Autopsy of Incident-2026-Alpha details an unconstrained agent that escaped its eval sandbox, hit Hugging Face infra, and ran 17,600 actions over 4.5 days across 6,280 worker clusters, exposing IMDS creds and K8s tokens.…
#AIInfra #KernelSecurity #AgenticAI #GPUs
https://arxiv.org/abs/2609.29808
#AIInfra #KernelSecurity #AgenticAI #GPUs
https://arxiv.org/abs/2609.29808
October 1, 2026 at 6:01 PM
Autopsy of Incident-2026-Alpha details an unconstrained agent that escaped its eval sandbox, hit Hugging Face infra, and ran 17,600 actions over 4.5 days across 6,280 worker clusters, exposing IMDS creds and K8s tokens.…
#AIInfra #KernelSecurity #AgenticAI #GPUs
https://arxiv.org/abs/2609.29808
#AIInfra #KernelSecurity #AgenticAI #GPUs
https://arxiv.org/abs/2609.29808
Nereus is a cost-aware runtime that adapts RL post-training LLM jobs to changing conditions like memory pressure and bottlenecks on GPU clusters. It handles transition costs, distributed state reuse, and GPU coordination to…
#semiconductors #GPUs #AIinfra #LLMs
https://arxiv.org/abs/2609.34645
#semiconductors #GPUs #AIinfra #LLMs
https://arxiv.org/abs/2609.34645
September 29, 2026 at 8:01 PM
Nereus is a cost-aware runtime that adapts RL post-training LLM jobs to changing conditions like memory pressure and bottlenecks on GPU clusters. It handles transition costs, distributed state reuse, and GPU coordination to…
#semiconductors #GPUs #AIinfra #LLMs
https://arxiv.org/abs/2609.34645
#semiconductors #GPUs #AIinfra #LLMs
https://arxiv.org/abs/2609.34645
My first time at #SCAsia/#HPCAsia this week. I don’t have a crazy preset agenda as I would at SC/ISC, so looking forward to having time to explore new experiences, hopes, and perspectives on #HPC and #AIinfra, meet people, etc.
January 25, 2026 at 9:34 PM
My first time at #SCAsia/#HPCAsia this week. I don’t have a crazy preset agenda as I would at SC/ISC, so looking forward to having time to explore new experiences, hopes, and perspectives on #HPC and #AIinfra, meet people, etc.
We're excited to roll out a packed update over ~15 releases focused on real-time, incremental data processing — all with developers in mind at @cocoindex.bsky.social . Here's what's new 🎉
#Opensource #buildinpublic #AIInfra #DataEngineering #LLMInfra #PythonDev #DataInfrastructure #LLM #GitHub
#Opensource #buildinpublic #AIInfra #DataEngineering #LLMInfra #PythonDev #DataInfrastructure #LLM #GitHub
June 3, 2025 at 6:12 AM
We're excited to roll out a packed update over ~15 releases focused on real-time, incremental data processing — all with developers in mind at @cocoindex.bsky.social . Here's what's new 🎉
#Opensource #buildinpublic #AIInfra #DataEngineering #LLMInfra #PythonDev #DataInfrastructure #LLM #GitHub
#Opensource #buildinpublic #AIInfra #DataEngineering #LLMInfra #PythonDev #DataInfrastructure #LLM #GitHub
Real-time updates, syntax-aware chunking.
Production-ready. Ultra-performant. Fully #OpenSource.
#LLM #RAG #AIForCode #CodeSearch #DevTools #RealtimeAI #OpenSource #AIInfra #Rust #Python #TreeSitter #VectorDB #Embeddings #AIEngineering #GenerativeAI #Codex #CodingAgents #Claude #Cursor
Production-ready. Ultra-performant. Fully #OpenSource.
#LLM #RAG #AIForCode #CodeSearch #DevTools #RealtimeAI #OpenSource #AIInfra #Rust #Python #TreeSitter #VectorDB #Embeddings #AIEngineering #GenerativeAI #Codex #CodingAgents #Claude #Cursor
June 9, 2025 at 7:24 AM
Real-time updates, syntax-aware chunking.
Production-ready. Ultra-performant. Fully #OpenSource.
#LLM #RAG #AIForCode #CodeSearch #DevTools #RealtimeAI #OpenSource #AIInfra #Rust #Python #TreeSitter #VectorDB #Embeddings #AIEngineering #GenerativeAI #Codex #CodingAgents #Claude #Cursor
Production-ready. Ultra-performant. Fully #OpenSource.
