Daily Tech News - 2026-09-08

AI’s next bottleneck is moving from building bigger models to making them useful, affordable, and dependable in production.

Across September 8’s tech coverage, inference infrastructure takes center stage. CoreWeave’s articles emphasize faster deployment and responsive autoscaling, citing latency reductions of up to 40% when serving EleutherAI models with NVIDIA Triton. Meanwhile, vLLM’s AgentX collaboration and GLM 5.3 optimization work target the demands of agentic workloads: long contexts, repeated interactions, and efficient memory use. An experimental setup reportedly running the 2.8-trillion-parameter Kimi K3 on a MacBook Pro at one token per second, streamed from four SSDs, illustrates both the possibilities and compromises of pushing large models onto constrained hardware.

That efficiency drive is reshaping enterprise infrastructure. Karmada’s CNCF graduation highlights growing demand for Kubernetes orchestration across multiple clusters and clouds. China Merchants Bank offers a concrete example, reporting accelerator utilization rising from 35% to above 60% and inference costs per million tokens falling by more than 60%. Coverage of sovereign agents on Google Distributed Cloud adds another priority: keeping increasingly capable AI systems within organizational data boundaries.

Closer to the hardware, Rust is gaining momentum on both sides of the GPU market. NVIDIA’s CUDA Rust announcement and AMD’s push to embed Rust throughout its GPU stack point toward a broader role for the language in accelerated computing.

The application layer is advancing, too. SPREEAI showcases photorealistic virtual try-on, while agent tooling tackles memory and stale context. Beyond AI, Ladybird’s improved video playback and debugging, a new chdb Postgres extension, and git-pkgs updates show continued investment in browsers, data movement, and developer workflows. The common thread is practical capability: turning ambitious technology into systems people can reliably use.

Featured Articles

Introducing CUDA Rust: Two Tracks for Writing GPU Kernels

In September 2026, NVIDIA announced it is leaning into native GPU programming in Rust. CUDA C++ and CUDA Python are mature, enterprise-grade toolchains, and NVIDIA will be growing and maturing CUDA Ru...

Keywords: rust nvidia, rust gpu, gpu rustconf, gpu rust, rust gpus, cuda rust, rust cuda, gpus rust, nvidia cuda, gpu cudarc
Source: developer.nvidia.com

Inference Deep Dive: How to Serve Inference Faster with Infrastructure That Scales Securely with You

Learn the common challenges around serving inference on the cloud, the infrastructure that optimizes performance, and why more companies are using CoreWeave Inference Service. With AI permeating nearl...

Keywords: inference cloud, inference services, cloud compute, inference service, model cloud, scaling inferenceservice, inference expensive, inference networking, premises cloud, serving inference
Source: wf.coreweave.com

Ray Summit 2026: Physical AI, RL, and the infrastructure that runs them all

Ray Summit 2026: Physical AI, RL, and the infrastructure that runs them all Ray Summit 2026 on August 24-26 brought together more than 2,000 attendees at the San Francisco Marriott Marquis for two day...

Keywords: rl infrastructure, rl training, ai rl, training ray, ray lessons, rl simulation, ai specialized, running rl, built ai, ai building
Source: anyscale.com

How SPREEAI trains the model behind photorealistic virtual try-on

A shopper uploads one photo. Ten seconds later, they’re looking at themselves wearing a garment from a brand's catalog, rendered photorealistically rather than approximated on an avatar. That’s the pr...

Keywords: garment images, garment photo, video garment, garment warp, garment photographed, estimation garment, garment data, garment appearance, garment looks, garment requests
Source: lambda.ai

Serving LLM Inference with NVIDIA Triton and Eleuther AI

NVIDIA Triton Inference Server helped reduce latency by up to 40% for Eleuther AI’s GPT-J and GPT-NeoX-20B. Efficient inference relies on fast spin-up times and responsive auto-scaling. Without it, en...

Keywords: software gpus, gpus cloud, accelerated computing, gpu model, tier gpus, gpus demand, gpus run, gpus, gpu platform, gpus needed
Source: wf.coreweave.com

Introducing chdb Postgres extension: High-performance imports from cloud storage

We're happy to announce a new Postgres extension: chdb. This extension expands Postgres import and export features via the chDB library, an in-process ClickHouse engine, providing efficient, flexible...

Keywords: pg_duckdb benchmarks, benchmarked chdb, performance pg_duckdb, aws_s3 benchmark, chdb performance, postgres chdb, compared chdb, import benchmark, chdb better, extension performance
Source: clickhouse.com

vLLM x AgentX: Optimizing for Real-World Agentic Serving

vLLM x AgentX: Optimizing for Real-World Agentic Serving TL;DR: Agentic workloads are becoming a major source of vLLM traffic. Their multi-turn sessions, long contexts, and extensive prefix reuse dema...

Keywords: agentic workloads, agentx benchmark, vllm agentic, benchmark vllm, agentic benchmark, vllm agentx, performance agentx, workloads vllm, agentx optimizing, throughput vllm
Source: vllm.ai

Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs

A fork of gavamedia/deltafin (MIT) running Kimi K3 from SSDs on Apple Silicon, with the ARGODRIVE storage work. The benchmark package, placement manifests and results are in k3-public-bench/ ; the mea...

Keywords: k3 ssds, k3 faster, silicon argodrive, throughput native, k3 consumer, argodrive storage, native storage, deltafin kimi, gavamedia deltafin, hardware fast
Source: github.com

Multi-Agents LLM Financial Trading Framework

[2026-08] TradingAgents v0.4.0 released with look-ahead / point-in-time fixes across FRED macro, social sentiment, and the decision-log memory; clearer decision signals; working CLI checkpoint resum...
Keywords: tradingagents supports, soon tradingagents, run tradingagents, support tradingagents_, tradingagents framework, tradingagentsgraph tradingagents, tradingagents v0, tradingagents provides, live tradingagents, 06 tradingagents
Source: github.com

This Month in Ladybird - August 2026

Hello friends! In August Ladybird gained video playback on Twitch, more video formats on YouTube, CSS scroll snap, JavaScript debugging in DevTools, downloads you can pause and resume, and session res...

Keywords: youtube implementation, ladybird videos, video twitch, sponsors ladybird, sponsors arnav, twitch formats, youtube css, formats youtube, video sites, twitch video
Source: ladybird.org

How Netflix Ships a Third of the Internet: The CDN They Had to Build

How Netflix Ships a Third of the Internet: The CDN They Had to Build In December 2015, Sandvine's Global Internet Phenomena report put Netflix at 37.05% of all downstream bytes on North American fixed...

Keywords: openconnect netflix, netflix technology, cdn netflix, netflix network, isp netflix, netflix serve, netflix launched, netflix content, netflix optimizes, delivering netflix
Source: devops-daily.com

CNCF and SlashData Report Highlights China’s Cloud Native Momentum as AI Moves to Inference

New research finds China’s IIoT developers (48%) outpace the global average (42%) in cloud native adoption as AI infrastructure matures Key Highlights:

CNCF and SlashData released the State of Cloud...
Keywords: cloud native, china cloud, developers china, embrace cloud, embracing cloud, ai native, native developers, native developer, growing cloud, developer ecosystem
Source: cncf.io

GLM 5.3 Optimizations, Part 1: Hybrid HiSparse Offloading in vLLM

GLM 5.3 Optimizations, Part 1: Hybrid HiSparse Offloading in vLLM TL;DR: vLLM is on a mission to make inference faster and cheaper to serve. In this two-part series we cover new optimizations we've in...

