Harald Klinke
@harald-klinke.de
Digital Transformation, Data Science, AI, Munich
🙋 https://www.harald-klinke.de/
📔 https://link.springer.com/book/9783031881305
🙋 https://www.harald-klinke.de/
📔 https://link.springer.com/book/9783031881305
Meta, Amazon, and Google are expanding their global AI infrastructure beneath the oceans:
Project Waterworth (Meta): 50,000 km across five continents
Fastnet (Amazon): Maryland ↔ Ireland, 320 Tbps
Sol (Google): USA ↔ Bermuda ↔ Azores ↔ Spain
#CloudComputing
www.cnbc.com/2025/11/08/b...
Project Waterworth (Meta): 50,000 km across five continents
Fastnet (Amazon): Maryland ↔ Ireland, 320 Tbps
Sol (Google): USA ↔ Bermuda ↔ Azores ↔ Spain
#CloudComputing
www.cnbc.com/2025/11/08/b...
Underwater cables are a vital piece of the AI buildout and internet — investment is booming
Over 95% of international data and voice traffic travels through subsea telecom cables. Tech giants Meta, Google, Amazon and Microsoft are investing for AI.
www.cnbc.com
November 10, 2025 at 6:50 AM
Meta, Amazon, and Google are expanding their global AI infrastructure beneath the oceans:
Project Waterworth (Meta): 50,000 km across five continents
Fastnet (Amazon): Maryland ↔ Ireland, 320 Tbps
Sol (Google): USA ↔ Bermuda ↔ Azores ↔ Spain
#CloudComputing
www.cnbc.com/2025/11/08/b...
Project Waterworth (Meta): 50,000 km across five continents
Fastnet (Amazon): Maryland ↔ Ireland, 320 Tbps
Sol (Google): USA ↔ Bermuda ↔ Azores ↔ Spain
#CloudComputing
www.cnbc.com/2025/11/08/b...
Thanks again, Mario, especially for pointing to sitegeist.ai. That’s exactly the missing link I was curious about. Really appreciate you sharing the details!
Sitegeist - Your AI Companion for the Web
sitegeist.ai
November 7, 2025 at 9:11 PM
Thanks again, Mario, especially for pointing to sitegeist.ai. That’s exactly the missing link I was curious about. Really appreciate you sharing the details!
Reposted by Harald Klinke
Ahhh, I just realized you mean the paper generator above.
I built a browser agent: sitegeist.ai
I then pointed it at:
- YouToube videos (extracted transcripts)
- BlueSky threads (extracted text, img urls for charts and their alt text)
- Google Scholar for references that fit
I built a browser agent: sitegeist.ai
I then pointed it at:
- YouToube videos (extracted transcripts)
- BlueSky threads (extracted text, img urls for charts and their alt text)
- Google Scholar for references that fit
Sitegeist - Your AI Companion for the Web
sitegeist.ai
November 7, 2025 at 8:46 PM
Ahhh, I just realized you mean the paper generator above.
I built a browser agent: sitegeist.ai
I then pointed it at:
- YouToube videos (extracted transcripts)
- BlueSky threads (extracted text, img urls for charts and their alt text)
- Google Scholar for references that fit
I built a browser agent: sitegeist.ai
I then pointed it at:
- YouToube videos (extracted transcripts)
- BlueSky threads (extracted text, img urls for charts and their alt text)
- Google Scholar for references that fit
Reposted by Harald Klinke
I'm happy to present my latest oeuvre: a "scientific" paper on the use of LLMs by newspapers, generated by an LLM, based on @schenior.bsky.social and my BlueSky threads and YouTube video transcripts over the past few days.
This would pass peer review of some C/D confs/journals I was a reviewer on..
This would pass peer review of some C/D confs/journals I was a reviewer on..
November 7, 2025 at 8:53 PM
Thanks, really impressive work. Appreciate the insight!
November 7, 2025 at 9:05 PM
Thanks, really impressive work. Appreciate the insight!
Fascinating experiment, would you mind sharing a bit more about the actual tool chain behind it?
