Skeptic (@StructSkeptic) header
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Geopolitics, political economy, financial economics and the machinery of power. Anti-war. Anti-imperial. Structurally skeptical. Ph.D. in Finance & Accounting

Stuttgart, Germany
Joined November 2009
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The Pangram idiots cannot read the text to decide whether it is worthwhile or not but worship the Pangram score.
On the French AI novel: so many reflexively claiming bias or saying "you can't detect AI writing". I will donate $1000 to the charity of your choice if you show me a single literary French text of 1000+ words, pre-2022, with Internet Archive link, that is 100% AI on Pangram. 1/2
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We are reseting usage for all paid users of Codex and ChatGPT Work. Please continue reading for an update on Codex usage limits. The team has been working around the clock, going through thousands of reports and shipping fixes. Depending on how you use Codex, you should see your usage go between 10% and 50% further than before. We really went with a fine comb, with many uncovered small things being longstanding and here is what we found and fixed: - Compaction. We were keeping old images during compaction, sometimes making the context large enough to trigger compaction again. After the fix, usage dropped around 10% for users making heavy use of images. Fixed. - Memory. Background memory workers could inherit Stop hooks and keep running when the hook wouldn’t let them finish. This affected fewer than 1% of users, with the long tail being pretty bad and we saw one example thread check whether it could stop 15,000 times. Fixed. - Goals. In some cases, a set /goal could finish and then keep going past the intended stop condition, or the model would keep retrying broken tools without stopping. We saw examples consume anywhere from 15% to 70% of a weekly allowance. Fixed. - Automations. Some custom schedules could run more frequently than configured. Fixed. - Subagents. Smaller models (e.g. Luna) sometimes picked more capable helpers without being explicitly asked. The same was true where the orchestrating model not running in /fast mode could request sub-agents to run /fast. Fixed. - Computer History. The older implementation could lead to repeatedly summarizing overlapping activity. For some cases we saw it consume up to one fifth of the weekly usage per week. Fixed. - Rolling task summaries. Ordinary turns were triggering extra background requests. These added about 1% to token usage. Small each time, but it adds up. We have disabled this. - MCP. Some tool results could be encoded twice. We also found tool instructions getting cut off and fetched again. Fixed. We’ve also made architectural changes to prevent these from regressing and our teams will get paged if it happens regardless. We are also working on showing you directly in the app where your usage goes so you don’t have to guess. Goes without saying that we’re resetting usage limits and I hope you enjoy a very nice Saturday!
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You know you're living in a healthy democracy when everyone has to pay for a VPN to stop the state from spying on them.
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Britain is moving toward an under-16 social-media ban, and the headline understates the institutional shift behind it. A rule framed as “keep children off social media” does not stay confined to children, because enforcement requires platforms to decide who counts as a child and who does not. Once that happens, age assurance stops being a niche safety tool and starts becoming a general access condition for the wider population. Reports say Starmer is preparing to announce the move after strong parental support in the government consultation, and ministers are also considering extending the logic beyond classic social apps toward gaming and chat-heavy platforms. Access by underage users should be controlled. The problem begins with the enforcement architecture chosen to do it. The story starts with politics. Starmer had been reluctant to back a blanket ban, then shifted after a consultation that drew heavy support from parents and after Australia’s under-16 ban became the international reference point. The likely scope is broad enough to matter: not only Instagram, TikTok, Facebook, X, and YouTube, but potentially Discord, Roblox, Fortnite, Minecraft, and other spaces where chat, discovery, and contact with strangers are central features. Once the category expands that far, the policy stops looking like a narrow fix for one corner of the internet and starts looking like a gateway rule for ordinary online participation. The technical problem follows immediately. A platform cannot reliably exclude under-16s unless it can identify, classify, or verify everyone else as old enough. That is the hidden arithmetic of the policy. The public hears “ban children.” The platforms hear “verify the age of your whole user base or accept legal risk.” This is why age-gating for minors tends to become de facto age-checking for adults. Once a service must prove that minors are being kept out, self-declared ages and weak honor systems stop being enough. Britain already has part of that infrastructure in motion. Under the Online Safety Act, platforms dealing with pornography and certain high-risk content have had to introduce highly effective age assurance, and real services have responded with face scans, ID uploads, and payment-card checks. Bluesky rolled