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My Artificial Cognition trilogy is now available for free. I began writing the first book a decade ago (2016) and completed the last two in 2023. The process of writing was an aid to understanding the development of today's AI. Insights in these books have stood the test of time and offer powerful metaphors for understanding today's AI and its future evolution. Feel free to have your daily AI driver ingest them for additional insight!
Legacy businesses will likely have zero (or even negative) productivity gains from AI. Only new businesses with less technical debt get to accelerate.
This gets confusing because CLI in AI is often associated with harnesses like Claude Code.
AI exposes once hidden and ignored technical debt. Now we see technical debt everything everywhere all at once.
BREAKING HACK! Gold got hacked! It's no longer a scarce metal?! Scaling transmutation is a real thing. The alchemists' holy grail is now real.
Last month, we demonstrated high-rate alchemy: turning mercury into real, stable gold, beating CERN’s record by a factor of 10.
Last week, we enriched isotopes in the world’s most powerful plasma centrifuge, beating the Soviet record that stood for 40 years.
Now, we’re building a fusion reactor in San Francisco to achieve record power density.
1/ Mercury → Gold via nuclear fusion is no longer just medieval fantasy.
A San Francisco startup just claimed they did it experimentally — at 10× CERN’s record.
Here’s the real story, the science, the catch, and why it could (or couldn’t) change both energy and gold. 🧵
2/ The idea from Marathon Fusion (2025 paper):
High-energy neutrons from a D-T fusion reactor hit mercury-198.
That knocks out a neutron → mercury-197.
Mercury-197 decays in ~64 hours into gold-197 — the only stable gold isotope.
Same gold as in your jewelry. Just made with fusion neutrons.
3/ Scale they modeled:
~2 tonnes of gold per GW_thermal per year.
That’s roughly 5,000 kg per GW of electricity.
At today’s prices, that revenue could roughly match or exceed the electricity revenue of the plant.
Double the value of a fusion power plant without cutting power output.
4/ The catch everyone skips:
Fresh product isn’t pure stable gold. Side reactions create radioactive isotopes (mainly from mercury impurities).
You need 7–18 years of storage before it’s “banana-safe,” depending on the standard and how pure the mercury feedstock is.
Enrich the mercury and you can shorten that a lot.
5/ Recent update (Oct 2026):
They announced an experimental demo of the mercury-to-gold reaction using fusion neutrons, beating CERN’s previous record by 10×.
Still tiny quantities. Not a factory. But the nuclear reaction itself is no longer just a simulation.
6/ Now the economic reality check people miss:
If you built a fusion plant *only* to make gold (no electricity sales), the cost would be ugly.
Full capital + ops amortization on a multi-billion-dollar plant → several thousand dollars per ounce.
Well above mining costs and current spot price. Uneconomic as a pure gold factory.
7/ As a *byproduct* of a plant already selling electricity?
Incremental costs (mercury feedstock, enrichment, extraction, handling) look much lower — potentially a few hundred $/oz once the plant is running at scale.
That’s the only version that makes economic sense.
8/ So is alchemy solved?
Nuclear transmutation of mercury into stable gold: yes, the physics works.
Industrial-scale, cheap gold that floods the market: not yet, and maybe never, because of fusion plant costs, mercury supply, cooling times, and the fact that fusion itself isn’t commercial.
9/ The real prize isn’t the gold.
It’s whether co-producing high-value materials (gold, medical isotopes, etc.) can make fusion economically viable sooner.
If fusion plants can sell power *and* precious metals/isotopes, the business case gets a lot stronger.
10/ Bottom line:
- Physics: real
- Experimental demo: claimed
- Cheap gold from fusion alone: no
- Fusion plants that also make gold as a bonus: interesting, still years away
Would you rather have fusion power or fusion gold first?
(Or both?)
1/ Mercury → Gold via nuclear fusion is no longer just medieval fantasy.
A San Francisco startup just claimed they did it experimentally — at 10× CERN’s record.
Here’s the real story, the science, the catch, and why it could (or couldn’t) change both energy and gold. 🧵
2/ The idea from Marathon Fusion (2025 paper):
High-energy neutrons from a D-T fusion reactor hit mercury-198.
That knocks out a neutron → mercury-197.
Mercury-197 decays in ~64 hours into gold-197 — the only stable gold isotope.
Same gold as in your jewelry. Just made with fusion neutrons.
3/ Scale they modeled:
~2 tonnes of gold per GW_thermal per year.
That’s roughly 5,000 kg per GW of electricity.
At today’s prices, that revenue could roughly match or exceed the electricity revenue of the plant.
Double the value of a fusion power plant without cutting power output.
4/ The catch everyone skips:
Fresh product isn’t pure stable gold. Side reactions create radioactive isotopes (mainly from mercury impurities).
You need 7–18 years of storage before it’s “banana-safe,” depending on the standard and how pure the mercury feedstock is.
Enrich the mercury and you can shorten that a lot.
5/ Recent update (Oct 2026):
They announced an experimental demo of the mercury-to-gold reaction using fusion neutrons, beating CERN’s previous record by 10×.
