontier AI is already a duopoly... the AI duopoly has a big incentive to promote anything that suggests that they're not actually in complete control of this market, but I think they are... Anthropic breaking into 70 plus billion of ARR [with 80%+ gross margins improving], OpenAI did more net new ARR in July than all of Q2... [per Dwarkesh] demand 10x-ing while compute builds at 3x means compute prices rise — only the most lucrative algorithms can afford to compete for compute. It's a self-reinforcing flywheel... like Apple and Android — Android got the share, Apple got the monetization.
These models are getting commoditized much faster than anybody thought... there is no meaningful sustained advantage once a model publishes their performance criteria — within weeks, other models match and in some cases exceed the performance... I've never seen a sector absorb hundreds and hundreds of billions of dollars [where pricing power] effectively evaporates in months... the real business model is not in the foundational model anymore. It's at the application layer above and it's in the infrastructure below... if you're going to build a business model that tries to ascribe this layer as having a lot of terminal value, that is a mathematical mistake.
Zucks is about $1.50, Elon is about $1 and the Chinese models are 50 cents. ... on top of the whole data sovereignty, bleeding your alpha away, can you imagine that you're paying 56 bucks as well, per million input tokens for that risk? That is insanity. ... it doesn't take a company that's much, much worse than you to beat you when your cost is 50 to 100x more.
Open source went from 19% last year to 11% this year [of enterprise AI spend]... anyone who's saying that these closed models are going to lose or are somehow losing, you're just not seeing it in the data... this is a case of the spirit is willing, but the flesh is weak... it is just phenomenally convenient to go with the frontier labs... there's only two companies making meaningful revenue... I could see AI easily becoming another tech market that becomes a duopoly.
the share of wallet, is actually increasing to the frontier labs, while the share of tokens, ... The difference between spending 3 bucks on a cheap model or 15 bucks on an expensive model to replace a $200 an hour consultant, ... The non-consensus argument might be that intelligence is not converging at all, ... as it becomes recursive, you actually extend the lead, ... the distance between the frontier and everybody else doesn't converge, it actually extends,
when you use our harness with Claude, it was simultaneously 1.4x cheaper and 1.5x faster than just using Anthropic Opus 48 alone. But if you wrap the open-source model with our software factory, it was 16.4x cheaper. ... if you are a reasonable company, why are you not finding an independent way to access this intelligence in a way that doesn't leak your edge away? To ... continue to make the same decision, I think is really insanely dumb.
how good GLM 5.2 is, has challenged some of my beliefs. ... I profoundly believe the future is composable models. ... half the queries are going to go to the open source model, maybe 85%, ... shift economic value from the margins of the frontier labs to the infrastructure. ... To date, frontier tokens are capturing 90% of the economic value. And open source tokens are probably 80% plus of tokens processed.