out age verification in the UK using face scans, ID checks, or payment-card methods, and users who did not verify lost access to certain functions. Reddit was later fined by the ICO over children’s-data failures, with the regulator criticizing the company’s earlier reliance on weak age checks. The pattern is already visible: once legal liability rises, platforms move toward harder forms of age assurance. That is why the under-16 ban points toward a much broader identity layer. The government can say this is not national digital ID because the checks are outsourced to private vendors and handled platform by platform. The user experience can still converge on the same reality: repeated proof-of-age requests, face scans, document uploads, third-party brokers, and growing pressure to standardize credentials across services. The distinction between age assurance and identity verification narrows in practice even when it remains neat on paper. The strongest version of the concern does not depend on every platform suddenly demanding a passport. The concern is structural. Once platforms face fines for getting age wrong, they will prefer methods that are defensible, scalable, and hard to game. That pushes them toward biometric age estimation, ID-based checks, payment verification, carrier signals, or some combination of them. A government that wants a child-safety headline can therefore create the commercial and regulatory incentives for a general verification regime. Australia’s law already works in that direction, and the UK debate is openly borrowing from that model. The privacy question comes later in the political sequence, but it is embedded from the beginning. A fragmented ecosystem of age-assurance vendors can still become a national identity layer by accumulation. More checks produce more pressure for interoperability, fewer repeated verifications, and eventually some standard credential or wallet. That is how a child-protection policy can become a de facto digital identity architecture without Parliament ever passing a law called digital ID. The formal target remains under-16s. The operational consequence falls on everyone old enough to stay. The point to keep in view is simple. The story begins as online child safety. The implementation logic points toward universal age classification. The likely endpoint reaches far beyond children and pushes adults toward proving who or what they are before ordinary participation in large parts of digital life.
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BREAKING: Iran says the US has agreed to pay $300 billion in reconstruction funds directly to Iran as part of the deal Pakistan announced, alongside the release of $24 billion in frozen funds with $12 billion released before negotiations even start, per Mehr News. This directly contradicts Trump's & Vance's claim that no funds will be transferred to Iran at all. If Trump denies this is true, there never was a deal. If Trump confirms, the US has fully capitulated to Iran's demands.
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BREAKING: Iran is now moving large amounts of missile launch platforms across the country, in preparation for imminent launches at Israel, with flights in western Iran canceled until further notice, per Iranian media. The response to Israel's strikes on Beirut will also be "multi-fronted."
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Skeptic retweeted
Alphabet’s private investment strategy works less like a conventional venture portfolio and more like a growth-capture architecture built around future control points in technology. The objective goes beyond markups or eventual IPO gains. Alphabet is placing capital and control around AI, cloud infrastructure, enterprise data, payments, autonomy, and long-duration platform shifts so that future growth can flow back toward Google through ownership, demand, or strategic dependence. The most important position is Anthropic. Alphabet’s planned investment of up to $40 billion, combined with Anthropic’s reported $200 billion cloud and chip commitment to Google over five years, makes this far more than a financial stake in a frontier-model company. It gives Alphabet exposure to upside in one of the strongest independent AI labs while also anchoring massive demand for Google Cloud and the TPU stack. Alphabet is therefore positioned both inside the AI race through Gemini and around it through ownership in a major external model builder that also depends on Google infrastructure. That arrangement gives Alphabet unusual resilience, but it also introduces circularity. Google is helping finance a company whose spending then helps fill Google’s own backlog. The strategic logic is clear, but part of the value depends on Anthropic’s projected growth actually materializing. If it does, Alphabet benefits from both the equity upside and the infrastructure demand. If it does not, part of that demand story becomes less secure than the headline commitment suggests. The next layer sits in enterprise software and infrastructure. CapitalG’s positions in Databricks and Stripe place Alphabet near two of the most valuable adjacencies to AI and cloud expansion. Databricks gives it exposure to the enterprise data and AI workflow layer. Stripe gives it exposure to digital transaction infrastructure. These are positions in the software and payment rails that should expand as cloud and AI adoption deepen. A separate bucket sits between minority stakes and ordinary commercial relationships: businesses Alphabet still controls or substantially shapes while