Microsoft is canceling most Claude Code licenses for developers and steering staff to GitHub Copilot CLI after internal AI coding costs surged. ๐Ÿ’ธ
Uber exhausted its 2026 AI coding budget in four months as rising token use exposed compute costs that can exceed employee pay. โš™๏ธ

๐Ÿ”— https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents/

#TechNews #Microsoft #Anthropic #Claude #ClaudeCode #GitHub #GitHubCopilot #AI #ArtificialIntelligence #Copilot #LLM #Privacy #FOSS #Cloud #Developers #Automation #Compute #Enterprise #Uber

Microsoft reports are exposing AIโ€™s real cost problem: Using the tech is more expensive than paying human employees

Companies are racing to incentivize employees to use AI. But as some companies are finding, the more employees that use the technology, the heavier the bill.

Fortune

Microsoft is reportedly ending most Claude Code licenses after AI coding costs surged, shifting staff to GitHub Copilot CLI ๐Ÿ’ธ
Uber exhausted its 2026 AI coding budget in four months, showing token-heavy AI workflows can outpace labor savings and raise compute dependence ๐Ÿ”“

๐Ÿ”— https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents/

#TechNews #Microsoft #ClaudeCode #GitHubCopilot #Anthropic #AI #GenAI #LLM #OpenSource #Privacy #Cloud #Compute #Automation #Developers #BigTech #ArtificialIntelligence #Claude #GitHub #Coding #Uber

Microsoft reports are exposing AIโ€™s real cost problem: Using the tech is more expensive than paying human employees

Companies are racing to incentivize employees to use AI. But as some companies are finding, the more employees that use the technology, the heavier the bill.

Fortune
#xAI is flexing its #computeโ€ฆ while everyone scrambles to have enough to run their models, they sign deals with #Anthropic and #cursor while giving #X Premium subscribers more access via #OpenClaw and #opencodeโ€ฆ itโ€™s the under appreciated AI player. https://x.ai/news/grok-opencode
Use Grok in OpenCode

Use your SuperGrok or X Premium subscription inside OpenCode.

xAI

X Freeze (@XFreeze)

AI ์—ฐ์‚ฐ ์ˆ˜์š”๋ฅผ ํ˜„์žฌ์˜ ์ง€์ƒ ์ „๋ ฅ๋ง๋งŒ์œผ๋กœ๋Š” ๊ฐ๋‹นํ•  ์ˆ˜ ์—†์œผ๋‹ˆ, ์žฅ๊ธฐ์ ์œผ๋กœ๋Š” ์šฐ์ฃผ ๊ธฐ๋ฐ˜ AI ์ธํ”„๋ผ๊ฐ€ ์‚ฌ์‹ค์ƒ ์œ ์ผํ•œ ํ™•์žฅ ๊ฒฝ๋กœ๋ผ๋Š” ์ฃผ์žฅ์ž…๋‹ˆ๋‹ค. ํƒœ์–‘ ์—๋„ˆ์ง€๋ฅผ ๊ทนํžˆ ์ผ๋ถ€๋งŒ ํ™œ์šฉํ•ด๋„ ํ˜„์žฌ ์ธ๋ฅ˜ ์ „๋ ฅ ์‚ฌ์šฉ๋Ÿ‰์„ ํฌ๊ฒŒ ์ƒํšŒํ•  ์ˆ˜ ์žˆ๋‹ค๋Š” ์ ์„ ๋“ค์–ด, ํ–ฅํ›„ AI ์Šค์ผ€์ผ๋ง์˜ ๋ฌผ๋ฆฌ์  ํ•œ๊ณ„๋ฅผ ์ œ๊ธฐํ•ฉ๋‹ˆ๋‹ค.

https://x.com/XFreeze/status/2057545210926612651

#aiinfrastructure #energy #compute #space #scaling

X Freeze (@XFreeze) on X

โ€œIn the long term, space-based AI is obviously the only way to scale. To harness even a millionth of our Sunโ€™s energy would require over a million times more energy than our civilization currently uses Global electricity demand for AI simply cannot be met with terrestrial

X (formerly Twitter)

OpenAI (@OpenAI)