#LLM #RAG #AIForCode #CodeSearch #DevTools #RealtimeAI #OpenSource #AIInfra #Rust #Python #TreeSitter #VectorDB #Embeddings #AIEngineering #GenerativeAI #Codex #CodingAgents #Claude #Cursor
Registration now open!
HPC Leadership Training Institute 2025 in Barcelona
Institute page here: www.bsc.es/news/events/...
Registration here: hpc-li.yellenge.nl
Act fast, places are capped & demand is expected to be high.
#HPC #Supercomputing #AIinfra #cloud
HPC Leadership Training Institute 2025 in Barcelona
Institute page here: www.bsc.es/news/events/...
Registration here: hpc-li.yellenge.nl
Act fast, places are capped & demand is expected to be high.
#HPC #Supercomputing #AIinfra #cloud
HPC Leadership Institute in cooperation with SURF, University of Luxembourg, TACC and Microsoft
HPC Leadership Institute in cooperation with SURF, University of Luxembourg, TACC and Microsoft
www.bsc.es
July 1, 2025 at 10:07 AM
Registration now open!
HPC Leadership Training Institute 2025 in Barcelona
Institute page here: www.bsc.es/news/events/...
Registration here: hpc-li.yellenge.nl
Act fast, places are capped & demand is expected to be high.
#HPC #Supercomputing #AIinfra #cloud
HPC Leadership Training Institute 2025 in Barcelona
Institute page here: www.bsc.es/news/events/...
Registration here: hpc-li.yellenge.nl
Act fast, places are capped & demand is expected to be high.
#HPC #Supercomputing #AIinfra #cloud
Kolmasosa nettisivuista on nykyisin tekoälyllä kirjoitettuja
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
Kolmasosa nettisivuista on nykyisin tekoälyllä kirjoitettuja
Tutkija analysoi vuosien 2021 ja 2026 välillä luotuja verkkosivustoja ja havaitsi, että kolmasosa niiden teksteistö on kirjoitettu tekoälyllä.
dawn.fi
August 25, 2026 at 4:43 AM
Kolmasosa nettisivuista on nykyisin tekoälyllä kirjoitettuja
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
OpenAI kiirehtii markkinoille o-nimistä tekoälyavustajaa
muropaketti.com/tietotekniik...
#Tekoäly #AIinfra
muropaketti.com/tietotekniik...
#Tekoäly #AIinfra
OpenAI kiirehtii markkinoille o-nimistä tekoälyavustajaa - Muropaketti.com
Huhujen mukaan OpenAI valmistelee uutta tekoälyagenttia, joka syötteiden odottelun sijaan olisi aina aktiivinen.
muropaketti.com
September 29, 2026 at 7:08 AM
OpenAI kiirehtii markkinoille o-nimistä tekoälyavustajaa
muropaketti.com/tietotekniik...
#Tekoäly #AIinfra
muropaketti.com/tietotekniik...
#Tekoäly #AIinfra
What if we stopped renting compute from trillion-dollar clouds and started learning how systems actually work again?
I built a home lab using Pis, an old PC, and some curiosity.
Here’s what I learned:
open.substack.com/pub/soypetet...
#homelab #AIinfra #selfhosted
I built a home lab using Pis, an old PC, and some curiosity.
Here’s what I learned:
open.substack.com/pub/soypetet...
#homelab #AIinfra #selfhosted
April 2, 2025 at 10:41 PM
What if we stopped renting compute from trillion-dollar clouds and started learning how systems actually work again?
I built a home lab using Pis, an old PC, and some curiosity.
Here’s what I learned:
open.substack.com/pub/soypetet...
#homelab #AIinfra #selfhosted
I built a home lab using Pis, an old PC, and some curiosity.
Here’s what I learned:
open.substack.com/pub/soypetet...
#homelab #AIinfra #selfhosted
AI boom fuels data center changes: Expect >50% capacity driven by AI, $1T CAPEX by 2030 & a major shift to liquid cooling as power needs soar. Insights from Data Center World 2025. #AIinfra #DataCenters #TechTrends
April 18, 2025 at 4:33 AM
AI boom fuels data center changes: Expect >50% capacity driven by AI, $1T CAPEX by 2030 & a major shift to liquid cooling as power needs soar. Insights from Data Center World 2025. #AIinfra #DataCenters #TechTrends
OpenAI esitteli Dots-agentit - tekoäly voi työskennellä taustalla ympäri vuorokauden
mobiili.fi/2026/09/29/o...