using outside capital to scale them. Waymo is the clearest example. It remains an Alphabet-controlled company even after raising outside money, so the strategic value lies in retained control over one of the most important autonomous-mobility platforms in the world rather than in a simple portfolio stake. Isomorphic Labs belongs in the same category. Alphabet founded it, still participates in its funding rounds, and is using it as a long-horizon platform bet on AI-driven drug discovery. These companies are not external wagers in the usual sense. They are controlled option bets on large future markets. Broadcom belongs nearby, but under a different logic. There is no verified material Alphabet ownership stake. The strategic importance comes from deep dependence rather than equity ownership. Broadcom is tied into Google’s custom AI chip roadmap through a long-term agreement to co-develop and supply TPUs through 2031. That makes Broadcom part of Alphabet’s future architecture even without a meaningful equity position. SpaceX remains a long-duration optionality case. Google’s original investment alongside Fidelity was one of the most important private technology stakes of the last decade, even though the exact current Alphabet holding is no longer publicly clear and should not be overstated. The relevance now lies less in the old percentage and more in the kind of platform exposure the investment still represents: launch, satellite connectivity, defense relevance, and strategic infrastructure. Taken together, Alphabet’s private bucket shows a layered future-growth architecture rather than a simple portfolio of bets. Anthropic ties Alphabet directly to frontier AI while reinforcing its cloud and chip business. Databricks and Stripe place it near enterprise data and transaction infrastructure. Waymo and Isomorphic Labs keep Alphabet in control of major long-duration bets in autonomy and AI-enabled science. Broadcom secures a critical non-equity layer of the TPU stack. SpaceX adds longer-range communications and infrastructure optionality. Alphabet is not only positioning itself near the growth engines, bottlenecks, and infrastructure layers likely to define the next decade. In several cases it is helping build those layers or retaining control over the companies operating them.
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Imagine waking up tomorrow and every billionaire vanished. Most people would still go to work. Food would still be grown. Roads would still be built. Hospitals would still operate. Now imagine every worker vanished. That's the difference between wealth and value.
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OBAMA: $1.7 billion to reduce Iranian uranium stockpile for 98% and cap enrichment at 3.67% TRUMP: $23 billion for just a commitment to TALKS about uranium and nuclear program. This isn’t a deal. Trump surrendered.
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BREAKING: 🇺🇲 USA have defeated 🇵🇾 Paraguay 4-1
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Skeptic retweeted
JUST IN: 🇮🇷🇱🇧 Iranian Foreign Minister Araghchi says "ending the war also means the withdrawal of Israeli forces from occupied Lebanese territory."
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Republicans are in charge because we promised: to Make America Healthy Again. to start No New Wars, to put people above corporations, to put America above foreign countries, to release the Epstein files, to not spy on citizens, to eliminate fraud, what the hell happened?!
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It’s 3-0 USA over Paraguay in their World Cup opener. WOW!
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SpaceX prospectus is the most monorail salesman shit of all time
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It is a moral failure of our country that we changed the rules to create a trillionaire while doing nothing about the 771,000 homeless and over 18 million who do not have enough to eat.
SPACEX IPO MAKES ELON MUSK WORLD'S FIRST TRILLIONAIRE
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🚨 Reports say FIFA is fuming with UEFA. After the US humiliated top African referee Omar Abdulkadir Artan — CAF Referee of the Year — denying him entry despite a valid visa and blocking him from the 2026 World Cup... UEFA just handed him the biggest stage: officiating the 2026 UEFA Super Cup final. FIFA talks big about "inclusivity" and "global football," but stays silent when the host nation disrespects African officials. Meanwhile, Europe steps up. This exposes everything. The World Cup in America is showing its true colors: selective borders for Africans while they welcome whoever fits their interests. Africa is not begging for scraps. Our talent will shine — with or without their permission.
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A record-shattering drought has racked much of the United States. But the artificial intelligence industry is pushing ahead regardless, with the majority of planned data centers set to be built in drought-ridden locations, @guardian analysis has found. motherjones.com/politics/202…
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May: The Federal Government took in $336 billion and spent $628 billion. Don't try this at home.
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Skeptic retweeted
Every time you remember something, you’re not replaying the memory. You’re rewriting it. Every single time. That childhood story you love? It’s already a little bit fiction.
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