OpenAI๊ฐ€ ๊ณ ๊ฐ์˜ OpenAI ์ปดํ“จํŠธ ์ž์›์„ ์žฅ๊ธฐ์ ์œผ๋กœ ๋ณด์žฅํ•  ์ˆ˜ ์žˆ๋Š” ์ƒˆ ์ƒํ’ˆ์ธ Guaranteed Capacity๋ฅผ ์†Œ๊ฐœํ–ˆ์Šต๋‹ˆ๋‹ค. ์žฅ๊ธฐ ์ˆ˜์š”๊ฐ€ ํฐ ๊ธฐ์—… ๊ณ ๊ฐ์ด ์•ˆ์ •์ ์œผ๋กœ ์Šค์ผ€์ผ๋งํ•  ์ˆ˜ ์žˆ๋„๋ก ์ธํ”„๋ผยทํŒŒํŠธ๋„ˆ์‹ญยท์šฉ๋Ÿ‰ ๊ณ„ํš์„ ๊ธฐ๋ฐ˜์œผ๋กœ ์ œ๊ณต๋˜๋Š” ์ ์ด ํ•ต์‹ฌ์ž…๋‹ˆ๋‹ค.

https://x.com/OpenAI/status/2056823271774101907

#openai #capacity #infrastructure #compute #enterprise

OpenAI (@OpenAI) on X

Introducing OpenAI Guaranteed Capacity: a new offering that enables customers to guarantee long-term access to OpenAI compute. Weโ€™ve made long-term investments in infrastructure, partnerships, and capacity planning to help customers scale reliably. Now, Guaranteed Capacity

X (formerly Twitter)

Sam Altman (@sama)

ํ˜„์žฌ ํ• ๋‹น๋œ ์ด ํ”„๋กœ๊ทธ๋žจ ๋ฌผ๋Ÿ‰์ด ์†Œ์ง„๋˜๋ฉด ์ข…๋ฃŒ๋˜์ง€๋งŒ, ํ–ฅํ›„ ๋‹ค์‹œ ์ œ๊ณตํ•  ๊ณ„ํš์ด๋ฉฐ ChatGPT์™€ Codex ๋“ฑ ํ•ต์‹ฌ ์ œํ’ˆ ์šด์˜์— ํ•„์š”ํ•œ ์šฉ๋Ÿ‰์€ ์ถฉ๋ถ„ํžˆ ๋‚จ๊ฒจ๋‘˜ ๊ฒƒ์ด๋ผ๊ณ  ๋ฐํ˜”๋‹ค. ๋™์‹œ์— ๊ฐ€๋Šฅํ•œ ํ•œ ๋น ๋ฅด๊ฒŒ ๋” ๋งŽ์€ ์ปดํ“จํŠธ๋ฅผ ํ™•๋ณดํ•˜๋Š” ๊ฒƒ์ด ๋ชฉํ‘œ๋ผ๊ณ  ๊ฐ•์กฐํ–ˆ๋‹ค.

https://x.com/sama/status/2056834734915977382

#compute #capacity #chatgpt #codex #aiinfrastructure

Sam Altman (@sama) on X

we will offer this until we sell out of our current allocation for this program. (we will make sure to leave enough capacity for ChatGPT, Codex, etc.) we plan to offer it again in the future; our intention remains to build as much compute as fast as we can.

X (formerly Twitter)

Sam Altman (@sama)

๊ณ ๊ฐ๋“ค์ด ์šฉ๋Ÿ‰(capacity)์— ๋Œ€ํ•œ ํ™•์‹ค์„ฑ์„ ์ ์  ๋” ์š”๊ตฌํ•˜๊ณ  ์žˆ์œผ๋ฉฐ, ๋ชจ๋ธ ์„ฑ๋Šฅ์ด ํ–ฅ์ƒ๋ ์ˆ˜๋ก ๋‹น๋ถ„๊ฐ„์€ ์ „ ์„ธ๊ณ„์ ์œผ๋กœ ์ปดํ“จํŒ… ์šฉ๋Ÿ‰์ด ๋ถ€์กฑํ•ด์งˆ ๊ฒƒ์œผ๋กœ ๋ณธ๋‹ค๊ณ  ์–ธ๊ธ‰ํ–ˆ๋‹ค. ์ด์— ๋”ฐ๋ผ 1~3๋…„ ์žฅ๊ธฐ ์•ฝ์ • ๊ณ ๊ฐ์—๊ฒŒ ํ• ์ธ ํ† ํฐ์„ ์ œ๊ณตํ•ด ์ˆ˜์š” ์˜ˆ์ธก๊ณผ ๊ณต๊ธ‰ ๊ณ„ํš์„ ๋™์‹œ์— ๊ฐœ์„ ํ•˜๋ ค๋Š” ์ „๋žต์„ ๋‚ด๋†จ๋‹ค.

https://x.com/sama/status/2056827105401614656

#capacity #compute #tokens #inference #aiinfrastructure

Sam Altman (@sama) on X

customers are increasingly asking us for certainty on capacity. as models get better, we expect that the world will be capacity-constrained for some time. we are offering discounted tokens for 1-3 year commits. (it also helps us plan, so hopefully a big win-win.)

