Opinion: I behave like a professional handler, treating AI agents like teams of working dogs, kept on a tight lease and discipline enforced

#ai #artificial-intelligence #language-models #agentic-ai #llm

Paper: AI+HW 2035, shaping the next decade [https://arxiv.org/pdf/2603.05225]

Opinion: the next 2~5 years(near-term) is going to be extremely exciting for AI builders and innovators

#ai #system-design #language-models #agentic-ai #autonomous-vehicle #robotics #software-automation

Townhall with CEO Jason Priem | Q1-2026 YouTube video by OurResearch

Opinion: Interesting take on dynamic UI, where each user can create their own personalized interface. Would UI/UX engineers be made redundant or adapt their roles to creating skaffolds and templates? Only time will tell.

#openalex #agentic-ai #ai #llm #language-model #artificial-intelligence

Introducing the SN50 RDU: Purpose-Built for Agentic Inference SambaNova's 5th-generation chip, the SN50, and the SambaRack SN50 system are both purpose-built to solve the challenge of agentic inference.

Opinion: specialized hardware vs general purpose hardware, who wins? Only time will tell.

#sambanova #agentic-system #llm #artificial-intelligence

Choosing the Right Multi-Agent Architecture In this post, we’ll explore when multi-agent architectures become necessary, the four main patterns we’ve observed, and how LangChain empowers you to effectively build multi-agent systems.

Opinion: earlier experiments by countless engineering teams yielded distinct patterns for multi-agent architectures

#ai #artificial-intelligence #langchain #llm

Open Responses: What you need to know We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Opinion: another step forward for scalable agentic workloads in 2026

#huggingface #vllm #openai #llm #ai #artificial-intelligence #langchain #llama-index #vllm #sglang

Opinion: For future AI advancements, quality education should be prioritized for all levels of society. After all, the current iteration of AI is still highly dependent on high quality data and we are running out of it.

Opinion: tariffs, export controls, front-loading of inventory, data centers expansion, we are facing a whole slew of conditions driving up RAM prices with no end in sight.

#ai #artificial-intelligence #agentic-ai #language-model #llm

Introducing Mistral 3 | Mistral AI A family of frontier open-source multimodal models

Opinion: competition is intense among OSS model providers

#ai #artificial-intelligence #llm #language-models #nvidia #mistral #vllm #transformers #huggingface

Opinion: You ain't talking to AI, you are talking to it's training data.

#ai #language-model #nlp #gemini #transformers #vllm #huggingface #pytorch #langchain #llamaindex #llm

We present Olmo 3, our next family of fully open, leading language models.
This family of 7B and 32B models represents:

1. The best 32B base model.
2. The best 7B Western thinking & instruct models.
3. The first 32B (or larger) fully open reasoning model.

Revealing the Hidden Economics of Open Models in the AI Era Frank Nagle, research scientist at MIT and chief economist of the Linux Foundation, discusses his recent paper on the economic role of open models.

Opinion: every closed-model provider is feeling the costs/performance pressure from open models

#linux #opensource #language-models #llm #ai #agentic-system

Stack of blocks labeled, all modern digital infrastructure. A ratchet tipping over the entire stack is labeled AI. A load bearing pillar is labeled unpaid open source development. Another label is AWS, and Cloudflare and Unpaid Open Source Developers.

Extremely upset that a throw-away XKCD joke somehow became the organizing principle for the Internet.

Cloudflare outage on November 18, 2025 Cloudflare suffered a service outage on November 18, 2025. The outage was triggered by a bug in generation logic for a Bot Management feature file causing many Cloudflare services to be affected.

Opinion: once again Cloudflare delivering a masterclass in corporate communication

Misconfigurations are hard to avoid, a cascading failure ensures when it does happen.

#cloudflare #cybersecurity #internet

Opinion: there's an ongoing ancient battle between human rationality vs emotion, my bet's on rationality in the long term.

Magistral | Mistral AI Stands to reason.

