#token-demand
people are struggling to understand that "token middlemen have seen growth primarily from open weight model demand" isn't the same thing as "frontier token demand is dying"
September 21, 2026 at 11:09 AM
the myth of token subsidies is basically dead, right? open source inference providers are so cheap it proves the true cost of a token is very low, and the high cost of claude tokens imo indicates limited supply rather than propping up demand. oai is able to cut costs because they have more computers
September 26, 2026 at 7:39 AM
The irony is they are replacing all their non-union humans with agents run by a single organization that can demand changes in wages (aka token costs) overnight without bargaining.
June 11, 2026 at 3:40 PM
Prediction: there will be a token release of some Epstein material tomorrow, but nothing of consequence and the drama will continue. The Trump administration’s hope is to let the 2 to 3 week congressional vacation over the holidays take the edge off of demand.
December 19, 2025 at 3:52 AM
In order to be worthwhile for investors, AI companies need to simultaneously:
- increase demand 100,000x
- increase capacity to support that usage
- make a profit instead of a loss on each token

Which, well, lol.
You’re about to feel the AI money squeeze
The AI monetization cliff approaches.
www.theverge.com
April 23, 2026 at 2:31 PM
‘The economics of AI are dubious, to put it mildly. Losses cannot spiral upwards indefinitely. As token prices rise to cover costs, demand is likely to contract. The hyperscalers will then be forced ​to backtrack on their grandiose investment plans.’
www.reuters.com/commentary/b...
May 25, 2026 at 4:17 PM
The team behind Trump's World Liberty Financial project has proposed lifting restrictions on the WLFI "governance token" to make it tradeable. I predicted shortly after its launch that if Trump succeeded in gutting the SEC, he would do this.
July 5, 2025 at 2:42 PM
".. As token prices rise to cover costs, demand is likely to contract. The hyperscalers will then be forced ​to backtrack on their grandiose investment plans. At that point, the semiconductor bandwagon will come to a screeching halt."

@reuters.com
www.reuters.com/commentary/b...
Breakingviews - Why it’s too late to jump on the chip bandwagon
Demand for semiconductors ⁠has gone ​through the roof, ​driving up stocks of chipmakers almost 70% this ​year. Manufacturers ​like Micron and Samsung ‌are ⁠more disciplined than in previous cycles. Bu...
www.reuters.com
May 26, 2026 at 11:32 AM
AI demand is such that it no longer makes sense to subsidize token prices to spur adoption.

The end game will be product teams having a token budget along with their headcount budget which they then manage according to their needs.
'What a joke': Github Copilot's new token-based billing spurs consternation among devs | TechCrunch
The golden age of Microsoft's Github Copilot appears to be at an end.
techcrunch.com
May 31, 2026 at 3:37 PM
Hospital administrators and managers can’t buy us off with token appreciation. We demand #SafeStaffing in 2025.
December 30, 2024 at 8:44 PM
My Merfolk Token has been added thanks to popular demand! 😊

I painted this when I was an art student dreaming of being able to do what I do now for work. It's a special piece, & I'm happy to be able to include it in my first tokens collection 🖤

Token KS here: zaraalfonso.com/kickstarter
October 12, 2024 at 9:10 PM
Did he ask President Musk if it was okay to say this?
December 22, 2024 at 5:47 AM
Man look at the change in the sales pitch

openai.com/index/gpt-5-6/
GPT-5.6: Frontier intelligence that scales with your ambition
More intelligence from every token, stronger performance per dollar, and more capability on demand for your hardest work.
openai.com
July 9, 2026 at 6:05 PM
Native drag artists demand more than token support.
As mainstream drag has become sanitized for mass audiences, Native performers are holding onto their authenticity.
www.tucsonsentinel.com/arts/report/...
Native drag artists demand more than token support
Call it drag, call it cross-dressing, call it trans. No matter the term or the context it is used in, Indigenous people in this space existed in the past, they exist now, and they will continue to exi...
www.tucsonsentinel.com
October 20, 2025 at 2:46 AM
i genuinely think were are still in for at least one more phase change in the token demand *growth* rate, probably more than one
June 25, 2026 at 11:34 PM
Whoops, Khrushchev breaking with Stalinism by carefully exposing American consumer culture to the masses so they would demand more, but the system resisting the advances in planning and management that allowed it to exist beyond some token liberalization that was immediately rolled back
October 29, 2025 at 6:26 PM
Trump wants the Panama Canal back. Anyone who thought he was just joking about Canada doesn’t understand his obsession with territorial expansion.
December 21, 2024 at 11:46 PM
Fidelity’s Director of Global Macro saying that the AI trade has been “dead money” for three months, and that it’s inflationary, meaning (as I’ve discussed multiple times) that the more debt they raise the more expensive debt becomes and the more they build data centers the more expensive it gets
September 23, 2026 at 3:15 AM
Telegram’s low entry barriers drive crypto clicker app success, attracting millions! 🎮 Token values depend on users and demand. Stay informed and play wisely! #Notcoin #Crypto #Gaming #AIart
May 21, 2024 at 1:44 PM
No it doesn't, unless the uncertainty was whether they would even put up token resistance to the next demand.
July 24, 2025 at 6:53 PM
Epstein survivors aren’t buying the DOJ’s excuses. A law ordered full disclosure instead they got a token dump, massive redactions, and hundreds of thousands of files withheld.

Survivors are demanding Congress step in now.

#TransparencyNow
#USDemocracy
#Pinks

apple.news/AcwD_Y13sTXu...
Epstein survivors demand action against Trump admin after botched files release — Raw Story
More than a dozen survivors of Jeffrey Epstein are demanding immediate congressional action Monday following the Justice Department’s botched release of files on the disgraced financier — a release th...
apple.news
December 22, 2025 at 6:59 PM
My big question in markets right now is how much demand did we pull forward for AI infrastructure between OBBBA credits and VC subsidized token maxxing.
July 26, 2026 at 10:36 AM
Are we nearing a compute crunch?

In our latest Gradient Update, @luke__emberson and @Jsevillamol estimate how many tokens all the Blackwell chips on Earth could serve, and compare this to total token demand. Direct comparisons are difficult, but it appears demand is growing much faster than supply.
May 26, 2026 at 8:35 PM