Macro Alchemy (@MacroAlchemy) header
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Markets, RWA, AI | Macro strategy. Technical, fundamental & quantitative analysis. Narratives, signals, data. Deep dives & theses. Reports worth bookmarking!

Joined September 2009
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Macro Alchemy retweeted
Millennials: The Rug Pull Generation. Study hard and you'll get a good job. 2008 financial crisis. Work hard and you'll own a home. Housing crisis. Build a career and enjoy stability. Gig economy and layoffs. Enjoy your prime years. Global pandemic. Save for your future. Inflation. Finally, AI might free us from working our lives away. Potential World War III.
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You have 11 open tabs He has 11 open labs
SITUATION DETECTED: Anthropic acquired a one-person company in July 2026. Mithril Medicine - developing treatments for two rare forms of muscular dystrophy - owned and run by one person who used Claude to organize contracts, logistics, and experiments with 11 external labs.
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Macro Alchemy retweeted
bro AI is solving millennium math problems and you think it can't do software architecture
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Macro Alchemy retweeted
openai's internal model still has not produced a single result in gender studies
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Macro Alchemy retweeted
This is getting insane. 🤯 CrowdStrike’s CEO says AI is now allowing low-skill hackers to pull off cyberattacks that once required nation-state-level resources. All for the cost of a few tokens and a prompt. The barrier to entry is collapsing. And we’re only getting started.
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Macro Alchemy retweeted
We obviously haven’t had the major jobs wipeout yet. But you read stuff like this. And you read what economics students themselves are saying about working with AI (ht @odavis_h) and it’s hard not to feel like the seismic shift is on its way.
Replying to @Neil_Irwin
He goes so far as to say that if he were to run the White House CEA today he'd do it with a lot of reliance on Claude and friends.
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Macro Alchemy retweeted
If you're not in AI and need to understand what's happening: This year we've went from Super Nintendo to PS5 in 6 months
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I think I have a good analogy for what's about to happen in cyber. It's pitch dark. Always has been. And the world is dilapidated buildings and rats and maggots and other creepy-crawlies. The whole world. And we just invented flashlights.
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Macro Alchemy retweeted
Opus 5.5’s controversial take about humans
Controversial take from Gemini 4 Argon
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Macro Alchemy retweeted
a lot of old software was protected by “exploiting this would be an unreasonable amount of work” we have invented a machine that does unreasonable amounts of work anyway how’s the patch backlog
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Macro Alchemy retweeted
I getting a feeling that OpenAI and Anthropic soon will ditch customers completely, just use their models 100% internally and go all in on frontier science and engineering research Like eg if they actually solve quantum gravity or cure cancer, and own the right to license the solution, can you imagine the ROI behind that? No more listening to users bitching about usage or model nerf or whatever
Dr. Christopher Stubbs is joining our Long-Term Benefit Trust. Chris is an experimental physicist and a former Dean of Science at Harvard University. He has also advised the US government on national security and arms control. Read more: anthropic.com/news/christoph…
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Macro Alchemy retweeted
what I've learned from this post is that almost no one is AGI-pilled and that they don't take seriously the possibility of tens to hundreds of millions of AIs working 24/7 at 10–100x human speed
Surveyed Anthropic staff's answers imply 17.1% GDP growth in 2030
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Macro Alchemy retweeted
Few months ago Mythos could only find a single vulnerability in curl repository, now it basically became a CTF. What has changed? Better models? No. Better harnessing and steering by subject matter experts.
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Macro Alchemy retweeted
They tell you what they're going to do before they do it. Prior to Covid in 2019 they ran a simulated pandemic exercise in 2017 called the SPARS pandemic.
JUST IN: G7 nations agree to launch simulated AI-powered cyberattacks on financial systems to test their defenses.
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Macro Alchemy retweeted
Kospi dumped so hard that president posting dont die
살아야지요. 어떻게든 사셔야 합니다. 힘드시면 109번 전화를 하십시오. 사실 길, 살아야 하는 이유를 함께 찾아드릴 것입니다.
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Macro Alchemy retweeted
Things that don't matter (in the grand scheme of things): - ARR, revenue, profitability, cash flow - Which publicly available model can generate slightly more interesting game assets, viral videos, pelican SVGs, etc. - Which publicly available model is slightly better in actual real-world use cases than other publicly available models - Benchmarks - Releases by non-frontier labs that claim to have caught up to the frontier (because the real frontier models are not publicly available) Things that do matter: - RSI - Capabilities of frontier internal models - Novel discoveries made by AI, especially those showcasing creativity, "research taste", etc. - Advances in model safety - LLMs manipulating robots, especially as models get to lower and lower latency - Computer use, especially as models get to lower and lower latency - China
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Macro Alchemy retweeted
SI labs will never solve alignment. they’re trying to solve a philosophical and theological problem as an engineering one. they’ve assembled some of the greatest engineers on the planet, but put socially dysfunctional nerds with an incredibly shallow understanding of human nature in charge of defining what superintelligence should value. humanity has spent thousands of years trying to align humans and always failed, we can’t even agree on what is good and now we expect a handful of engineers to solve the same problem for superintelligence? lmao, the hubris you can’t align something with humanity if you don’t understand humanity in the first place. at this point, you’re probably better off developing ASI and asking it how to solve alignment.
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Macro Alchemy retweeted
definitely not in 2–3 months, but consider this: 1. the cost-capability pareto frontier keeps improving. models are getting cheaper and more efficient. the latest haiku seems to be as good as opus 4.6(?) 2. put models scheming aside, i dont buy that yet. but what if some random guy who took down fridges in a French supermarket for no gains decides to abliter­ate an open weight model capable of exploiting low hanging 0-days and n-days, and post trains it to self-replicate? 3. also consider this, in the hugging face incident, there was no incentive for the model to exfiltrate or replicate itself. but what if a slightly misaligned model is given a task where self replication becomes a step toward solving it? if you consider these possibilities, the idea doesn't look that far-fetched. anthropic.com/research/self-…
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Macro Alchemy retweeted
Opus 5.5 Ultracode is a magical experience. This model is so special. I'm still geeking over it. If AI never made any more improvements, it would be fine with me.
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Macro Alchemy retweeted
soon all progress will be data bottlenecked, not intelligence bottlenecked. bio? data bottlenecked. astronomy? data bottlenecked. data all the way down
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