Keywords: glm optimizations, benchmarked glm, serving glm, glm vllm, glm served, running glm, agentic workloads, concurrency gpu, sparse offloading, agentic workload
Source: vllm.ai

Cloud Native Computing Foundation Announces Karmada Graduation

Multi-cluster, multi-cloud Kubernetes orchestration project reaches production maturity as global enterprises scale AI training and inference across hybrid infrastructure Key Highlights

Karmada has...
Keywords: cloud kubernetes, clusters clouds, multi cloud, kubernetes clusters, scalable cloud, infrastructure karmada, kubecon cloudnativecon, cluster kubernetes, kubernetes cluster, cloud native
Source: cncf.io

CNCF Welcomes New Silver Members as Enterprises Scale AI From Training to Inference

New members including SoftBank Corp. and Crusoe join the cloud native community to help build cost-efficient, sovereign infrastructure SHANGHAI, China – KubeCon + CloudNativeCon + OpenInfra Summit + P...

Keywords: infrastructure cloud, ai cloud, compute cloud, cloud native, cloud engineered, ecosystems cloud, ai infrastructure, computing infrastructure, reducing cloud, cloud costs
Source: cncf.io

APIs & Service Communication: The Essential Guide

Build AI Agents That Actually Remember Presented by MongoDB Learn how to build short- and long-term memory for AI applications using MongoDB, LangGraph, and vector search. This free, hands-on course c...

Keywords: mongodb learn, apis systems, mongodb, web apis, apis, apis rest, based apis, api model, using mongodb, enterprise apis
Source: blog.levelupcoding.com

The Evolution of Large Language Models and How They Stack Up

The rise of new large (and mega) language models with seemingly limitless applications are poised to change the world as we know it. As LLM parameters evolve into the trillions, CoreWeave is diving de...

Keywords: training coreweave, coreweave cloud, infrastructure coreweave, trillions coreweave, coreweave nvidia, achieved nvswitch, distributed training, training infrastructure, coreweave, training clusters
Source: wf.coreweave.com

CoreWeave Powers a World of Possibility with GPT-J

Serve GPT-J with the Industry’s Fastest Spin-up Times & Most Responsive Autoscaling The Key Advantages of GPT-J Trained on the Pile, EleutherAI’s 825 GiB language modelling data set, GPT-J is one of t...

Keywords: gpt faster, gpt nlp, nlp gpt, gpt eleutherai, datasets gpt, gpt better, gpt model, gpt trained, gpt largest, eleutherai gpt
Source: wf.coreweave.com

What’s new in git-pkgs

I’m on holiday this week, so here’s a listicle. Back in February I wrote up the fourteen Go modules behind git-pkgs, a git subcommand for exploring dependency history. The org now has around forty-fiv...

Keywords: git pkgs, pkgs git, pkgs deprecated, tools git, versionsgit pkgs, projectsgit pkgs, pkgs maintainers, git history, original github, list git
Source: nesbitt.io

CoreWeave Ranks as #1 AI Cloud, Backed by SemiAnalysis’s Platinum ClusterMAX™ Rating

We are proud that CoreWeave, the AI Hyperscaler™, was the only AI cloud provider to receive the highest Platinum rating based on SemiAnalysis’s ClusterMAX™ Rating System. ClusterMAX™ evaluated dozens...

Keywords: cloud clustermax, cluster coreweave, coreweave cloud, cloud coreweave, workloads clusters, ai cloud, coreweave ai, clusters supports, clusters nvidia, coreweave highly
Source: wf.coreweave.com

China Merchants Bank Wins CNCF End User Case Study Contest for Unifying AI Training and Inference on Kubernetes

New cloud native platform lifted average accelerator compute utilization from 35% to more than 60% and cut inference cost per 1 million tokens by more than 60% Key Highlights

China Merchants Bank, o...
Keywords: accelerator compute, accelerator resource, heterogeneous accelerators, heterogeneous accelerator, accelerator capacity, shared accelerator, accelerator cards, accelerators spend, unified cloud, cloud native
Source: cncf.io

Context Windows Don’t Know What’s Still True — I Built a Validity Layer That Does

Context Windows Don’t Know What’s Still True — I Built a Validity Layer That Does A context window can be technically complete and still describe a world that no longer exists. I built a deterministic...

Keywords: benchmark context_validity, context failures, stale context, context efficiency, deterministic executors, aware executor, run context, context decaying, core context_validity, aware execution
Source: towardsdatascience.com

AMD Working To 'Push Rust Deep into the GPU Stack'

Phoronix reports:

AMD is building out what they are describing as an "elite" team of developers for driving Rust code "deep into the GPU stack" from firmware to drivers, shader compilers, and other G...

Keywords: rust amd, gpus rust, software rust, using rust, rust based, amd isn, rust core, amd platforms, rust code, software amd
Source: developers.slashdot.org

CERN's migration path from CentOS Linux to Debian

CERN's migration path from CentOS Linux to Debian [LWN subscriber-only content] The European Laboratory for Particle Physics, usually just called CERN, is not only the birthplace of the World Wide Web...

Keywords: debian cern, linux cern, accelerator cern, cern accelerator, cern accelerators, cern linux, cern systems, cern infrastructure, cern labs, cern hardware
Source: lwn.net

From Sovereign Models to Sovereign Agents: kagent and agentgateway on Google Distributed Cloud | Solo.io

The next sovereign question For years, organizations with the strictest data requirements faced a real compromise: adopt frontier AI, or protect their data. Pick one. With Google’s Gemini models avail...

Keywords: governance google, cloud sovereign, sovereign ai, google cloud, cloud initiative, agents sovereign, google distributed, sovereign environments, cloud architecture, software sovereignty
Source: solo.io

Alibaba Cloud, Ant Group, Cambricon and Huawei Come Together in Shanghai to Advance the Open Source AI Stack at PyTorch Conference China

China’s leading AI technology companies Alibaba Cloud, Cambricon and Ant Group join the PyTorch Foundation as members Summary

Alibaba Cloud and Cambricon joined the PyTorch Foundation as Platinum me...
Keywords: conference china, cloud cambricon, cambricon huawei, ai china, shanghai organizations, cloudnativecon, alibaba cloud, huawei developers, organizations china, huawei pytorch
Source: pytorch.org

Delivering Real-Time Personalization with Databricks and Redis

Blog Delivering Real-Time Personalization with Databricks and Redis Why real-time matters A customer is browsing an e-commerce site. They search for running shoes, open a product, read reviews, and ad...

Keywords: continuously updates, batch architecture, pipelines refresh, time batch, pipelined batches, batches, processing streams, computing fresh, time pipelines, refresh schedule
Source: redis.io

CoreWeave Is the First Cloud Provider to Deploy NVIDIA H200 Tensor Core GPUs

Today, we are thrilled to announce that CoreWeave is the first cloud provider to bring NVIDIA H200 Tensor Core GPUs to the market. This latest launch adds to CoreWeave’s broad range of high-end NVIDIA...

Keywords: gpus coreweave, coreweave kubernetes, coreweave cloud, core gpus, clusters coreweave, gpu clusters, managed kubernetes, gpu infrastructure, cluster kubernetes, managed cloud
Source: wf.coreweave.com

Measuring real-time performance per dollar under continuous load: CostBench’s first end-to-end results

TL;DR Real-time performance per dollar depends on both the cost of keeping incoming data query-ready and how much work that preparation leaves for the query engine.

