人工智能成本激增，促使公司重新考虑部署策略

报道来源 [39]

1. SCMP — Tech TIER_1 English(EN) · Agence France-Presse · 2026-05-31 03:11

   Firms spent heavily on AI. Now rising costs are outpacing its value

   AI is getting expensive – and companies are starting to rethink their embrace of the disruptive technology. Playing by a well-worn Silicon Valley playbook, artificial intelligence companies charged rock-bottom prices to hook customers after ChatGPT burst onto the scene. Kevin Sim…

2. Hacker News — AI stories ≥50 points TIER_1 English(EN) · voxadam · 2026-05-29 00:49

   Microsoft data suggests using AI is more expensive than hiring people

3. Fortune TIER_1 English(EN) · Nick Lichtenberg, Rakesh Kumar · 2026-05-30 11:15

   The AI economy could crash on mounting chip costs — and those token costs won’t help

   Soaring GPU prices, debt-funded chip deals and an agentic token explosion — the cost of the hardware and compute powering AI could be what breaks it.

4. Tom's Hardware TIER_1 English(EN) · Jon Martindale · 2026-05-27 20:52

   AI costs begin to bite as agents may increase token demand by 24 times, says Goldman Sachs report — Uber and Microsoft among companies feeling the bite of tokenized billing

   Major tech companies are considering refining their approaches to AI, as rising token costs and increased token demand from AI agents make the costs harder to justify, with limited return on the investment.

5. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] · 2026-05-30 08:27

   As AI replaces more knowledge jobs, we face a massive employment shift. To counter this, shouldn't we introduce a "Token Tax" on AI-generated value? It would be

   As AI replaces more knowledge jobs, we face a massive employment shift. To counter this, shouldn't we introduce a "Token Tax" on AI-generated value? It would be simple to append income tax and social security contributions (healthcare, pensions) directly to AI service invoices. T…

6. Medium — Claude tag TIER_1 English(EN) · Sarfaraz Akhtar · 2026-05-27 19:53

   Big Tech Says AI Got Too Expensive. I Think They Just Don’t Know How to Use It.

   <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@sarfaraza123/big-tech-says-ai-got-too-expensive-i-think-they-just-dont-know-how-to-use-it-2f896c3331ab?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1081/1*4gKizFkK7X…

7. Medium — Claude tag TIER_1 English(EN) · Arvind Kumar · 2026-05-26 19:20

   Microsoft vs Claude Isn’t the Story. Enterprise AI Costs Are.

   <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://codefarm0.medium.com/microsoft-vs-claude-isnt-the-story-enterprise-ai-costs-are-1a26df5dd7d4?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1886/1*3dSND-vkiYn3zqPik69QFg.png" widt…

8. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-29 16:49

   I heard a rumor that companies are now upset that their # token costs exceed the cost of the workers they fired and replaced with # AI . We really speed ran thi

   I heard a rumor that companies are now upset that their # token costs exceed the cost of the workers they fired and replaced with # AI . We really speed ran this one, huh?

9. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-29 13:01

   🤖 companies are cutting junior roles over AI while admitting they cant prove AI ROI yet. anyone else notice this tension? uber blew through its entire 2026 AI b

   🤖 companies are cutting junior roles over AI while admitting they cant prove AI ROI yet. anyone else notice this tension? uber blew through its entire 2026 AI budget by april, 4 months in. 95% of their engineers use AI, 70% of commits are AI driven, and their COO still said he ca…

10. Mastodon — fosstodon.org TIER_1 한국어(KO) · [email protected] · 2026-05-29 11:50

    Bindu Reddy (@bindureddy) claims that companies are spending $100 million per month on expensive AI models, and the cost for the same tasks has increased by 45% in the last three months. She specifically points out that the latest Opus series models consume a very large number of tokens, highlighting the need for inference cost management and model

    Bindu Reddy (@bindureddy) 기업들이 고가의 AI 모델 사용으로 월 1억 달러 수준의 비용을 지출하고 있으며, 동일 작업 비용이 최근 3개월간 45% 상승했다고 주장한다. 특히 최신 Opus 계열 모델이 토큰 소모가 매우 크다는 점을 지적하며, 추론 비용 관리와 모델 선택이 실무에서 점점 더 중요해지고 있음을 시사한다. https:// x.com/bindureddy/status/206030 3068453798037 # llm # inference # cost # tokens # …

11. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-29 10:52

    Rising costs are forcing companies to confront a simple reality: deploying AI at scale is not just a technical challenge, but an economic one. https://www. comp

    Rising costs are forcing companies to confront a simple reality: deploying AI at scale is not just a technical challenge, but an economic one. https://www. computing.co.uk/news/2026/ai/r ising-costs-are-limiting-ai-use?utm_source=mastodon_org&utm_medium=post&utm_campaign=May_AICo…

    链接 computing.co.uk/…/rising-costs-are-limiti…
12. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-29 04:01

    🤖 最近的反AI浪潮是否对大公司有利？无论公众怎么想，大公司都会使用AI。他们拥有

    🤖 Was some of the recent anti-AI push beneficial to big corporations? Large corporations are going to use AI regardless of what the public thinks. They have the money, lawyers, infrastructure, and data to do it. AI isn’t going away for them. But who gets hurt most wh... 📰 Source:…

13. Mastodon — fosstodon.org TIER_1 한국어(KO) · [email protected] · 2026-05-29 03:51

    Pothu (@pothuLabs) 指出，开发者和企业客户为 AI 付费并非因为其新颖性，而是因为其实际性能和生产力价值。该观点认为，如果收入曲线得以维持，AI 泡沫理论的说服力将减弱。https://x.com/pothuLabs/status/20601920

    Pothu (@pothuLabs) 개발자와 기업 고객이 AI를 ‘새로움’이 아니라 실제 성능과 생산성 가치에 돈을 내고 있다는 점을 지적합니다. 매출 곡선이 유지되면 AI 버블론은 설득력이 약해진다는 관점입니다. https:// x.com/pothuLabs/status/2060192 072557289611 # ai # revenue # enterprise # developers

14. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-29 00:52

    🤖 微软数据显示，使用AI比雇佣人类更昂贵 来源：人工智能（AI）

    🤖 Microsoft data suggests using AI is more expensive than hiring people submitted by /u/Hot-Upstairs9603 [link] [comments] 📰 Source: Artificial Intelligence (AI) 🔗 Link: https://www.reddit.com/r/artificial/comments/1tqm10c/microsoft_data_suggests_using_ai_is_more/ # DataScience #…

15. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-28 08:19

    AI costs begin to bite as agents may increase token demand by 24 times, says Goldman Sachs report — Uber and Microsoft … Major tech companies are considering re

    AI costs begin to bite as agents may increase token demand by 24 times, says Goldman Sachs report — Uber and Microsoft … Major tech companies are considering refining their approaches to AI, as rising token costs and increased token demand from AI agents make the costs harder to …

    链接 tomshardware.com/…/ai-costs-begin-to-bite… tomshardware.com/tech-industry
16. Mastodon — fosstodon.org TIER_1 Deutsch(DE) · [email protected] · 2026-05-28 08:05

    🤡 Bwahaha: Uber and Microsoft »react to rising costs in the use of artificial intelligence. At Uber, the intensive use of AI-gest

    🤡 Bwahaha: Uber und Microsoft »reagieren auf steigende Ausgaben bei der Nutzung von künstlicher Intelligenz. Bei Uber hat die intensive Verwendung von KI-gestützten Programmierwerkzeugen zu finanziellen Engpässen geführt. Praveen Neppalli Naga, CTO for Mobility & Delivery bei Ube…

    链接 golem.de/…/auswahl.html golem.de/…/auswahl.html
17. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-27 12:00

    Current AI, regardless it's capabilities, is simply to expensive and companies are noticing it... https://www. businessinsider.com/uber-coo-a ndrew-macdonald-ai

    Current AI, regardless it's capabilities, is simply to expensive and companies are noticing it... https://www. businessinsider.com/uber-coo-a ndrew-macdonald-ai-token-spending-harder-justify-2026-5 # ai # costs

    链接 businessinsider.com/uber-coo-andrew-macdo…
18. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-26 10:12

    Microsoft and Uber Say AI Coding Tools Are Becoming More Expensive Than Human Workers https:// firethering.com/microsoft-uber -ai-coding-tools-more-expensive-th

    Microsoft and Uber Say AI Coding Tools Are Becoming More Expensive Than Human Workers https:// firethering.com/microsoft-uber -ai-coding-tools-more-expensive-than-human-workers/ # microsoft # uber # ai # technews # tech # trending # genai # claudecode