X (formerly Twitter)

Show HN: Gpubook โ€“ An order book for GPU compute

Gpubook์€ GPU ์ปดํ“จํŒ… ์ž์›์„ ๊ฑฐ๋ž˜ํ•˜๋Š” ์ตœ์ดˆ์˜ ์‹ค์ œ ์ฃผ๋ฌธ์„œ ๊ธฐ๋ฐ˜ ๊ฑฐ๋ž˜์†Œ๋ฅผ ๊ตฌ์ถ• ์ค‘์ด๋‹ค. ๊ธฐ์กด GPU ๋ Œํƒˆ ์„œ๋น„์Šค๊ฐ€ ๋‹จ์ˆœ ๋ชฉ๋ก ๋‚˜์—ด์— ๊ทธ์นœ ๋ฐ˜๋ฉด, gpubook์€ ์‹ ๋ขฐ๋„ ๋“ฑ๊ธ‰๊ณผ ์‹ค์‹œ๊ฐ„ ์ˆ˜์š”ยท๊ณต๊ธ‰์— ๋”ฐ๋ฅธ ๊ฐ€๊ฒฉ ๋ฐœ๊ฒฌ์„ ํ†ตํ•ด GPU ์‹œ๊ฐ„ ๋‹จ์œ„๋ฅผ ํ‘œ์ค€ํ™”๋œ ๊ณ„์•ฝ์œผ๋กœ ๊ฑฐ๋ž˜ํ•œ๋‹ค. ์ด๋ฅผ ํ†ตํ•ด ๊ฐœ์ธ๋ถ€ํ„ฐ ๋Œ€๊ทœ๋ชจ ๋ฐ์ดํ„ฐ์„ผํ„ฐ๊นŒ์ง€ ๊ณต์ •ํ•œ ๊ฐ€๊ฒฉ๊ณผ ํ’ˆ์งˆ ๊ฒฝ์Ÿ์ด ๊ฐ€๋Šฅํ•˜๋ฉฐ, ํŠธ๋ ˆ์ด๋”๋Š” ์ˆ˜์š” ์˜ˆ์ธก์— ๋”ฐ๋ฅธ ํˆฌ์ž๊ฐ€ ๊ฐ€๋Šฅํ•˜๋‹ค. ๊ฒฐ์ œ๋Š” USDC๋กœ ์ฆ‰์‹œ ์ด๋ฃจ์–ด์ง€๊ณ , ์‹ ๋ขฐ๋„ ๊ธฐ๋ฐ˜ ์‹œ์žฅ ๋ฉ”์ปค๋‹ˆ์ฆ˜์œผ๋กœ ํ’ˆ์งˆ์„ ๋ณด์žฅํ•œ๋‹ค. GPU ์ปดํ“จํŒ…์ด ์ฃผ์š” ์ƒํ’ˆ ์‹œ์žฅ์œผ๋กœ ์„ฑ์žฅํ•˜๋Š” ๊ฐ€์šด๋ฐ, ์‹ค์ œ ๋ฌผ๋ฆฌ์  GPU ์ „๋‹ฌ์ด ๊ฐ€๋Šฅํ•œ ์ตœ์ดˆ์˜ ๊ฑฐ๋ž˜์†Œ๋ผ๋Š” ์ ์—์„œ AI ์ธํ”„๋ผ ์šด์˜๊ณผ GPU ์ž์› ๊ด€๋ฆฌ์— ํฐ ๋ณ€ํ™”๋ฅผ ์˜ˆ๊ณ ํ•œ๋‹ค.

https://gpubook.io

#gpu #marketplace #compute #exchange #infrastructure

gpubook โ€” trade GPU compute like a commodity

An exchange with real order books, bond-rated providers, and tradeable daily contracts. Buy, sell, or speculate on GPU compute.

The orchestrator touches across all layers. With its open-source approach, with: โ†’the integrated #datacatalog that lists/surfaces all โ†’#explicitly define assets โ†’resources for integrating #compute as well as #storage โ†’integrating best practices โ†’general #automations โ†’#governed data platform