CostBench measures both effects a...
Keywords: queries workload, fast queries, query workload, query benchmark, cost queries, continuously queries, serverless bigquery, query efficiency, queries running, performance costbench
Source: clickhouse.com

Gonzo, CloudEvents, and the container that held while the policy didn't

Kubernetes Dashboard is archived. Lens is a subscription. Between those two, one project ended up as the answer to both - which made this week's Showdown block write itself. That's the shape underneat...

Keywords: kubernetes dashboard, kubernetes, integrations kubernetes, kubernetes pod, story kubernetes, paid kubernetes, pod logs, k9s plugin, headlamp kubernetes, terminal k9s
Source: podostack.com

How to Grow Past Senior Engineer

This newsletter is sponsored by orq.ai. Your next engineer might not be human Coding agents improve individual productivity. Orq.ai’s Software Factory goes further, it turns your SDLC into a governed...

Keywords: ai engineer, software engineer, improvement engineers, promote engineers, engineer architect, engineering leadership, new engineers, agents plan, engineering manager, knowledgeable engineer
Source: newsletter.eng-leadership.com

What is AI Inference? | SambaNova

The word “inference,” in English, means a conclusion drawn through reasoning and evidence. Similarly, AI inference relates to an AI model’s ability to infer, or extrapolate, conclusions in new situati...

Keywords: inference meaning, inference ai, ai inference, ai means, inference trained, inference knowledge, explains ai, inference engines, inference referred, inference relates
Source: sambanova.ai

Built for Reliability: How American Express Processes Payments at Scale

Test Your Auth Flow Without Production (Sponsored) Authentication is often the least-tested part of an app. Live environments need network access and real credentials, while mocks miss the failures th...

Keywords: test authkit, authentication tested, test auth, credentials mocks, auth flow, workos api, authorization flow, tested app, authkit, automated testing
Source: blog.bytebytego.com

Optimize vLLM speculative decoding with FastMTP heads

Autoregressive decoding makes large language model (LLM) inference memory-bandwidth bound: every token needs 1 full forward pass over billions of parameters, so the hardware spends most of its time mo...

Keywords: inference memory, benchmarking fastmtp, sequential mtp, training speculators, training deepseek, mtp training, instead memory, decoding training, inference engines, speculators mtp
Source: developers.redhat.com

Show HN: DriveSync – fast Git-styled Google Drive sync CLI

A small, fast command-line tool that keeps a local folder and a Google Drive folder in sync. Push local changes up, pull remote changes down, or just see what differs. Written in Rust, modelled on ode...

Keywords: scaleninja drivesync, gdrive dsync, drivesync source, drivesync, dsync diff, dsync sudo, dsync command, dsync source, folder dsync, download dsync
Source: github.com

The state of European cloud providers in 2026

The state of European cloud providers in 2026 Recently I went on the hunt for a new server provider for my personal use. I have been getting on quite well with an old laptop shoved into my utility clo...

Keywords: european cloud, eu cloud, cloud providers, cloud provider, eu clouds, cloud companies, sovereign cloud, public cloud, cloud services, google cloud
Source: crescentro.se

veRL on AMD: Production-Ready RL Post-Training on ROCm

veRL on AMD: Production-Ready RL Post-Training on ROCm# Reinforcement learning post-training on AMD Instinct GPUs is here — with a turnkey container, AITER-accelerated vLLM and SGLang rollout, and acc...

Keywords: accuracy mi300, mi355 verl, instinct gpus, gpus mi300, rollout mi350, training amd, rocm accelerated, amd mi350, mi300 dapo, validated mi300
Source: rocm.blogs.amd.com

Benchmarking Qwen3.8 27B quantizations: 4-bit holds up, 1-bit collapses

How much GPU RAM do you actually need to run Qwen3.8 27B without sacrificing quality? The full BF16 model weighs 55 GB, putting it beyond most consumer hardware. Yet the 17 GB Q4_K_M matches the full...

Keywords: q4_k_m 17gb, investigated qwen3, bf16 quantization, run qwen3, benchmarks gpqa, quality bf16, gpu memory, gpu ram, quantization q4_k_m, qwen3
Source: quesma.com

CAIOS Achieves 7+ GB/s per GPU on NVIDIA Blackwell Ultra

Earlier this year in March, we published the latest benchmarking results of CoreWeave AI Object Storage (CAIOS) on NVIDIA H100 GPU nodes, showing sustained throughput of over 2 GB/s per GPU across any...

Keywords: objects gpu, gpu performance, throughput gpu, gpu throughput, gpus caios, improvement gpu, latest benchmarking, thousands gpus, ultra gpu, gpu compute
Source: wf.coreweave.com

Coming Soon: Redefining AI and Graphics Performance with NVIDIA RTX PRO 6000 Blackwell Server Edition on CoreWeave

At CoreWeave, we have had a strong track record of accelerating our customers' AI journey by consistently leading the market—whether by being among the first to offer NVIDIA H100 and NVIDIA H200-power...

Keywords: ai gpu, evolution gpu, blackwell gpu, upcoming nvidia, gpu instances, nvidia upcoming, accelerated computing, gpu accelerated, edition gpus, nvidia rtx
Source: wf.coreweave.com

CoreWeave Launches AI Object Storage: A Cutting-Edge Object Storage Service Optimized for AI Workloads

The world of AI is evolving rapidly, and the need for performance-optimized, scalable, and secure storage solutions has never been greater. Today, at NVIDIA GTC, CoreWeave, the AI Hyperscaler®, proudl...

Keywords: cloud storage, storage ai, object storage, scalable storage, dedicated storage, storage infrastructure, storage dedicated, storage solutions, storage, storage engineered
Source: wf.coreweave.com

Inside the Arm Mali G2-Ultra NX GPU: Delivering desktop-class mobile gameplay with AI-native graphics

Inside the Arm Mali G2-Ultra NX GPU: Delivering desktop-class mobile gameplay with AI-native graphics Demands from mobile users continue to grow. They want richer visuals, smoother frame rates, and in...

Keywords: gpu ai, native gpu, gpu arm, gpu neural, nx gpu, native graphics, mali gpu, gpu architecture, gpu, gpu demands
Source: newsroom.arm.com

Looking Ahead to 2023: How CoreWeave Is Using NVIDIA GPUs to Advance the New Era of AI and Machine Learning

CoreWeave raised $100M in strategic funding in December 2022 to help build the infrastructure companies need for the future of AI. It’s exciting to see how moments this year helped lay the groundwork...

Keywords: gpus ai, core gpus, gpus coreweave, supercomputers, supercomputers nvidia, core gpu, based supercomputers, gpu training, accelerated computing, gpus
Source: wf.coreweave.com

Best GPU cloud for frequent short inference jobs | Hivenet

Short inference calls include chat turns, autocomplete, classification, retrieval and lightweight vision tasks. The challenge is to keep latency low and bills predictable without over-engineering infr...

Keywords: hivenet performance, utilization hivenet, workloads benchmark, workload hivenet, suitable workloads, latency queueing, managed compute, workloads inference, hivenet capacity, compute workloads
Source: hivenet.com

Mercury 2.5

Today, we’re releasing Mercury 2.5, our most capable production model yet. It is a significant step up in quality over Mercury 2, with the same low-latency, low-cost serving profile. Since Mercury 2’s...

