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James Rosen-Birch

@provisionalidea.bsky.social
865 followers 447 following 775 posts

founder. orgs. tech. cybernetics. ex-biotech.

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James Rosen-Birch @provisionalidea.bsky.social · 29/05/2026
so you didn’t realize @hypervisible.blacksky.app was being facetious. Got it!
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James Rosen-Birch @provisionalidea.bsky.social · 28/05/2026
sorry could you explain how this relates to the above post
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
We need to talk about the people who still think “AI will just go away”.
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
Even the pump-and-dumps never went away — they just got formalized into Gambling On Everything With Insider Trading Characteristics
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
Also, the latter assumption is often based on the fact the crypto bubble popped. But crypto’s still around and pouring billions into political lobbying. So even that assumption is based on a kind of lack of object permanence (‘if it’s not in front of me, it doesn’t exist’)
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
But this idea still kicking around that a bubble will pop and everything will just go back to the way it was? More than a little ridiculous.
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
It may just turn out long-term to be a cost centre under engineering rather than a core revenue engine, and, in the bearmost case, something only homebuild hackers, HNWs who pay corporate rates for personal access, and people in enterprise get regular access to.
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
The underlying tech is useful for a range of tasks, there are no easy substitutes for ‘context-aware natural language search’ or ‘synthetic text generation’, and they will continue to be used (like earlier gens of neural nets) for as long as the need exists and no better solutions are present.
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
And even should such a failure happen, the idea that the IP, talent, and assets *won’t* be acquired by another business with an established revenue engine who will continue R&D and commercial application (just with greater engineering and financial discipline) is downright silly.
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James Rosen-Birch @provisionalidea.bsky.social · 15/04/2026
Google, Microsoft, and Meta, like Alibaba, Tencent, Baidu, Bytedance, and High-Flyer, are still going to do LLMs even in the very unlikely event the upstart labs completely fail.
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Reposted by James Rosen-Birch
bree bird 🇨🇦 @goose.ski · 05/04/2026
we made being a charlatan a viable career path — TV talking heads, opinion columnists; even journalism proper has become little more or less than industrialized charlatanism
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James Rosen-Birch @provisionalidea.bsky.social · 05/04/2026
So the FT has this in-house data guy who makes a lot of shit up and vibe-stats his way to justifying his weird ideological whims most recently he wrote a piece on how AI would make everyone centrist I wrote about it, and for you methods nerds, you will never believe it unherd.com/newsroom/the...
unherd.com
The FT’s AI optimism rests on shaky science
Last weekend, the Financial Times published an article about the broader social impacts of AI. Studying, managing, and mitigating the negative impacts of the technological transition is supremely impo...
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James Rosen-Birch @provisionalidea.bsky.social · 25/01/2026
Great piece in FT on the crisis of humanitarianism. archive.is/OBSGt
archive.is
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
re: polls, this the most recent data from this summer
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
things have changed a lot recently, kevin. these were in our elite paper in the past couple days.
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
more importantly, there’s a deep conceit to dismissing an entire country’s growing concerns about threats to their sovereignty from an increasingly aggressive neighbour
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
like under what threat model is it not possible, DoD has been writing plans for decades on how they’d take every country on the planet
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
I think you have your head in the sand, assume there’s even remotely force parity, and assume the risk of a handful of Americans being captured in Canada is equivalent to senior Canadian staff being taken in the US. also, the moment troops start moving around it is way too late to do anything.
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
I also think where you see 4D chess and deliberate distraction, we see an extended effort to shift the overton window, normalize the possibility of seizing new territory, and warm the population to the prospect over time
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
I don’t think you grasp the seriousness here, or how little telegraphing matters, or how joint command makes Canadian officers easy to seize and capture
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
for us it was never about the imminence of an invasion so much as it was about the need to respond to a very significant change in US posture and global security architecture that could easily escalate to acting on stated claims, for which we need to massively alter our economy and society
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
I don’t think any targeted military action would involve conscripting academics, no
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
I am sure as an American it is very nice to be able to just say “nah he doesn’t mean it” but that’s just not a stance you can reasonably take when you’re on the receiving side
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
by the time there aren’t it will be too late to prepare, which is what we’re doing
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James Rosen-Birch @provisionalidea.bsky.social · 07/01/2026
we have substantive reason to be concerned up here, kevin
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James Rosen-Birch @provisionalidea.bsky.social · 17/12/2025
truly we have an object permanence problem
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James Rosen-Birch @provisionalidea.bsky.social · 17/12/2025
the crypto bubble taught a bunch of people that if they just plug their ears and yell ‘fake’ for long enough, things they don’t like will just go away (even if those things are still very much still around and the people behind it are funding a superpac of unprecedented size)
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Reposted by James Rosen-Birch
Carl T. Bergstrom @carlbergstrom.com · 15/12/2025
Nature would do well to publish more content like this thoughtful piece from @kevinbaker.bsky.social and fewer Buzzfeed listicles gussied up as career advice "Five productivity hacks for using AI in your scientific workflow"
artificialbureaucracy.substack.com
Context Widows
or, of GPUs, LPUs, and Goal Displacement
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James Rosen-Birch @provisionalidea.bsky.social · 15/12/2025
It is an amazing piece!
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James Rosen-Birch @provisionalidea.bsky.social · 30/10/2025
the most striking part is America is pursuing something whole-hog it hasn’t even clearly defined
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James Rosen-Birch @provisionalidea.bsky.social · 30/10/2025
at least Star Wars was deliberate in the 80s, but now? oof.
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James Rosen-Birch @provisionalidea.bsky.social · 30/10/2025
the fact China seems to have a much clearer idea of the state of AI and where present tech is on the innovation curve than their American counterparts (who are still wholly consumed by the hype machine) is profoundly concerning, even in the event they *are* a little behind
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James Rosen-Birch @provisionalidea.bsky.social · 30/10/2025
the cuts to basic research — including in science and engineering — in favour of going all-in on commercial R&D, will prove catastrophic once the limits of existing techniques make themselves clear, and no new foundational work is ready to bump up and take its place
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James Rosen-Birch @provisionalidea.bsky.social · 30/10/2025
Just heard that the main differentiator between the US and Chinese gov’t’s approaches to AI is that the US (and US defence establishment) want AGI and China wants AI 100% integrated across their economy by 2035. big AI’s marketing fantasy will have huge natsec implications
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James Rosen-Birch @provisionalidea.bsky.social · 21/08/2025
this then feeds back and further reduces the availability of capital needed to further drive advancement of the tech risking a winter
There is a gap between a current technology and its (presumed) potential