Opinion: language models are rapidly depreciating assets

#mistralai #llm #artificialintelligence #agentic-system #ai

Introducing gpt-oss gpt-oss-120b and gpt-oss-20b push the frontier of open-weight reasoning models

Opinion: even multi-billion companies can't ignore the prospects of gaining market share with free products and selling you the ecosystem

#openai #llm #agentic-system #artificial-intelligence #ai

Qdrant 1.15 - Smarter Quantization & better Text Filtering - Qdrant Qdrant v1.15 release presents new Quantization Features, advanced Full-Text filtering and a bunch of performance optimizations

Opinion: MMR reranking is great for returning diverse results especially in datasets with overlapping entries

#qdrant #rag #retrieval-augmented-generation #ai #artificialintelligence #llm

Opinion: every public library/institution should be running their own MCP servers for kids, students, professionals and retirees in the 4th Industrial Revolution

#mcp #modelcontextprotocol #llm #agentic-system #language-model #ai #artitificial-intelligence

Deploying DeepSeek with PD Disaggregation and Large-Scale Expert Parallelism on 96 H100 GPUs | LMSYS Org <p>DeepSeek is a popular open-source large language model (LLM) praised for its strong performance. However, its large size and unique architecture, which us...

Opinion: cost of hosting DeepSeek in 2025 on 96 H100 ranges from USD$192/hr to USD$1181/hr(excl. taxes) depending on configuration and location

#deepseek #sglang #agentic-system #llm #artificial-intelligence

How we built our multi-agent research system On the the engineering challenges and lessons learned from building Claude's Research system

Opinion: future AI systems will likely be multi-agents as they tackle increasingly complex tasks, translating context and instructions into economic value

#anthropic #agentic-system #llm #artificial-intelligence #ai

The lethal trifecta for AI agents: private data, untrusted content, and external communication If you are a user of LLM systems that use tools (you can call them “AI agents” if you like) it is critically important that you understand the risk of …

If you use "AI agents" (LLMs calling tools in a loop) you need to be aware of the Lethal Trifecta

Combine access to private data, exposure to untrusted content and the ability to externally communicate and an attacker can trick the system into stealing your data simonwillison.net/2025/Jun/16/...

Japan and UK to sign memorandum for nuclear fusion collaboration Tokyo seeks pioneering role in new power generation by the 2030s

Japan-UK, too. #FusionEnergy asia.nikkei.com/Business/Tec...

Cloudflare service outage June 12, 2025 Today, June 12, 2025, Cloudflare suffered a significant service outage that affected a large set of our critical services, including Workers KV, WARP, Access, Gateway, Images, Stream, Workers AI, Turn...

Opinion: Cloudflare should be giving a masterclass in post-mortem reports. The tone, clarity, timeline and remediation included should be the minimal standard in 21st century.

#cloudflare #data-center #cloud-computing #web #saas #internet

Opinion: SOTA VLMs are liars, and they lie confidently by regurgitating memorized training data

#vlm #vision-language-model #ai #artificial-intelligence #agentic-system #llm #language-model #visual-analysis #visual-reasoning #cognitive-science #neuroscience

Sakana AI The Darwin Gödel Machine: AI that improves itself by rewriting its own code

Opinion: one step closer to self-improving AI

#sakanaai #agentic-system #llm #evolution #biology #swe-bench
#software-engineering #computer-science

RAG is dead, long live agentic retrieval — LlamaIndex - Build Knowledge Assistants over your Enterprise Data LlamaIndex is a simple, flexible framework for building knowledge assistants using LLMs connected to your enterprise data.

Opinion: pushing the envelope for multimodal RAG

#llamaindex #rag #agentic-ai #llm

Opinion: closed source models feeling the heat

#qwen #alibaba #vllm #ai #artificial-intelligence #agentic-ai

Wikipedia Kaggle Dataset using Structured Contents Snapshot A structured Wikipedia dataset is now on Kaggle from Wikimedia Enterprise, built for ML workflows using the Snapshot API’s Structured Contents beta.

Opinion: even those with a high degree of patience will eventually run out of tolerance when web scraping becomes unmanageable

#wikipedia #ai #artificial-intelligence #agentic-system #kaggle #google

Transformers backend integration in vLLM The Hugging Face Transformers library offers a flexible, unified interface to a vast ecosystem of model architectures. From research to fine-tuning on custom dataset, transformers is the go-to toolkit...

Opinion: a reasonable balance between backing new models, ease of implementation, performance, and swift experimentation, among other inference options

Satisfactory is better than perfection when delivering SOTA models to end-users.

#vllm #transformers #huggingface #ai #artificial-intelligence