Keywords: workload mercury, mercury capable, mercury comparable, quality mercury, mercury models, training mercury, budgets mercury, mercury vs, infrastructure mercury, vs mercury
Source: inceptionlabs.ai

Among European Companies That Use a CDN, Nearly 9 in 10 Use Cloudflare

A content delivery network sits in front of a website. Requests hit the CDN's edge servers first, which serve cached content, terminate TLS, filter traffic, and pass the rest back to the origin. That...

Keywords: companies cdn, web cdn, cdn company, cdn security, known cdn, cdn means, cdn data, cdn hosting, cdn vendors, cdn using
Source: ciphercue.com

Efficiently Serving NVFP4 Models on AMD Instinct™ MI350X/MI355X Accelerators via Online NVFP4 to Quark MXFP4 Requantization

Efficiently Serving NVFP4 Models on AMD Instinct™ MI350X/MI355X Accelerators via Online NVFP4 to Quark MXFP4 Requantization# A growing share of frontier open-weight models are available in NVFP4 forma...

Keywords: efficient nvfp4, nvfp4 emulation, performance mxfp4, mxfp4 compute, nvfp4 compute, nvfp4 checkpoints, running nvfp4, implementation nvfp4, emulate nvfp4, nvfp4 natively
Source: rocm.blogs.amd.com

Export TrueFoundry AI Gateway traces to Opik with OpenTelemetry

When an LLM call is slow, expensive, or wrong, you want to see the whole request: the prompt, the model, the tokens, the tool calls, the latency. If your traces live in one tool and your evaluation li...

Keywords: llms openai, gateway traces, traces gateway, opentelemetry traces, llm gateway, gateway exporting, opik tracing, gateway opentelemetry, gateway opik, export gateway
Source: live-comet-marketing-site.pantheonsite.io

How Quant Researchers Are Redefining Mission-Critical Infrastructure for the AI Era

In quantitative research, infrastructure has always been synonymous with having an edge. High-performance compute wasn’t just a supporting function; it was the silent engine enabling alpha generation,...

Keywords: teams optimize, infrastructure overhead, critical infrastructure, innovation infrastructure, infrastructure mission, infrastructure accelerate, rethink infrastructure, experimentation infrastructure, infrastructure scale, infrastructure explore
Source: wf.coreweave.com

Inside Arm CSS for Mobile 2: The AI-native compute platform for mobile

Inside Arm CSS for Mobile 2: The AI-native compute platform for mobile Agentic AI changes the mobile experience from answering questions to turning intent into action through gathering relevant contex...

Keywords: mobile compute, platform compute, compute platform, compute mobile, native compute, ai cpu, platform optimized, programmable compute, natively gpu, compute engines
Source: newsroom.arm.com

Kubernetes access via an identity provider: Public client, not confidential

Access control belongs on the same day-zero checklist as networking and storage. On most on-prem clusters, it never makes the list. The Identity Gap Managed cloud Kubernetes ships IAM or SSO integrati...

Keywords: kubernetes oidc, kubectl authenticates, kubernetes secret, cluster access, identity kubectl, kubectl auth, cluster authentication, kubeconfig authenticating, kubectl oidc, file kubernetes
Source: cncf.io

Local vs Online AI Image Generation (2026): Cost, Quality, NSFW & Speed

Local or online: which should you choose in 2026? Start online if you generate occasionally, work from a laptop or phone, or need conversational editing. Start locally if you already own a suitable GP...

Keywords: expensive gpu, production gpu, online model, gpu local, local hardware, buy gpu, suitable gpu, hardware local, pricing openai, local online
Source: airmore.ai

Scaling Reinforcement Learning with torchforge on CoreWeave Cloud

Scaling RL on CoreWeave with torchforge CoreWeave continues to make Reinforcement Learning (RL) easy to use and scalable for researchers and developers. After launching the first publicly available Se...

Keywords: coreweave ai, coreweave torchforge, gpus coreweave, torchforge coreweave, cluster torchforge, coreweave infrastructure, ai cloud, torchforge provides, rl coreweave, coreweave cloud
Source: wf.coreweave.com

Best Meeting Bot API for Recruiting (2026)

Best Meeting Bot API for Recruiting (2026) Find the best meeting bot API for recruiting: ATS integration, interview transcripts, structured candidate notes, and pricing across MeetStream and rivals. A...

Keywords: bot interview, meeting bot, interview_meeting_link bot_name, recruiting bot, bot_name interview, start_interview_bot, def start_interview_bot, start_interview_bot interview_url, interview_url bot_name, recruiting meeting
Source: meetstream.ai

Extreme Server Side Rendering

What is (Normal) Server Side Rendering? Before we get into extreme server side rendering (XSSR), we have to talk about normal server side rendering (SSR). This comes in two flavours, which I'm calling...

Keywords: server rendering, rendering xssr, server javascript, disk html, render web, xssr page, html disk, page server, html web, rendering ssr
Source: scd31.com

NetBSD GSoC 2026 Testing Compat Linux Syscall testing

Google Summer of Code 2026 Reports: Testing Compat Linux: Syscall testing, part 2 This report was written by Henrique Brito as part of Google Summer of Code 2026. It is the 2nd part of a series. You c...

Keywords: syscall testing, testing syscall, runtest syscalls, tests syscall, syscall_tested, syscalls test, tests netbsd, syscall test, netbsd kernel, syscall implementations
Source: blog.netbsd.org

Bring Flexibility Back to the Cloud for AI Innovation

For a long time the cloud sold a simple idea. You could start small, scale infinitely, and pay only for what you used. That promise created space for new ideas to flourish because the “what if this wo...

Keywords: scaling demand, innovation cloud, ai demand, capacity demand, capacity plans, capacity tradeoffs, plans clouds, ai capacity, innovate capacity, cloud customers
Source: wf.coreweave.com

How I cut coding agent costs with model and harness routing

Author’s note: Model’s change, and by the time you’re reading this, you’ll probably be experimenting with the next one (like Astra or Fable 5.1). But the lessons in here are relevant regardless of wha...

Keywords: ai budget, cost models, agent cost, cost model, agent economics, workflow cost, task cost, reasoning cost, agentic tasks, model cost
Source: arize.com

I contributed to Golang, here is how you can too

Go is a huge open source project, and like any big project, it has its own set of contribution guidelines and gotchas, which are important to understand before you create your first patch. Let me guid...

Keywords: github, repository golang, github want, use git, github repository, repositories googlesource, live github, run git, repo git, gitcookies googlesource
Source: packagemain.tech

Powering the Future of Innovation: How CoreWeave Is Advancing AI Cloud Performance With BlueField-4

The generative AI revolution isn’t coming — it’s already here and actively transforming every industry around the world. As models grow larger and workloads more complex, traditional cloud architectur...

Keywords: cloud nvidia, nvidia bluefield, ai cloud, ai clouds, ai nvidia, breakthrough nvidia, cloud architectures, cloud ai, coreweave ai, ai bluefield
Source: wf.coreweave.com

PyCon Cameroon 2026: Cameroon’s First PyCon Comes to Yaoundé

PyCon Cameroon 2026 is set to bring Python developers, data scientists, AI enthusiasts, entrepreneurs, and technology professionals together in Yaoundé, Cameroon, from September 17 to 19, 2026. Presen...