Economic contractions cause capital to evaporate

Capital is needed for R&D to close the gap

Speculative bubble begins

Investors have less capital to invest

Investors put in money on the basis of the new (increased) expectations

Hype is created around the technology to spur investment

Gap between expectations and reality becomes clear

Investors become more risk averse and demanding of near-term ROI

The gap between the technology's current performance and its (assumed) potential increases

Hype increases expectations around the technology

Innovators are forced to commercialize prematurely in exchange for capital

Innovation Hype Loop (3)
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James Rosen-Birch @provisionalidea.bsky.social · 21/08/2025
this has forced premature commercialization and therefore a direct market confrontation with the gap between the promise of the technology and its current capabilities and implementations causing the hype cycle to start to collapse
Economic contractions cause capital to evaporate

Speculative bubble begins to deflate
Investors have less capital to invest
Gap between expectations and reality becomes clear

Investors become more risk averse and demanding of near-term ROI

Innovators are forced to commercialize prematurely in exchange for capital

Innovation Hype Loop (2)
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James Rosen-Birch @provisionalidea.bsky.social · 21/08/2025
unfortunately, capital did not stay cheap tariffs, inflation, and broader uncertainty caused billions of dollars to evaporate overnight, and collapsed the risk appetite of investors in short, the bar needs to pay its rent, the tab is closing, and the bill is coming due
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James Rosen-Birch @provisionalidea.bsky.social · 21/08/2025
this created a gradual increase in innovation debt, but was tolerable as long as capital was cheap enough that companies could keep throwing engineers and resources at the problem and (hopefully) reach a breakthrough that would allow the gap to start closing
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James Rosen-Birch @provisionalidea.bsky.social · 21/08/2025
re: AI we are in a feedback loop where hype is used to attract capital (which is needed to further develop the tech), but each increase in hype raises expectations, growing the delta between current performance and market expectations
There is a gap between a current technology and its (presumed)
potential

Capital is needed for R&D to close the gap
Investors put in money on the basis of the new (increased) expectations

Hype is created around the technology to spur investment

The gap between the technology's current performance and its (assumed) potential increases

Hype increases expectations around the technology

Innovation Hype Loop (1)
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James Rosen-Birch @provisionalidea.bsky.social · 25/07/2025
L’esprit de l’escalier if small
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
someone who self-presents as the national scion of the progressive movement and expressly has ambitions for the presidency has, completely by their own choice, expanded the scope of their image, mandate, and constituency beyond their district borders. that’s why you see this response.
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
I’m not the one freaking out at a politician being criticized, dude
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
cults of personality are wild
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
the purpose of politicians in a representative democracy is to listen to constituents, aggregate their demands, and convert them into policy. unfortunately, we’re instead besieged by narcissists who believe the job is to echo lobbyists and condescend to constituents about how good they have it.
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
It’s profoundly disingenuous to say she’s the only target.
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
at least when she voted “present” on Iron Dome funding in 2021, she apologized to her angry constituents and committed to growth (crocodile tears notwithstanding). now it’s just belligerence.
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James Rosen-Birch @provisionalidea.bsky.social · 22/07/2025
the issue here is that AOC’s record on Palestine *does* speak for itself, and it doesn’t say what she wants it to.
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James Rosen-Birch @provisionalidea.bsky.social · 11/07/2025
In just a few short years, we went from “Facebook for dogs” to “ethnic cleansing on the blockchain”.
The final slide deck, titled "The Great Trust: From a Demolished Iranian Proxy to a Prosperous Abrahamic Ally" has been shared with members of the current and former US administrations, according to people familiar with the project, along with other governments and stakeholders in the Middle East. "Great" is short for Gaza Reconstitution, Economic Acceleration and Transformation.
It envisaged all Gaza's public land being put into a trust for development, whose assets could be sold to investors via digital tokens traded on a blockchain. Gazans would be offered the chance to contribute their privately owned land to the trust in return for a token that gave them the right to a permanent housing unit.
Advanced Manufacturing
Example: EV Industrial Zone
American electric vehicle companios build factories ant facilities for employees in northern Gaza and
Southern Israol
Minerais and Matorials shipped from KSA and UAE
Assembled into batteries and cars by skilled (low-cost) personnel in factories powered by Gas from
Gaza- Marine and PV energy
Cars delivered in Europe with low shipping costs via El-Arish Port and 0% tax (free trade zone) - competing with Chinese EVs
EV Companies gain profits - while giving a better future for Palestinians and Israelis
One of the slides from the Great Trust deck showing an idea for postwar Gaza's industrial sector
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James Rosen-Birch @provisionalidea.bsky.social · 26/06/2025
new york times is gonna new york times
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James Rosen-Birch @provisionalidea.bsky.social · 14/06/2025
but did you see the systems diagrams on the screens behind them
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