1) Large Gemini AI uptake and revenue across business lines
2) Business 2 business tie ups and contracts
3) Quantum AI God moment.
1) Large Gemini AI uptake and revenue across business lines
2) Business 2 business tie ups and contracts
3) Quantum AI God moment.
Bill Ackman’s Pershing Square Holdings favors these top 8 stocks from its Q3 2025 13F filings, ranked by equity stake size.
Stock Tickers
• $HLT
• $CMG
• $AMZN
• $QSR
• $GOOGL
• $HHH
• $BN
• $UBER
Key Summary
Pershing Square achieved over 20% returns in 2025, beating the S&P 500 by 14%, fueled by value picks in tech giants and select others amid Fed rate cuts.
Ackman anticipates no further rate cuts in 2026, with inflation likely settling at 2.5-3%, yet views President Trump’s pro-business policies as a market tailwind.
Selections reflect strong hedge fund interest (e.g., 332 holders for $AMZN) and recent analyst upgrades, like buybacks for $HLT and AI-driven growth for $GOOGL.
Inspired by: https://engelsbergideas.com/essays/a-crash-is-coming/
A goodwill gesture of handing over the territory of Greenland, at a reasonable tag, should not hurt
All this keeping the global bohomie in mind. The least option could be a CFA - Compact of free association
The United States shoulders about two-thirds of NATO's total military spending—$967 billion out of $1.47 trillion alliance-wide in 2024—while the other 31 members combined mustered just $503 billion, less than what America spends alone. This stark dollar gap persists despite NATO's tiny common budgets of €3.5 billion yearly, where the U.S. pays only 16%, matching Germany's share.[1][2][3][4]
Even relative to GDP, America's 3.4% commitment outpaces most allies' 2% target (now met by 23 nations), but Poland's $31 billion (4.1% GDP) and the UK's $75 billion still pale beside the U.S. juggernaut that funds 68% of NATO's collective might.[5][6]Some have suggested a compromise could see Greenland forming something called a Compact of Free Association with the United States.
Professor Rothwell said a Compact of Free Association was one of a number of forms of legal and constitutional arrangements the US had with territories known as "insular areas".
"That's important because it needs to be noted that there are already existing models that could be applied under US law, of which one is the Compact of Free Association," he said.
Under Compacts of Free Association, the Federated States of Micronesia (FSM), Republic of the Marshall Islands (RMI), and Republic of Palau all have their own governments but the US has responsibility for their defence and foreign affairs.
Goldman Sachs has upgraded its price target for Microsoft stock to $655 from $630, maintaining a Buy rating ahead of the company's earnings report on January 28, 2026.
This new target implies a potential 37% upside from current prices, making it the most bullish among major analysts, surpassing Morgan Stanley's $650 target.
The optimism stems from Microsoft's long-term potential in AI, particularly through Copilot and AI agents, which are expected to drive growth in Azure and other services. However, conditions include navigating economic uncertainties and tariff impacts, with AI monetization seen as a key transformational opportunity despite short-term risks.
GPT can amplify the Dunning–Kruger effect by making both the model and its users more confident than is warranted, especially when neither truly recognizes the limits of their knowledge. The combination of fluent, confident-sounding text and users’ tendency to “offload” thinking onto AI creates a situation where people feel more expert than they actually are after using GPT.[neurosciencenews]
Large language models systematically overestimate the probability that their answers are correct, often by 20–60 percentage points across diverse questions, showing a strong overconfidence pattern analogous to Dunning–Kruger.[arxiv]
More capable models (with higher accuracy) often show an even steeper “confidence gradient”: they are extremely confident even when wrong, which resembles the effect’s core idea of miscalibrated self-assessment at the system level.[arxiv]
Experimental work with ChatGPT shows that when people solve tasks with AI help, they improve their objective performance but become much worse at judging how well they actually did, generally overestimating their performance.[aalto]
This applies across skill levels, and AI-literate users sometimes miscalibrate the most, suggesting that familiarity with GPT can breed extra confidence without a matching improvement in metacognitive accuracy.[neurosciencenews]
Users frequently ask GPT a single question per problem and accept the first answer without probing, a pattern described as cognitive offloading, where people outsource reasoning instead of critically evaluating outputs.[futurism]
Because GPT’s language is fluent and authoritative, it creates an “illusion of understanding” and “illusion of authority,” making users feel like they understand or have checked something thoroughly when they have mostly just read a plausible narrative.[pmc.ncbi.nlm.nih]
In domains like health, law, or finance, people with limited domain knowledge can rapidly produce sophisticated-sounding text with GPT, which may reinforce a belief that they understand complex topics well enough to act or advise others.[mitchthelawyer.substack]
In such settings, model hallucinations—confidently stated but false information—can be accepted as fact, especially where digital literacy is low and traditional misinformation is already common, further inflating misplaced confidence.[blog.biocomm]
Encourage users to treat GPT as a drafting and exploration tool rather than an authority: cross-check with trusted primary sources, especially for high-stakes decisions.[pmc.ncbi.nlm.nih]
Interface designs that surface uncertainty, ask users to consider alternative answers, or prompt explicit verification (e.g., “What evidence would confirm this?”) can help restore metacognition and partially counter Dunning–Kruger-like overconfidence.[aalto]