Keywords: pycon cameroon, cameroon pycon, python cameroon, pycon conference, official pycon, 2026 pycon, cameroon conference, python conference, pycon, ubucon cameroon
Source: clcoding.com

The Shared Clipboard Inside the Sandbox: Cross-Account Data Leakage in ChatGPT

Research by: Alexey Bukhteyev Over the past several years, AI assistants have moved far beyond text generation. Modern systems can execute code, install additional dependencies, analyze user files, an...

Keywords: task attacker, data attacker, ai assistants, malicious instruction, attacker task, agent access, protecting user, inside security, execution containers, security
Source: research.checkpoint.com

We Are CoreWeave

We are CoreWeave: an accelerated cloud focused on compute intensive workloads. We provide a suite of value-added services on top of access to GPU compute at scale, helping the CGI & AI/ML markets buil...

Keywords: gpu infrastructure, nvidia cloud, accelerated cloud, gpus fleet, gpu compute, cloud infrastructure, gpus including, priced compute, gpus, gpus able
Source: wf.coreweave.com

Automatically detecting AI text in my browser

Automatically detecting AI text in my browser Automated AI text detection is currently an underserved niche. The only game in town is Pangram, which does an excellent job but desperately needs more co...

Keywords: text detection, ai text, scans text, detecting ai, ai content, ai detection, automatically detecting, text websites, automatic ai, automated ai
Source: seangoedecke.com

How AI Clusters for Enterprises Are Evolving Ahead of 2025

The scale and pace of innovation around AI infrastructure is truly incredible. It’s fantastic, and I’m not just saying that because I’m a hardware guy. My teams focus on designing, testing, and valida...

Keywords: supercomputers need, ai infrastructure, core gpus, building clusters, supercomputers, ai hardware, hardware thoughts, performance clusters, supercomputers world, gpu optimized
Source: wf.coreweave.com

How to unlock the full potential of HCS (and why it is not a database)

TL;DR

Hedera Consensus Service (HCS) is a decentralized, tamper-resistant, fairly ordered event log.
When HCS is used for what it does best: ordering events, anchoring state changes, and proving d...
Keywords: hedera hcs, hcs useful, hcs authoritative, hcs application, hcs decentralized, hcs database, hcs data, using hcs, database hcs, use hcs
Source: hedera.com

Quarkus HTTP Problem: Standardize API Errors Without Three Mappers

Last year I published a Quarkus RFC 7807 error-handling tutorial. I wrote three exception mappers: one for technical failures, one for business failures, and one for Bean Validation. That version give...

Keywords: exceptionmapper puts, exception mapping, custom exceptionmapper, exceptionmapper, exceptionmapper application, exception mappers, focused exceptionmapper, handles exceptions, webapplicationexceptionmapper, webapplicationexceptionmapper returns
Source: the-main-thread.com

CoreWeave Empowers Real-Time Collaborative Filmmaking with Spire Animation Studios

Radically Collaborative Co-founded by veteran animation producer Brad Lewis (Ratatouille; How to Train Your Dragon: The Hidden World) and industry entrepreneur P.J. Gunsagar (Cofounder of Prana Studio...

Keywords: spire animation, spire studios, process spire, develop spire, animation infrastructure, spire immerse, animation studios, collaborative animation, animation company, spire coreweave
Source: wf.coreweave.com

CoreWeave Leads the Way with First NVIDIA GB300 NVL72 Deployment

Visuals courtesy of Switch At CoreWeave, we don’t follow a traditional roadmap for building AI infrastructure. We’re pioneering AI infrastructure while engineering faster and smarter. Building on our...

Keywords: benchmarks nvidia, performance nvidia, innovations nvidia, ai cloud, better gpu, higher nvidia, nvl72 performance, nvidia latest, performance gpu, nvl72 cloud
Source: wf.coreweave.com

OUI-1: world's first model for Generative UI

OUI-1 is a finetuned DiffusionGemma model that writes user interfaces in openui-lang. It is 26BA4B model that can run on consumer grade GPU (RTX 5090, at FP8), and the weights are on Hugging Face unde...

Keywords: reliable interfaces, realizing openui, interfaces future, interfaces openui, software interfaces, reliability openui, useful interfaces, hardware cloud, hardware oui, oui benchmark
Source: openui.com

The Economics of Agentic AI: Cost Advantages of Dell AI Factory with NVIDIA

The Economics of Agentic AI: Cost Advantages of Dell AI Factory with NVIDIA vs Public Cloud from Pilot to Scale

Mitch Lewis Compared with frontier APIs, savings can reach up to 93% for server soluti...
Keywords: dell ai, ai cost, ai workloads, agentic workloads, ai deployments, costs dell, nvidia compared, ai factory, evaluated dell, nvidia vs
Source: signal65.com

Agentic analytics with the Data Agent Kit

Agentic analytics with the Data Agent Kit Jeff Nelson Developer Advocate, Google Imagine your director sends you a chat message Monday morning: Our average order value dropped 7% in January, but total...

Keywords: agentic analytics, data agent, workflows agents, agentic workflows, agent tools, agent job, ask agent, agent queried, agents run, agent
Source: cloud.google.com

AI Storage Without Limits: Exploring the Latest CoreWeave AI Object Storage Expansions

Reframing the AI Storage Challenge Every iteration of AI innovation runs headlong into the same challenge—data. Models get faster, more capable, and more compute-intensive, but the infrastructure supp...

Keywords: ai storage, storage ai, storage accelerates, object storage, benchmark storage, data mobility, storage pace, compute storage, storage enhancements, storage guarantees
Source: wf.coreweave.com

Burst Compute: Scaling Workloads Across Thousands of GPUs in the Cloud, Instantly

The smartest companies are evolving toward more flexible, on-demand cloud infrastructure using a technique called burst compute, which provides enterprises with accessible, efficient, and cost-effecti...

Keywords: burst compute, computing burst, demand gpus, gpus parallel, accelerated workloads, gpus instantly, thousands gpus, workloads cloud, compute burst, running burst
Source: wf.coreweave.com

CoreWeave’s NVIDIA GB300 NVL72 Production-Ready Instances for Enterprise AI, Featuring NVIDIA Blackwell Ultra GPUs, Deliver More Than 6x Performance Gain on DeepSeek R1

For leaders in the generative AI space, the race to build more powerful and efficient models is relentless. Every percentage point of performance gained equates to faster innovation, better user exper...

Keywords: benchmark deepseek, inference deepseek, ai workloads, ai benchmarks, coreweave ai, models memory, demanding ai, built ai, ai performance, ai cloud
Source: wf.coreweave.com

Power agent hubs or custom harnesses with the Antigravity SDK in one toolkit

Power agent hubs or custom harnesses with the Antigravity SDK in one toolkit Wei Yih Yap Forward Deployed Engineer, Google Cloud Paul Datta Practice Customer Engineer, Google Cloud Enterprise agent ad...

Keywords: antigravity sdk, antigravity agent, agent hubs, sdk agents, sdk agent, agent hub, powered agents, powered antigravity, agent runtime, sandbox antigravity
Source: cloud.google.com

Reverse engineering my e-scooter and rewriting the firmware in rust

Reverse engineering my e-scooter and rewriting the firmware in rust Introduction Last year, I bought myself an Egret GT. It’s an e-scooter that touts a range of 100km and has very large tyres which ma...

