I just finished writing a paper about crystalline beams where the bunch heats at a rate of 0.529K/s. I also tweaked a parameter slightly, ran a simulation over the weekend and got one that heats at only 0.272K/s. Too late to change the paper now (I'd have to re-plot everything else!) Also, these simulations of 5500 turns in the #accelerator take 65 hours each, so not easy to scan parameters around to find the perfect spot.
Upgrading the energy of Jefferson Lab's CEBAF #accelerator facility from 12 to 22GeV requires more circulations around the machine, and one option is to put multiple electron energies in the same pipe. The animation below shows the sizes of six different energy beams as they are matched from the linac to the arc section: the same set of magnets has to make all six the correct size at once! This was a difficult optimisation problem. #physics
#MissKittyPolitics #AI #research Ending #homelessness is a #societal slam the #accelerator pedal to the metal move. If you think seriously about the lost #brain mass, the lost #productivity, the jacked up #medical and social service costs by profiteers and the annual budgeting to the ...

Logan Kilpatrick (@OfficialLoganK)

Ironwood TPU๋ณด๋‹ค 2~3๋ฐฐ ์„ฑ๋Šฅ์ด ํ–ฅ์ƒ๋œ ์ƒˆ TPU๊ฐ€ ์–ธ๊ธ‰๋˜์—ˆ๊ณ , Gemini์—์„œ์˜ ํ™œ์šฉ๋„ ๊ธฐ๋Œ€๋œ๋‹ค๋Š” ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. AI ๋ชจ๋ธ ํ•™์Šตยท์ถ”๋ก ์šฉ ํ•˜๋“œ์›จ์–ด์˜ ํฐ ์„ฑ๋Šฅ ๊ฐœ์„ ์„ ์‹œ์‚ฌํ•˜๋Š” ์ค‘์š”ํ•œ ์—…๋ฐ์ดํŠธ์ž…๋‹ˆ๋‹ค.

https://x.com/OfficialLoganK/status/2046998921508249624

#tpu #google #gemini #aihardware #accelerator

Logan Kilpatrick (@OfficialLoganK) on X

Huge improvements over Ironwood TPUโ€™s (2-3x), canโ€™t wait to see Gemini in action with these : )

X (formerly Twitter)
#AI #research is a tool or a weapon whichever word you want to use. It's like clay sitting there for a sculptor. What do you want to do? It is an #accelerator for individuals just as well as companies who blew it thinking that it replaces people. Not even close. I won't do the litany.

#AI #Accelerator chips are specialized hardwareโ€”including GPUs, TPUs, and NPUsโ€”designed specifically to speed up artificial intelligence, machine learning, and deep learning neural network workloads.

https://knowledgezone.co.in/kbits/69c21a29981dabaa9d226010

AI Accelerator

An AI accelerator is a specialized hardware component designed to speed up the complex mathematical calculations required for artificial intelligence, machine learning, and deep learning.

Knowledge Zone

Omar Sanseviero (@osanseviero)

Google DeepMind๊ฐ€ ๋กœ๋ณดํ‹ฑ์Šค ์•ก์…€๋Ÿฌ๋ ˆ์ดํ„ฐ ํ”„๋กœ๊ทธ๋žจ์„ ์ƒˆ๋กญ๊ฒŒ ์‹œ์ž‘ํ–ˆ์œผ๋ฉฐ, ์˜ค๋Š˜์ด ์ง€์› ๋งˆ๊ฐ์ผ์ด๋‹ค. AI ๋กœ๋ด‡ ๋ถ„์•ผ ์Šคํƒ€ํŠธ์—…์ด๋‚˜ ๊ฐœ๋ฐœํŒ€์— ์œ ์šฉํ•œ ์ง€์› ํ”„๋กœ๊ทธ๋žจ์œผ๋กœ ๋ณด์ธ๋‹ค.

https://x.com/osanseviero/status/2036874853567832540

#google #deepmind #robotics #accelerator #ai

Omar Sanseviero (@osanseviero) on X

We're launching Google DeepMind Robotics Accelerator, and today is the last day to apply. Join today๐Ÿ‘‰https://t.co/KOYxDs39Mj