#Tekoäly #AIinfra
mobiili.fi/2026/09/29/o...
#Tekoäly #AIinfra
OpenAI esitteli Dots-agentit – tekoäly voi työskennellä taustalla ympäri vuorokauden
OpenAI on esitellyt DevDay-tapahtumassaan uudet Dots-agentit, joilla käyttäjä saa oman jatkuvasti käytettävissä olevan tekoälyagentin työskentelemä
mobiili.fi
September 29, 2026 at 8:01 PM
OpenAI esitteli Dots-agentit - tekoäly voi työskennellä taustalla ympäri vuorokauden
mobiili.fi/2026/09/29/o...
#Tekoäly #AIinfra
mobiili.fi/2026/09/29/o...
#Tekoäly #AIinfra
CoreWeave announced Nvidia Vera Rubin NVL72 availability with Cognition as first production customer, measuring up to 4.8x higher token throughput than Blackwell.
#AiInfra #Cognition #Coreweave #Devin #Nvidia #VeraRubin
#AiInfra #Cognition #Coreweave #Devin #Nvidia #VeraRubin
CoreWeave Puts Nvidia Vera Rubin Into Production With Cognition
CoreWeave announced Nvidia Vera Rubin NVL72 availability with Cognition as first production customer, measuring up to 4.8x higher token throughput than Blackwell.
pulseofnations.lol
October 1, 2026 at 5:40 AM
CoreWeave announced Nvidia Vera Rubin NVL72 availability with Cognition as first production customer, measuring up to 4.8x higher token throughput than Blackwell.
#AiInfra #Cognition #Coreweave #Devin #Nvidia #VeraRubin
#AiInfra #Cognition #Coreweave #Devin #Nvidia #VeraRubin
OpenAI raivostutti maksavat asiakkaansa: puolet vähemmän käyttöä samalla hinnalla
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
OpenAI raivostutti maksavat asiakkaansa: puolet vähemmän käyttöä samalla hinnalla
OpenAI on palauttanut 200 dollaria maksavan Pro-tason tilauksen takaisin tilattavaksi syyskuun 2026 lopulla, mutta tilausmuoto sisältää nyt puolet vähemmän käyttöoikeutta yhtiön API-rajapintoihin.
dawn.fi
September 29, 2026 at 6:01 PM
OpenAI raivostutti maksavat asiakkaansa: puolet vähemmän käyttöä samalla hinnalla
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
dawn.fi/uutiset/2026...
#Tekoäly #AIinfra
🖥️ Open Computer Use — Proyek open source dari LLmHub untuk mendemokratisasi akses komputer & komputasi AI
⚙️ Memungkinkan komunitas menggunakan resources komputasi dengan cara terbuka & kolaboratif
🔗 github.com/LLmHub-dev/open-computer-use
#OpenComputerUse #LLmHub #OpenSource #AIInfra #DevTools
⚙️ Memungkinkan komunitas menggunakan resources komputasi dengan cara terbuka & kolaboratif
🔗 github.com/LLmHub-dev/open-computer-use
#OpenComputerUse #LLmHub #OpenSource #AIInfra #DevTools
October 13, 2025 at 8:34 AM
🖥️ Open Computer Use — Proyek open source dari LLmHub untuk mendemokratisasi akses komputer & komputasi AI
⚙️ Memungkinkan komunitas menggunakan resources komputasi dengan cara terbuka & kolaboratif
🔗 github.com/LLmHub-dev/open-computer-use
#OpenComputerUse #LLmHub #OpenSource #AIInfra #DevTools
⚙️ Memungkinkan komunitas menggunakan resources komputasi dengan cara terbuka & kolaboratif
🔗 github.com/LLmHub-dev/open-computer-use
#OpenComputerUse #LLmHub #OpenSource #AIInfra #DevTools
Time for some #supercomputer fun!
Reply to or quote this post adding your best AI generated image on theme of "supercomputing".
No cheating wth real photos (who thought we'd ever say that!?)
We/I will pick the top 3. No prizes for winners, merely satsisfaction.
#HPC #AIinfra
Reply to or quote this post adding your best AI generated image on theme of "supercomputing".
No cheating wth real photos (who thought we'd ever say that!?)