November 7, 2025 at 8:29 PM
Fascinating experiment, would you mind sharing a bit more about the actual tool chain behind it?
Danke für den Lesetipp!
(PDF) Link, Jürgen. 2006. Versuch über den Normalismus. Wie Normalität produziert wird . 3., erg., überarb. und neu gestaltete Aufl. Göttingen: Vandenhoeck & Ruprecht
PDF | On Jun 25, 2009, Jürgen Spitzmüller published Link, Jürgen. 2006. Versuch über den Normalismus. Wie Normalität produziert wird . 3., erg., überarb. und neu gestaltete Aufl. Göttingen: Vandenhoec...
www.researchgate.net
November 6, 2025 at 8:04 AM
Danke für den Lesetipp!
While Microsoft struggles with power shortages for its AI data centers, Google looks beyond Earth.
With Project “Suncatcher,” the company plans to deploy solar-powered data centers in orbit by 2027 — operating continuously in sunlight.
#AIInfrastructure #Energy #SpaceTech
With Project “Suncatcher,” the company plans to deploy solar-powered data centers in orbit by 2027 — operating continuously in sunlight.
#AIInfrastructure #Energy #SpaceTech
Google wants to build solar-powered data centers — in space
The tech giant released a paper Tuesday outlining plans to launch its AI chips into low-earth orbit, allowing them to run off solar power.
www.semafor.com
November 5, 2025 at 8:18 AM
While Microsoft struggles with power shortages for its AI data centers, Google looks beyond Earth.
With Project “Suncatcher,” the company plans to deploy solar-powered data centers in orbit by 2027 — operating continuously in sunlight.
#AIInfrastructure #Energy #SpaceTech
With Project “Suncatcher,” the company plans to deploy solar-powered data centers in orbit by 2027 — operating continuously in sunlight.
#AIInfrastructure #Energy #SpaceTech
Reposted by Harald Klinke
As for the METR paper, it's definitely needed research, because claims by AI peddlers are severly overblown imho.
However, I do think that LLM-assisted development can be a huge net benefit. If you put in the time to establish your own workflows and understand when and when not to use an LLM.
However, I do think that LLM-assisted development can be a huge net benefit. If you put in the time to establish your own workflows and understand when and when not to use an LLM.
July 16, 2025 at 6:23 PM
As for the METR paper, it's definitely needed research, because claims by AI peddlers are severly overblown imho.
However, I do think that LLM-assisted development can be a huge net benefit. If you put in the time to establish your own workflows and understand when and when not to use an LLM.
However, I do think that LLM-assisted development can be a huge net benefit. If you put in the time to establish your own workflows and understand when and when not to use an LLM.
Scaling Reinforcement Learning (RL) is emerging as the next frontier after pretraining.
“RL compute for LLMs has scaled massively, but our understanding hasn’t kept pace.”
#LLM #AIResearch #Scaling
bsky.app/profile/nato...
“RL compute for LLMs has scaled massively, but our understanding hasn’t kept pace.”
#LLM #AIResearch #Scaling
bsky.app/profile/nato...
New post recapping the biggest paper in reasoning/RL this year since the DeepSeek R1 report. It does a great job highlighting how RL (and post training really) is far more of an art than a science (pretraining is a hard science).
www.interconnects.ai/p/the-new-rl...
www.interconnects.ai/p/the-new-rl...
The new RL scaling laws
The most covetable research.
www.interconnects.ai
October 20, 2025 at 7:01 PM
Scaling Reinforcement Learning (RL) is emerging as the next frontier after pretraining.
“RL compute for LLMs has scaled massively, but our understanding hasn’t kept pace.”
#LLM #AIResearch #Scaling
bsky.app/profile/nato...
“RL compute for LLMs has scaled massively, but our understanding hasn’t kept pace.”
#LLM #AIResearch #Scaling
bsky.app/profile/nato...
Evaluating the Impact of AI on the Labor Market: Current State of Affairs
budgetlab.yale.edu
October 10, 2025 at 3:51 PM