X (formerly Twitter)
Was den #Accelerator besonders macht:
๐ŸŒฑ Co Creation mit den Projektteams und #Verwaltung, #Wirtschaft und #Zivilgesellschaft
๐Ÿค Partnerschaften mit dem #ImpactHubBerlin, #Fase dem MediaTech Hub Accelerator und vielen weiteren
๐Ÿ“ˆ Intensive Lernreise mit Workshops zu #Strategie, #Finanzierung, #Fundraising und #Pitch Training
๐Ÿ’ก 30 Stunden individuelle Projektberatung fรผr alle Teams
๐Ÿ‘‰ Hier gehtโ€™s zum Rรผckblick:
https://www.civic-coding.de/angebote/meldungen/innovation-trifft-gemeinwohl-ein-rueckblick-auf-den-civic-coding-accelerator-2025
Innovation trifft Gemeinwohl: Ein Rรผckblick auf den Civic Coding-Accelerator 2025

Der Civic Coding-Accelerator 2025 hat eindrucksvoll unter Beweis gestellt, wie viel Kraft in gemeinwohlorientierter KI steckt.

NVIDIA์˜ Groq 3 LPX๋Š” Vera Rubin ํ”Œ๋žซํผ์šฉ ๋ž™-์Šค์ผ€์ผ ์ €์ง€์—ฐ ์ถ”๋ก  ๊ฐ€์†๊ธฐ์ž…๋‹ˆ๋‹ค. 256๊ฐœ LPU ๊ธฐ๋ฐ˜์œผ๋กœ ๋””์ฝ”๋“œ์˜ ์ง€์—ฐ ๋ฏผ๊ฐ ์—ฐ์‚ฐ(FFN, MoE)์„ ๊ฐ€์†ํ•ด ์˜ˆ์ธก ๊ฐ€๋Šฅํ•œ ์ดˆ์ €์ง€์—ฐ ํ† ํฐ ์ƒ์„ฑ๊ณผ ๋†’์€ ๋™์‹œ์„ฑ ์ฒ˜๋ฆฌ๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. 500MB ์˜จ์นฉ SRAM, ๊ณ ๋Œ€์—ญ C2C ํ†ต์‹ , ์ปดํŒŒ์ผ ์ฃผ๋„ ๊ฒฐ์ •๋ก ์  ์‹คํ–‰์œผ๋กœ ์ง€ํ„ฐ๋ฅผ ์ค„์—ฌ ์‹ค์‹œ๊ฐ„ ์—์ด์ „ํŠธยท๋Œ€ํ™”ํ˜• AI์— ์ตœ์ ํ™”๋˜๋ฉฐ NVL72 GPU์™€ ํ•จ๊ป˜ ๊ณ ์ฒ˜๋ฆฌ๋Ÿ‰ AI ํŒฉํ† ๋ฆฌ์™€ ์‹ค์‹œ๊ฐ„ ๊ฒฝ๋กœ๋ฅผ ๋ณ‘ํ–‰ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

https://developer.nvidia.com/blog/inside-nvidia-groq-3-lpx-the-low-latency-inference-accelerator-for-the-nvidia-vera-rubin-platform/

#ai #inference #hardware #lowlatency #accelerator

Inside NVIDIA Groq 3 LPX: The Low-Latency Inference Accelerator for the NVIDIA Vera Rubin Platform

NVIDIA Groq 3 LPX is a new rack-scale inference accelerator for the NVIDIA Vera Rubin platform, designed for the low-latency and large-context demands ofโ€ฆ

NVIDIA Technical Blog
Winnipeg still short of housing target tied to $122M federal fund with less than 1 year to go
The City of Winnipeg still has ground to make up to meet housing targets tied to more than $120 million in federal funding.
https://www.cbc.ca/news/canada/manitoba/winnipeg-housing-accelerator-fund-targets-9.7125172?cmp=rss