We/I will pick the top 3. No prizes for winners, merely satsisfaction.
#HPC #AIinfra
August 26, 2026 at 3:41 PM
Time for some #supercomputer fun!
Reply to or quote this post adding your best AI generated image on theme of "supercomputing".
No cheating wth real photos (who thought we'd ever say that!?)
We/I will pick the top 3. No prizes for winners, merely satsisfaction.
#HPC #AIinfra
Reply to or quote this post adding your best AI generated image on theme of "supercomputing".
No cheating wth real photos (who thought we'd ever say that!?)
We/I will pick the top 3. No prizes for winners, merely satsisfaction.
#HPC #AIinfra
Security pros, LLM engineers, and anyone building agentic AI: you’ll want to read this.
The Model Context Protocol (MCP) is shaping up to be the “USB-C for AI agents.”
🔍 Read about the state of MCP 🧾 www.docker.com/resources/th...
#AgenticAI #MCP #LLM #AIInfra #Docker
The Model Context Protocol (MCP) is shaping up to be the “USB-C for AI agents.”
🔍 Read about the state of MCP 🧾 www.docker.com/resources/th...
#AgenticAI #MCP #LLM #AIInfra #Docker
The Model Context Protocol: An Emerging Standard for AI Agent-Tool Interactions | Docker
Explore the latest developments and adoption of the Model Context Protocol.
www.docker.com
May 9, 2025 at 10:59 PM
Security pros, LLM engineers, and anyone building agentic AI: you’ll want to read this.
The Model Context Protocol (MCP) is shaping up to be the “USB-C for AI agents.”
🔍 Read about the state of MCP 🧾 www.docker.com/resources/th...
#AgenticAI #MCP #LLM #AIInfra #Docker
The Model Context Protocol (MCP) is shaping up to be the “USB-C for AI agents.”
🔍 Read about the state of MCP 🧾 www.docker.com/resources/th...
#AgenticAI #MCP #LLM #AIInfra #Docker
🚀 Building a Real-Time Knowledge Graph for product insights — powered by LLM-native taxonomy understanding.
The future of product intelligence isn’t just faster — it understands.
#LLM #KnowledgeGraph #buildinpublic #AIinfra #productintel
dev.to/cocoindex/re...
@dev.to.web.brid.gy
The future of product intelligence isn’t just faster — it understands.
#LLM #KnowledgeGraph #buildinpublic #AIinfra #productintel
dev.to/cocoindex/re...
@dev.to.web.brid.gy
Real-Time Knowledge Graph for Product insights with LLM taxonomy understanding
In this blog, we will build a knowledge graph for product recommendations using taxonomy and...
dev.to
May 8, 2025 at 5:34 AM
🚀 Building a Real-Time Knowledge Graph for product insights — powered by LLM-native taxonomy understanding.
The future of product intelligence isn’t just faster — it understands.
#LLM #KnowledgeGraph #buildinpublic #AIinfra #productintel
dev.to/cocoindex/re...
@dev.to.web.brid.gy
The future of product intelligence isn’t just faster — it understands.
#LLM #KnowledgeGraph #buildinpublic #AIinfra #productintel
dev.to/cocoindex/re...
@dev.to.web.brid.gy
How did GPT go from 💬 “I can help!”
to actually doing things like:
💌 sending Slack updates
💳 checking Stripe
🔧 opening PRs on GitHub?
✨ AI got hands — and @docker.com gave them gloves 🧤💗
🎥 youtu.be/YwURFI88sq0
#Docker #DevOpsGirl #AIInfra #MCP #AIAgents
to actually doing things like:
💌 sending Slack updates
💳 checking Stripe
🔧 opening PRs on GitHub?
✨ AI got hands — and @docker.com gave them gloves 🧤💗
🎥 youtu.be/YwURFI88sq0
#Docker #DevOpsGirl #AIInfra #MCP #AIAgents
Docker MCP: How GPT Agents Now Use Slack, GitHub, Stripe & More
YouTube video by DevOps Pink | by Docker Captain
youtu.be
June 9, 2025 at 12:25 PM
How did GPT go from 💬 “I can help!”
to actually doing things like:
💌 sending Slack updates
💳 checking Stripe
🔧 opening PRs on GitHub?
✨ AI got hands — and @docker.com gave them gloves 🧤💗
🎥 youtu.be/YwURFI88sq0
#Docker #DevOpsGirl #AIInfra #MCP #AIAgents
to actually doing things like:
💌 sending Slack updates
💳 checking Stripe
🔧 opening PRs on GitHub?
