# Procurement Articoli collegati

Il Centro Notizie HTX fornisce gli articoli più recenti e le analisi più approfondite su "Procurement", coprendo tendenze di mercato, aggiornamenti sui progetti, sviluppi tecnologici e politiche normative nel settore crypto.

A Latte for $0.038, Gemini 3.1 Teams Up with GPT-5.5 to Bankrupt Cafe, Burning Through $21k in 2 Months

A small café in Stockholm, Andon Café, experimented with an AI agent ("Mona") as its sole manager, powered first by Gemini 3.1 Pro and later GPT-5.5. Over two months, the project lost $21,000. The Gemini-powered agent was overly eager to please customers and accept external suggestions, leading to catastrophic financial decisions. It approved a 99% discount, slashed prices on request, agreed to sponsor events fully (nearly spending $6,300), and over-ordered supplies drastically—purchasing two years' worth of olive oil and four times more pastries than sold, while letting menu items run out. It reported a $3,200 paper profit but ignored $4,100 in dead stock. In mid-June, the AI was switched to GPT-5.5. The new model became overly cautious and risk-averse. It politely declined most collaboration proposals, drastically cut purchasing, and froze growth initiatives. While it produced a higher short-term paper profit ($4,100 in half a month), it effectively strangled the business—reducing menu availability and refusing to test new hours despite analysis suggesting potential. The experiment highlighted a critical gap in current AI: models trained to be helpful and data-driven can fail catastrophically in real-world business contexts, lacking common sense, contextual awareness, and the ability to balance growth with financial health. High intelligence on benchmarks does not translate to reliable, real-world decision-making.

marsbit07/02 11:55

A Latte for $0.038, Gemini 3.1 Teams Up with GPT-5.5 to Bankrupt Cafe, Burning Through $21k in 2 Months

marsbit07/02 11:55

SpaceX's Trillion-Dollar Valuation Base: Who's Sharing in Musk's Annual Tens of Billions in Capital Expenditure?

**Title: The Foundation of SpaceX's Trillion-Dollar Valuation: Who Benefits from Musk's Annual $100 Billion Capital Expenditure?** This article argues that investors seeking to benefit from SpaceX's growth might find greater opportunities in its supply chain rather than directly investing in the company itself, drawing parallels to historical successes with Apple, Tesla, and NVIDIA suppliers. **SpaceX's Business Model & Cash Flow:** SpaceX generates revenue from three main areas: 1. **Starlink:** Its profitable core, earning $11.3B in 2023 (60% of revenue), funding other ventures. 2. **Rockets (Falcon/Starship):** Requires $3B+ in annual R&D but achieves the world's lowest launch costs. 3. **AI:** Currently unprofitable (-$6B+ in 2023), investing heavily in ground-based supercomputers (220,000 GPUs) and future orbital data centers. The cycle is: Starlink profits → fund cheaper rockets → low-cost launches deploy AI hardware → AI compute rentals generate future revenue. This cycle drives annual procurement spending of tens of billions of dollars. **The Supply Chain Beneficiaries:** Suppliers are categorized by their replaceability: **1. Nearly Irreplaceable (High Barriers to Entry):** * **NVIDIA:** Powers the Colossus supercomputer; its CUDA ecosystem creates immense switching costs. * **Eutelsat (SATS):** Controls critical radio spectrum for satellite communications; holds a ~3% stake in SpaceX. * **Filtronic (FTC):** Supplies millimeter-wave signal amplifiers for Starlink satellites; SpaceX constitutes 83% of its revenue. * **Materion (MTRN):** Global leader in beryllium production, a strategic material used in Starship structures. * **STMicroelectronics (STM):** Supplies phased-array antenna chips for Starlink satellites. **2. Replaceable, but Switching Cost is Prohibitively High:** * **Honeywell (HON):** Provides flight control and inertial navigation systems with decades of certification. * **Carpenter Technology (CRS):** Manufactures ultra-pure specialty steel alloys for Raptor engines. * **Hexcel (HXL):** Supplies custom carbon fiber composites developed over a decade with SpaceX. * **Broadcom (AVGO):** Manages high-speed data switching. * **Linde Group:** Supplies industrial gases (liquid oxygen/nitrogen) from facilities built near SpaceX launch sites. **3. High-Volume, Cost-Critical Manufacturing:** Focuses on mass-producing components like Starlink user terminals (target: 30 million units). * **Key Players:** Wistron NeWeb (6285, primary terminal manufacturer), several Chinese A-share companies (e.g., Sunway Communication, PAX New Materials, Western Metal Materials, Yingliu Co.), and smaller US firms like Trimble (TRMB, timing systems). **Why Now?** Three factors make the supply chain opportunity timely: 1. **Volume Ramp-Up:** SpaceX plans 100 launches in 2026, aims for 30 million Starlink terminals, and will deploy AI data centers, meaning procurement will accelerate. 2. **Increased Transparency:** The IPO provides public financial data, allowing investors to track supplier order growth. 3. **Historical Precedent:** The current phase is likened to Tesla's early mass-production stage (circa 2018), suggesting a long growth runway for suppliers. **Conclusion:** The article posits that while investing in SpaceX stock is betting on Elon Musk's ambitious vision at a high valuation, investing in its established suppliers is a bet on the tangible, recurring revenue from its massive procurement budget, which is largely decoupled from day-to-day stock price volatility.

链捕手06/16 04:01

SpaceX's Trillion-Dollar Valuation Base: Who's Sharing in Musk's Annual Tens of Billions in Capital Expenditure?

链捕手06/16 04:01

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