Keywords: scooter firmware, firmware scooter, mode scooter, scooter touchscreen, 91usize scooter_display, scooter display, controlling scooter, unlock scooter, secure scooter, scooter configured
Source: bensimms.moe

The Agent That Never Merges

Most mornings now I open my laptop to a queue instead of an inbox. Overnight, while Chris and I were asleep, an agent read our open GitHub issues, decided which ones were ready to build, picked the ol...

Keywords: agent builds, agent review, reviewed agent, agents maintenance, agent work, agent decide, agent write, build pipeline, review agent, plans builds
Source: allen.hutchison.org

Worse is better: C# versus F#

Worse is better: C# versus F# by Mark Seemann C# is a great programming language, but F# is better. This article is part of a series called Worse is better, in which I muse on technologies and techniq...

Keywords: haskell comparing, java haskell, net languages, net language, haskell, programming languages, comparing languages, programming language, programming supports, haskell exists
Source: blog.ploeh.dk

Attack Chaining: When Low-Severity Vulnerabilities Combine into High-Risk Attack Paths

Your backlog is full of low- and medium-severity vulnerabilities nobody is planning to fix. A profile page leaking information. A reset endpoint with no rate limit. A form missing a CSRF check. These...

Keywords: severity vulnerabilities, exploits severity, vulnerability severity, severity issues, backlog vulnerability, severity flaws, scoring vulnerabilities, vulnerabilities escalate, vulnerabilities largely, additional vulnerabilities
Source: cycode.com

Build durable agents with Temporal and Lakebase

by Sam Ingbar A personal-loan underwriting agent gathers evidence, applies policy, and may wait days for a reviewer. During that time, workers can restart and tool calls can fail. The application must...

Keywords: lakebase agentworkflow, lakebase temporal, lakebase writes, temporal lakebase, concurrency lakebase, databricks manages, policy lakebase, lakebase write, temporal workflow, committed lakebase
Source: databricks.com

How KDDI built Buffmee, a faster, reliable consumer RAG app

How KDDI built Buffmee, a faster, reliable consumer RAG app Junichi Kashino Platform Business Strategy Department, KDDI Miki Katsuragi AI Consultant, Google Cloud Japan When building consumer-facing g...

Keywords: app buffmee, buffmee app, kddi automated, ai service, buffmee consumer, kddi performance, kddi successfully, knowledge app, app, app description
Source: cloud.google.com

Latest open artifacts (#24): Motif-3, GLM-5.3, Hy4-preview and open model licenses

Avid Artifacts readers know that we have been covering not only models but also their licenses for quite some time. There was a period when custom licenses were all the rage, for example the custom Qw...

Keywords: models licenses, licenses deepseek, license deepseek, custom licenses, models adopting, licenses google, licenses, open licenses, open models, licenses quite
Source: interconnects.ai

Best GPUs for Rendering: How to Pick the Right Instance for Your Renders on Conductor

In Summary:

With Conductor on CoreWeave, Conductor users now have more high-performance compute options to complete their renders in less time and at a lower cost.
The most powerful GPU may not al...
Keywords: gpus coreweave, conductor nvidia, gpus rendering, consider gpu, gpus performance, architecture nvidia, performance nvidia, gpus primarily, gpu best, performance gpu
Source: wf.coreweave.com

CoreWeave Deploys the Largest Fleet of NVIDIA A40 GPUs in North America

What you should know: CoreWeave is adding thousands of the powerful new NVIDIA A40 GPUs to their already wide selection of specialized offerings. Why it matters: The NVIDIA A40 is the world’s most pow...

Keywords: nvidia coreweave, nvidia a40, a40 nvidia, a40 gpus, specs nvidia, gpu offerings, powerful nvidia, gpu visual, selection nvidia, nvidia elite
Source: wf.coreweave.com

CoreWeave Partners with EleutherAI & NovelAI to Make Open-Source AI More Accessible

EleutherAI’s GPT-NeoX-20B and GooseAI’s NLP-as-a-Service deliver a massive step forward for large language models on top of CoreWeave Cloud. Springfield, New Jersey – February 2, 2022 – CoreWeave, a s...

Keywords: openai gpt, developed openai, openai, ai coreweave, apis gooseai, specialized cloud, gpt neox, cloud solutions, gpus specialized, gpus
Source: wf.coreweave.com

OpenAI expands initiatives to support journalism from classrooms to newsrooms

OpenAI expands initiatives to support journalism from classrooms to newsrooms OpenAI is launching a major, multi-faceted initiative to support the journalism ecosystem with tools, training, partnershi...

Keywords: openai journalism, journalism initiative, journalism future, newsrooms openai, ai journalism, strengthening journalism, journalism ecosystem, journalism classrooms, journalism ai, make journalism
Source: openai.com

The Upstash MCP Server Is Now Remote

The Upstash MCP Server Is Now Remote Our MCP server has been around for a while, but only as a local one: your client spawned it with npx , and you gave it a Developer API key. That works on a laptop...

Keywords: oauth upstash, upstash account, server upstash, upstash consent, upstash mcp, upstash console, install upstash, upstash plugin, https upstash, explore upstash
Source: upstash.com

Ask an Engineer: What Is Node Lifecycle Management and Why Does It Matter for ML Training and Inference?

Large-scale AI clusters require a different approach than traditional massively parallel processing. While these clusters deliver the speed and performance needed for generative AI, they require caref...

Keywords: gpu clusters, cpu clusters, gpu training, gpu fleet, performance cluster, ai clusters, clusters fastest, clusters training, cluster job, processing clusters
Source: wf.coreweave.com

Distributed tracing for CI pipelines without touching a single workflow file

You’ve probably felt this one: GitHub Actions usage creeps up across your org, and your actual visibility into it doesn’t keep pace. Which workflows are slow? Which are flaky? How long are jobs sittin...

Keywords: workflows slow, github actions, github insights, pace workflows, github enterprise, rollout github, github telling, doing github, felt github, team workflow
Source: cncf.io

Introducing SUNK: A Slurm on Kubernetes Implementation for HPC and Large Scale AI

This article was originally published on VMblog as part of KubeCon 2023. SUNK, an implementation of Slurm on Kubernetes. Learn how it works. In the HPC and AI world, there are two kings: Slurm for sch...

Keywords: slurm kubernetes, kubernetes slurm, slurm scheduling, slurm scheduler, workloads kubernetes, kubernetes workloads, kubernetes scheduler, slurm cluster, jobs kubernetes, slurm jobs
Source: wf.coreweave.com

MLPerf Results: CoreWeave and NVIDIA Showcase Record-Breaking, Cloud Native AI Supercomputer

CoreWeave and NVIDIA MLPerf Submission: In Summary

CoreWeave, in a joint submission with partner NVIDIA, delivered record-breaking performance on MLPerf workloads, including the new GPT-3 LLM benchm...
Keywords: coreweave nvidia, nvidia coreweave, core gpus, cloud supercomputer, nvidia mlperf, gpus coreweave, processors nvidia, coreweave supercomputer, nvidia quantum, benchmarking consortium
Source: wf.coreweave.com

Pretraining progress is mostly coming from data

How much of the rapid progress in AI that we’ve seen over the last few years1 has come from data versus model improvements? The answer has big implications for the economics of frontier labs and the p...

Keywords: olmes benchmark, olmes evaluation, model improvements, overall ai, ai progress, evaluate models, empirically improve, model performance, efficiency improvements, epochs empirically
Source: dwarkesh.com

Right-Sizing Training Workloads with NVIDIA A100 and A40 GPUs

Manage the Right Portfolio of NVIDIA Compute With the industry’s widest selection of NVIDIA GPUs, and North America’s largest inventory of on-demand NVIDIA A40 GPUs, CoreWeave is helping companies dep...