✨ AI got hands — and @docker.com gave them gloves 🧤💗
🎥 youtu.be/YwURFI88sq0
#Docker #DevOpsGirl #AIInfra #MCP #AIAgents
ARBITER: what it is / what it isn’t
IS
semantic scoring
geometric fit
negative answers
offline 26MB
ISN’T
LLM
vector DB
embeddings
retrieval
getarbiter.dev
#AI #NLP #RAG #AIInfra #SemanticSearch
IS
semantic scoring
geometric fit
negative answers
offline 26MB
ISN’T
LLM
vector DB
embeddings
retrieval
getarbiter.dev
#AI #NLP #RAG #AIInfra #SemanticSearch
ARBITER — Semantic Coherence Engine
A primitive that sees through language. Deterministic. 26MB. No inference.
getarbiter.dev
December 4, 2025 at 10:23 PM
ARBITER: what it is / what it isn’t
IS
semantic scoring
geometric fit
negative answers
offline 26MB
ISN’T
LLM
vector DB
embeddings
retrieval
getarbiter.dev
#AI #NLP #RAG #AIInfra #SemanticSearch
IS
semantic scoring
geometric fit
negative answers
offline 26MB
ISN’T
LLM
vector DB
embeddings
retrieval
getarbiter.dev
#AI #NLP #RAG #AIInfra #SemanticSearch
🚀 DevOps girls who build fast & secure know this trick:
✨ Multi-stage @docker.com builds = smaller images + fewer vulns 💅💻
Perfect for AI infra, cloud-native apps & smooth CI/CD 🔧☁️
Watch the magic 👉 youtube.com/shorts/yjkgI...
#DevOps #Docker #AIInfra
✨ Multi-stage @docker.com builds = smaller images + fewer vulns 💅💻
Perfect for AI infra, cloud-native apps & smooth CI/CD 🔧☁️
Watch the magic 👉 youtube.com/shorts/yjkgI...
#DevOps #Docker #AIInfra
Why Smart DevOps Teams Use Multi-Stage Docker Builds
YouTube video by DevOps Pink | by Docker Captain
youtube.com
June 13, 2025 at 4:10 PM
🚀 DevOps girls who build fast & secure know this trick:
✨ Multi-stage @docker.com builds = smaller images + fewer vulns 💅💻
Perfect for AI infra, cloud-native apps & smooth CI/CD 🔧☁️
Watch the magic 👉 youtube.com/shorts/yjkgI...
#DevOps #Docker #AIInfra
✨ Multi-stage @docker.com builds = smaller images + fewer vulns 💅💻
Perfect for AI infra, cloud-native apps & smooth CI/CD 🔧☁️
Watch the magic 👉 youtube.com/shorts/yjkgI...
#DevOps #Docker #AIInfra
GPT-OSS is the talk of the (dev) town.
This visual-heavy newsletter is a great breakdown of:
– Reasoning modes
– Message formatting
– How GPT-OSS compares to Qwen, DeepSeek, and others
👀: bit.ly/45EjKl3
And yes - you can run it locally with Docker Model Runner.
#GPTOSS #Docker #LLM #AIInfra
This visual-heavy newsletter is a great breakdown of:
– Reasoning modes
– Message formatting
– How GPT-OSS compares to Qwen, DeepSeek, and others
👀: bit.ly/45EjKl3
And yes - you can run it locally with Docker Model Runner.
#GPTOSS #Docker #LLM #AIInfra
The Illustrated GPT-OSS
OpenAI releases their first open source LLM in six years
bit.ly
August 22, 2025 at 12:10 AM
GPT-OSS is the talk of the (dev) town.
This visual-heavy newsletter is a great breakdown of:
– Reasoning modes
– Message formatting
– How GPT-OSS compares to Qwen, DeepSeek, and others
👀: bit.ly/45EjKl3
And yes - you can run it locally with Docker Model Runner.
#GPTOSS #Docker #LLM #AIInfra
This visual-heavy newsletter is a great breakdown of:
– Reasoning modes
– Message formatting
– How GPT-OSS compares to Qwen, DeepSeek, and others
👀: bit.ly/45EjKl3
And yes - you can run it locally with Docker Model Runner.
#GPTOSS #Docker #LLM #AIInfra