Still tiny quantities. Not a factory. But the nuclear reaction itself is no longer just a simulation.
6/ Now the economic reality check people miss:
If you built a fusion plant *only* to make gold (no electricity sales), the cost would be ugly.
Full capital + ops amortization on a multi-billion-dollar plant → several thousand dollars per ounce.
Well above mining costs and current spot price. Uneconomic as a pure gold factory.
7/ As a *byproduct* of a plant already selling electricity?
Incremental costs (mercury feedstock, enrichment, extraction, handling) look much lower — potentially a few hundred $/oz once the plant is running at scale.
That’s the only version that makes economic sense.
8/ So is alchemy solved?
Nuclear transmutation of mercury into stable gold: yes, the physics works.
Industrial-scale, cheap gold that floods the market: not yet, and maybe never, because of fusion plant costs, mercury supply, cooling times, and the fact that fusion itself isn’t commercial.
9/ The real prize isn’t the gold.
It’s whether co-producing high-value materials (gold, medical isotopes, etc.) can make fusion economically viable sooner.
If fusion plants can sell power *and* precious metals/isotopes, the business case gets a lot stronger.
10/ Bottom line:
- Physics: real
- Experimental demo: claimed
- Cheap gold from fusion alone: no
- Fusion plants that also make gold as a bonus: interesting, still years away
Would you rather have fusion power or fusion gold first?
(Or both?)
Carlos E. Perez retweeted
Seems like they are getting ready to officially say that Sapiens, Neanderthals and Denisovans are all the same species...
A short film about Recursive-Self-Improving AI with Flint by Recursive. @RichardSocher @jeffclune @_rockt
Cambrian explosion! Another new kind of AI model released by the RSI firm Recursive! Generated from scratch through 100% automation. Insane validation of recursive self-improving AI!!
Introducing Flint, @Recursive_SI’s first model: a fast local coding model built with our automated research system, the Eureka Machine.
• Best-in-class fast local coding
• Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark
• Built from scratch in under 4 months
Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
Too wild too soon! xitter.cf/IntuitMachine/status/2…
This recursive self-improvement development is patently completely insane. Recursive built an LLM completely from scratch (reinventing a lot of stuff), and now it is at the Pareto frontier. Recursive invented the machine that invented the LLM in just a few months! The company was founded just in February this year!!
Introducing Flint, @Recursive_SI’s first model: a fast local coding model built with our automated research system, the Eureka Machine.
• Best-in-class fast local coding
• Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark
• Built from scratch in under 4 months
Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
Yes, this is insane:
xitter.cf/IntuitMachine/status/2…
BREAKING HACK! Samsung TVs got hacked! Advertising partners exposed!!
Today. What about tomorrow?!
So basically, today PHP got two critical bugs that let anyone run code on your server without even logging in, which is bad, and then the details leaked before the patch was even out, which is worse, and it works on WordPress and MediaWiki and Magento and Joomla and Laravel, and Censys says like 1.5 million servers are running a version with no fix, so the NSA was like "take your system offline," and the FBI was like "take your system offline," and CISA and the UK and CERT-EU were all like "take your system offline," and then the Prime Minister of Japan, the actual Prime Minister, posted at 5:55 in the morning telling 48.8 million people to take their system offline, so everyone took their system offline, like the Dutch cybersecurity agency took its own website offline, and the Dutch parliament went offline, and the Port of Rotterdam went offline, and Finland and France and Denmark started pulling government sites, and Wikipedia went down, and Archive.org went down, and Asana and GOG and Something Awful went down, and the University of Vienna's webmail went down for some reason, and that's just PHP. Because GitLab also dropped a CVSS 10.0, which is the highest score they give out, for a bug that's been there since 2014, so that's every self-hosted GitLab for twelve years, and then LiteLLM 1.107.0 got hijacked and shipped a credential stealer and a remote access trojan in every single wheel and the Docker images, including latest, and you didn't even have to import it, just installing it was enough, and it's the second time this year, and then Railway paused every deployment on the entire platform because someone got into the environment variables, so now everyone has to rotate every secret they've ever stored there, and TiDB Cloud said someone was walking around inside with stolen credentials for basically a month and an extortion group says they took 10.6 terabytes, and Zeabur got breached for the second time in two months and is just shutting down, like the whole company, and Node.js patched remote code execution and a TLS bypass, and CISA says Plex is being actively exploited, and someone took over 300 Tor exit relays to steal SSH passwords, and SafePay ransomware has hit over 600 critical infrastructure orgs, and India's biggest bank filed a data loss incident, and Japan has been in an official state of emergency in cyberspace since October 9, which honestly explains the 5:55 AM post. Oh, and eMudhra, a certificate authority that's issued over 60 million certificates, whose entire job is proving websites are who they say they are, was supposed to be using private keys that are random numbers over a hundred digits long, and one of them was 4. Just 4. And the others were like 66 and 237. Anyway, it's Wednesday.