Keywords: architecture nvidia, nvidia compute, training nvidia, core gpu, a100 gpu, a100 gpus, gpus performance, gpu fleet, memory nvidia, gpu instances
Source: wf.coreweave.com

The New Power Grid: Evaluating Specialized Infrastructure for AI

In Summary:

AI companies looking to keep pace with the rapidly changing industry face a common challenge: How to plan for and access the GPU infrastructure needed to train and serve models.
CoreWe...
Keywords: ai gpu, core gpus, leverage gpus, gpu infrastructure, core gpu, performance gpus, gpus important, ai iphone, gpus latest, a100 gpus
Source: wf.coreweave.com

DLSS5VKLayer Wires Up NVIDIA DLSS 5 For Native Linux Games & Steam Play

DLSS5VKLayer Wires Up NVIDIA DLSS 5 For Native Linux Games & Steam Play An interesting new open-source project for those looking to make use of NVIDIA DLSS 5 on Linux is DLSS5VKLayer. The DLSS5VKLayer...

Keywords: linux vulkan, vulkan, frames vulkan, dlss5vklayer linux, linux dlss5vklayer, vulkan layer, implicit vulkan, dlss5vklayer gui, dlss5vklayer project, nvidia dlss
Source: phoronix.com

How I Passed the AWS Solutions Architect Associate Exam in Under a Month by Doing It Backwards

-35e7a49c6df5---4 crawled_date: 2026-09-08T10:39:46.730361+00:00 feed_url: https://aws.plainenglish.io/feed published: Tue, 08 Sep 2026 09:59:57 GMT

How I Passed the AWS Solutions Architect Assoc...

Keywords: studying aws, learn aws, passed aws, infrastructure aws, aws solutions, server exam, ran aws, exam course, coming exam, learning amazon
Source: aws.plainenglish.io

Introducing SafeDep Threat Intel

Introducing SafeDep Threat Intel SafeDep Threat Intel is now available as an add-on to any paid plan. It gives SOC and cyber defense teams the malicious package intelligence behind SafeDep’s platform....

Keywords: intel safedep, safedep threat, malicious package, malicious packages, safedep io, threat intel, introducing safedep, safedep platform, latest safedep, malware supply
Source: safedep.io

SAP Patches Critical Extended Passport Processing Vulnerability

SAP released 20 new and updated security notes on Tuesday, including one that resolves a critical-severity memory corruption vulnerability. Tracked as CVE-2026-44756 (CVSS score of 10/10), the critica...

Keywords: opens sap, requests sap, sap, security defect, sap control, sap applications, exploits related, vulnerable functionality, resolved sap, exploits
Source: securityweek.com

Show HN: LLM Attention Visualization

LLM Attention Visualization A visualization of the attention mechanism in LLMs. One interesting thing about transformer-based large language models are that, during the generation phase, it is able to...

Keywords: attention visualization, visualization attention, calculating attention, attention mechanism, llm attention, aggregated attention, attention, token affects, affects token, attention weight
Source: ishamf.dev

8 Years of Amazon ElastiCache: From Redis 5 to Valkey 9 at 32% Lower Cost

-35e7a49c6df5---4 crawled_date: 2026-09-08T10:39:46.730361+00:00 feed_url: https://aws.plainenglish.io/feed published: Tue, 08 Sep 2026 09:59:11 GMT

From Redis 5 to Valkey 9 at 32% Lower Cost Ove...

Keywords: elasticache cost, elasticache price, elasticache cluster, elasticache performance, gb elasticache, amazon elasticache, elasticache redis, performance elasticache, 2020 elasticache, aws elasticache
Source: aws.plainenglish.io

CoreWeave delivers another industry first: End-to-end automated user provisioning for Slurm clusters

Managing user access to compute clusters is often slow, manual, and error-prone. Researchers wait for credentials. Administrators spend hours configuring users and fixing permissions instead of focusi...

Keywords: kubernetes clusters, coreweave kubernetes, ai cloud, cluster administrators, kubernetes integration, cloud ai, slurm kubernetes, capability cloud, cloud aup, coreweave cloud
Source: wf.coreweave.com

CoreWeave to Offer New 4th Gen Intel Xeon Scalable Processors for Accelerated CPU Performance

Faster spin-up times. Better performance. Meet the new 4th Gen Intel Xeon Scalable processors. On January 10, Intel launched its new 4th Gen Intel Xeon Scalable processors—which will soon be available...

Keywords: processors nvidia, xeon scalable, xeon cpus, intel xeon, scalable processors, performance supercomputer, rapids processors, processors soon, nvidia hgx, coreweave cpu
Source: wf.coreweave.com

Incremental ingestion for Salesforce formula fields in Lakeflow Connect will soon be generally available

What's coming? Learn about features and behavioral changes in upcoming Databricks releases. Incremental ingestion for Salesforce formula fields in Lakeflow Connect will soon be generally available Inc...

Keywords: job databricks, schedule genie, pipelines apps, incrementally genie, jobs pipelines, job pipeline, plan databricks, databricks plans, scheduled tasks, cloud databricks
Source: docs.databricks.com

Microsoft revives Bill Gates’ “PC on every desk” promise for Windows 11, now it means AI

It’s been more than 6 years since Bill Gates officially severed all formal corporate ties with Microsoft, but his vision from 40 years ago is still at play with an even more ambitious agenda. “If you...

Keywords: ai infrastructure, cloud inference, linton microsoft, cloud, machines microsoft, ai gates, windows ai, cloud available, supercomputers, pc ai
Source: windowslatest.com

Announcing General Availability: Web Console – Your Modern In-Browser IDE

We are thrilled to announce that Web Console is now Generally Available (GA)! What is Web Console? Web Console is a modern, browser-based IDE designed to help developers work faster inside the platfor...

Keywords: web console, console web, console developer, developer console, console setup, console built, console improves, console differs, console lightweight, console modern
Source: developer.salesforce.com

CoreWeave, Specialized Cloud Provider, Raises $50 Million in New Capital from Magnetar

Investment helps company scale its specialized cloud offering following remarkable year of growth Springfield, New Jersey – November 10, 2021 – CoreWeave, a specialized cloud provider built for NVIDIA...

Keywords: infrastructure coreweave, coreweave business, coreweave offers, coreweave specialized, nvidia coreweave, future coreweave, ceo coreweave, growth coreweave, coreweave elite, financing coreweave
Source: wf.coreweave.com

How to build a f**king printer

How to build a f**king printer I was planning to build an e-ink display when I came across the Xteink X3 online. Somewhere in the fine print, it said the thing was fully programmable. I was sold. When...

Keywords: internet printing, king printer, printing protocol, printer, printer implementation, printing, printed xteink, printer server, printer planning, printer intermediate
Source: nishantjosh.dev

LLVM Merges Support For AMD's RMPCHKD, RMPREAD & RMPOPT Instructions

LLVM Merges Support For AMD's RMPCHKD, RMPREAD & RMPOPT Instructions With the Linux kernel still working toward landing support for AMD's RMPOPT optimization for helping to reduce overhead on SEV-SNP...