19. Mastodon — fosstodon.org TIER_1 Français(FR) · [email protected] · 2026-05-25 20:45

    按代币计算，AI 的最终成本高于人类 https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents 公司今天正在推动

    Utilisée au token finalement l' # IA coûte plus cher qu'un humain https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents Firms today are pushing employees to use as much # AI as possible to squeeze out the technology’s productivity gains. But that pressure is le…

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
20. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-24 18:20

    Microsoft reports expose AI's cost problem: The tech is more expensive than paying human employees Firms today are pushing employees to use as much AI as possib

    Microsoft reports expose AI's cost problem: The tech is more expensive than paying human employees Firms today are pushing employees to use as much AI as possible to squeeze out the technology’s productivity gains. But that pressure is leading to cracks, and those cracks may be i…

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
21. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-23 17:03

    Hear it from # BigTech itself: Using # AI is more expensive than paying human employees. https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agent

    Hear it from # BigTech itself: Using # AI is more expensive than paying human employees. https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
22. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-23 10:36

    Microsoft reports are exposing AI’s real cost problem: Using the tech is more expensive than paying human employees https:// fortune.com/2026/05/22/microso ft-a

    Microsoft reports are exposing AI’s real cost problem: Using the tech is more expensive than paying human employees https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ > Firms today are pushing employees to use as much AI as possible to squeeze out the techn…

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
23. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-23 07:50

    Microslop reports are exposing AI’s real cost problem: Using the tech is more expensive than paying human employees https:// fortune.com/2026/05/22/microso ft-a

    Microslop reports are exposing AI’s real cost problem: Using the tech is more expensive than paying human employees https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ # Microsoft # Microslop # AI # technology # layoffs

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
24. Mastodon — fosstodon.org TIER_1 Español(ES) · [email protected] · 2026-05-23 06:54

    From the Wolf's own mouth. # AI is more expensive than paying employees for their # work. https://mstdn.social/@hkrn/116621842811157795 [email protected] - #

    De la propia boca del Lobo. La # IA sale más cara que pagar a empleados por su # trabajo . https:// mstdn.social/@hkrn/11662184281 1157795 [email protected] - # Microsoft reports # AI is more # expensive than paying # human employees L: https:// fortune.com/2026/05/22/microso ft-…

    链接 mstdn.social/…/116621842811157795 fortune.com/…/microsoft-ai-cost-problem-t…
25. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-23 06:00

    📜 Latest Top Story on # HackerNews : Microsoft reports AI is more expensive than paying human employees 🔍 Original Story: https:// fortune.com/2026/05/22/micros

    📜 Latest Top Story on # HackerNews : Microsoft reports AI is more expensive than paying human employees 🔍 Original Story: https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ 👤 Author: nreece ⭐ Score: 188 💬 Number of Comments: 22 🕒 Posted At: 2026-05-23 03:44…

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
26. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-05-23 04:11

    Microsoft reports AI is more expensive than paying human employees https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ # HackerNews # Micr

    Microsoft reports AI is more expensive than paying human employees https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ # HackerNews # Microsoft # AI # costs # Human # employees # Technology # Economics # Workforce # Innovation

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
27. Mastodon — mastodon.social TIER_1 Nederlands(NL) · [email protected] · 2026-06-01 08:30

    Open-source app lowers AI costs Aggressively deploying AI by software engineers can lead to sky-high bills. Tejas Chopra, senior engineer at

    Open-source app verlaagt AI-kosten Het agressief inzetten van AI door software-engineers kan leiden tot torenhoge rekeningen. Tejas Chopra, senior engineer bij Netflix, bedacht hier een oplossing voor. Hij ontwikkelde Project Headroom, een open-source applicatie die overtollige ‘…

    链接 cloudzeeland.nl/open-source-app-verlaagt-…
28. Mastodon — mastodon.social TIER_1 Dansk(DA) · [email protected] · 2026-05-30 15:38

    Use of artificial intelligence in large companies is exploding - and rising costs are causing some to slow down - in a way that could complicate AI's triumph

    Brug af kunstig intelligens i store virksomheder eksploderer - og de stigende omkostninger får nogle til at bremse - på en måde, der kan komplicere AI's triumferende march over hele økonomien Ledere på tværs af brancher har opfordret medarbejderne til at integrere # AI -værktøjer…

29. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-30 13:38

    Rising # AIcosts are forcing Fortune 500 companies to choose between investing in # AI and hiring new # employees . The cost of AI has increased with each new m

    Rising # AIcosts are forcing Fortune 500 companies to choose between investing in # AI and hiring new # employees . The cost of AI has increased with each new model release, making it as expensive as human labour. This has led companies to reassess their AI spending, opting for c…

    链接 cnbc.com/…/-tokens-or-humans-the-new-corp…
30. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-30 12:51

    Corporate America is waking up to the eye-watering cost of AI after companies burned hundreds of millions in token spend with little to show for it. One client

    Corporate America is waking up to the eye-watering cost of AI after companies burned hundreds of millions in token spend with little to show for it. One client reportedly spent 500M USD in a single month with no usage limits. Meta and Amazon have already scrapped internal leaderb…

    链接 gizmodo.com/companies-are-getting-burned-…
31. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-29 12:48

    Current working theory: token spend won’t burst the # AI bubble because at the core, the guys with the money are sociopaths who prefer a sycophantic chat bot to

    Current working theory: token spend won’t burst the # AI bubble because at the core, the guys with the money are sociopaths who prefer a sycophantic chat bot to actual humans despite it doing a worse job and costing more. They will happily spend billions to have their virtual gir…

32. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-29 00:49

    Microsoft data suggests using AI is more expensive than hiring people https://finance.yahoo.com/sectors/technology/articles/microsoft-data-suggests-using-ai-225

    Microsoft data suggests using AI is more expensive than hiring people https://finance.yahoo.com/sectors/technology/articles/microsoft-data-suggests-using-ai-225900743.html # HackerNews # Tech # AI

    链接 finance.yahoo.com/…/microsoft-data-sugges…
33. Mastodon — mastodon.social TIER_1 Italiano(IT) · [email protected] · 2026-05-27 08:30

    The AI race isn't free. Many companies are finding that token costs are soaring and proprietary systems are becoming increasingly expensive

    La corsa all'AI non è gratis. Molte aziende stanno scoprendo che i costi dei token lievitano velocemente e i sistemi proprietari diventano sempre più convenienti. La mossa intelligente? Smettere di inseguire le mode e investire su quello che funziona davvero. # AI # CostiDelleSta…

34. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-25 07:00

    https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ >replace humans with AI >AI costs more than the meatbags But… the narrative… # ai

    https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ >replace humans with AI >AI costs more than the meatbags But… the narrative… # ai

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
35. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-24 01:00

    MS reports are exposing AI's real cost problem: Using the tech is more expensive than paying human employees ｢ Gartner predicted that cheaper tokens won’t trans

    MS reports are exposing AI's real cost problem: Using the tech is more expensive than paying human employees ｢ Gartner predicted that cheaper tokens won’t translate to cheaper enterprise AI because agentic models require far more tokens per task than standard models, increased co…

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
36. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-23 21:42

    Microsoft reports expose AI's cost problem: The tech is more expensive than paying human employees | Fortune https:// fortune.com/2026/05/22/microso ft-ai-cost-

    Microsoft reports expose AI's cost problem: The tech is more expensive than paying human employees | Fortune https:// fortune.com/2026/05/22/microso ft-ai-cost-problem-tokens-agents/ “For my team, the cost of compute is far beyond the costs of the employees,” he said. Unexpected.…

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
37. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-05-23 03:44

    Microsoft reports AI is more expensive than paying human employees https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents/ # HackerNews # Tech #

    Microsoft reports AI is more expensive than paying human employees https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents/ # HackerNews # Tech # AI

    链接 fortune.com/…/microsoft-ai-cost-problem-t…
38. r/ClaudeAI TIER_2 English(EN) · /u/insanespiral · 2026-06-01 11:42

    AI Companies Don't Want Us to Be Token Efficient

    <!-- SC_OFF --><div class="md"><p>Right now we are all having a great time trying out these LLMs. We’re discovering what they can do and their limitations. We are in the honeymoon phase of exploration.</p> <p>Next, we get efficient.</p> <p>Companies like Anthropic and OpenAI have…

39. r/singularity TIER_2 English(EN) · /u/ocean_protocol · 2026-06-01 16:20

    Microsoft found out that AI tokens costs more then humans

    <table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1ttx9p8/microsoft_found_out_that_ai_tokens_costs_more/"> <img alt="Microsoft found out that AI tokens costs more then humans" src="https://preview.redd.it/zqdbg0ho5p4h1.jpeg?width=640&amp;crop=smart&amp;auto=…