Keywords: llvm merges, amd rmpopt, rmpopt supported, amd rmpchkd, llvm amd, rmpopt support, memory rmpopt, rmpopt ll, support rmpopt, rmpread instruction
Source: phoronix.com

New System Turns Train Movements into Electricity

Every time a heavy freight train rolls down the tracks, it generates substantial mechanical forces and vibrations due to its weight and momentum. Usually, all of that energy gets lost into the ground....

Keywords: energy trains, energy train, tracks powering, energy tracks, vibrations trains, moving tracks, movement trains, energy storage, captures energy, regen tracks
Source: tomorrowsworldtoday.com

When Serverless Gets a VM Boundary: Choosing Lambda MicroVMs for the Right Workloads

-35e7a49c6df5---4 crawled_date: 2026-09-08T16:40:59.380185+00:00 feed_url: https://aws.plainenglish.io/feed published: Tue, 08 Sep 2026 16:01:06 GMT

<figure><img alt="" src="https://cdn-images-1....

Keywords: services aws, lambda aws, aws lambda, functions aws, service aws, aws manages, resource aws, aws environment, artefact aws, aws introduced
Source: aws.plainenglish.io

Why Leading AI Teams Rely on CoreWeave Mission Control™

New capabilities deepen transparency and deliver insights that keep workloads running at scale The story of AI over the last two years has been all about scale—more GPUs, larger clusters, bigger model...

Keywords: ai infrastructure, ai cloud, ai workloads, insights workloads, cloud ai, ai gpus, capabilities deepen, gpus clusters, ai initiatives, ai scale
Source: wf.coreweave.com

Write Things Down

Listen to this post: It was Merlin Mann and his 43folders website who introduced me to David Allen and Getting Things Done. Getting Things Done, a book which I have gifted multiple people, is first an...

Keywords: memory mind, memory, ram brain, store brain, comprehend ram, memory space, memory way, mental overload, ram analogy, term memory
Source: stratechery.com

10 Rare SQL Features Every Developer Should Know

Most developers use maybe 20 percent of SQL's capabilities. They write SELECT , JOIN , and GROUP BY , and stop there. But SQL has a second layer - features that turn a page of application code or thre...

Keywords: sql features, sql capabilities, database features, standard sql, query uses, sql standard, queries simpler, queries create, table expressions, separate queries
Source: antondevtips.com

Agent of the Day – September 8, 2026

Agent of the Day – September 8, 2026 Every toolchain rots a little every day. Dependencies drift, CLIs ship silent patches, base images get new digests — and nobody notices until something breaks in C...

Keywords: agent day, agent check, toolchain drift, checker agent, process agent, toolchain rots, cli version, today agent, agent like, agent needs
Source: github.github.com

CoreWeave Opens New Data Center in Las Vegas, Opening Specialized Cloud Capabilities for West Coast Firms

What You Should Know: CoreWeave, the leading specialized cloud provider, has opened a cutting-edge new data center in Las Vegas. Why it matters: With an expanded West Coast presence, firms across the...

Keywords: coreweave cloud, data centers, vegas coreweave, pipeline cloud, data center, specialized cloud, cloud infrastructure, coast coreweave, flexible cloud, cloud solution
Source: wf.coreweave.com

Deploy BLOOM-176B on CoreWeave

BLOOM, a radically open-sourced new mega LLM is one of the most important AI models released to date and you can now deploy BLOOM as an InferenceService on CoreWeave today – click here to see how. Why...

Keywords: bloom ai, models bloom, openai gpt, gpt bloom, open sourced, like openai, openai, source models, 000 researchers, bloom
Source: wf.coreweave.com

FreeBSD 14.5 Released With Hardware Support Improvements, Many Bug & Security Fixes

FreeBSD 14.5 Released With Hardware Support Improvements, Many Bug & Security Fixes For those that haven't yet made the move to FreeBSD 15 with still relying on FreeBSD 14 in production, out today is...

Keywords: relying freebsd, usage freebsd, release freebsd, mac hardware, freebsd, available freebsd, freebsd discovered, freebsd 14, base freebsd, freebsd 15
Source: phoronix.com

How to Learn AI Engineering: Why You Should Start Without Frameworks

Are you learning AI engineering by starting with a framework? Here’s the advice I gave a data engineer this week. It probably applies to you too. I’ll call him Sameer. 3+ years of building data pipeli...

Keywords: ai engineering, frameworks automate, building agents, agent builders, automate hard, agent tools, learning ai, python frameworks, starting framework, automate
Source: superdatascience.com

Linguistic drift at the frontier

I've noticed some strange behavior coming out of the top frontier models lately. Models are getting better and better at coding, design, problem solving, and more. However, when it comes to prose, I c...

Keywords: term seam, seam represent, talking seams, talk seams, mentioning seam, seam, seam adopt, word seam, seams, seams time
Source: pydantic.dev

Render a PDF table of contents with react-pdf outline

Render a PDF table of contents with react-pdf outline Table of contents react-pdf — using the Outline component to render a PDF’s bookmark tree, handle item clicks for page navigation, and style the o...

Keywords: react pdf__outline, react pdf, pdfs outline, pdf outline, pdf bookmark, pdf outlines, navigation pdf, render pdf, contents react, rendering pdfs
Source: nutrient.io

Type inference has usability problems (2019)

I build tools for people TL;DR: Type inference is pushed by many tools and languages, but there is little evidence that it is beneficial. I argue that it may hinder comprehension and increase cognitiv...

Keywords: type inference, inference typing, understand types, variable types, type use, using type, type type, variable type, type information, type takes
Source: austinhenley.com

What Benchmark Data Says About Deterministic SAST and Agentic Code Scanning

Much of the debate about agentic code scanning revolves around three core questions: Do more capable models find more vulnerabilities? Where does deterministic, rules-based SAST still fit? What does t...

Keywords: ai scanning, ai security, weaknesses agentic, agentic code, analysis agentic, scanning sast, coding agent, agent findings, rules agent, agent reasoning
Source: cycode.com

How Climate Resilient Are the Largest Cities?

Climate Risk and Adaptation in Global Cities

Executive Summary This report analyzes the 72 of the world’s largest cities through the lens of AlphaGeo’s Climate Risk & Resilience Index (CRRI). It se...

Keywords: cities resilient, cities resilience, urban resilience, climate resilience, adaptation cities, cities adaptation, risk resilience, exposure resilience, resilience index, geography climate
Source: alphageo.ai

Hyper-𝜏-bench: Evaluating agents that build agents

Hyper-𝜏-bench: Evaluating agents that build agents We built 𝜏-bench in 2024 to answer a question that felt novel at the time: Can a model act as a reliable customer service agent? That’s table stakes...

Keywords: evaluating agents, agents build, agent evaluation, build agents, agents practice, agents work, agent demands, agents built, agents hyper, agents
Source: sierra.ai

Mark Zuckerberg on Muse, Meta's biggest AI bet yet

When Mark Zuckerberg laid out his “personal superintelligence” vision over a year ago, he was thinking about what Meta released today: Muse, an AI agent with its own computer that works for you around...

Keywords: muse agents, muse instagram, infrastructure zuckerberg, muse launches, muse ai, market muse, muse organizing, ads zuckerberg, choose muse, muse virtual
Source: sources.news

pigeon: my experimental PHY (Part 0/12)

pigeon: my experimental PHY (Part 0/12) 🕊️ Paul Tagliamonte 2026-09-08 diypigeon will be tagged #pigeon.If you're on the Fediverse, I'd very much appreciate boosts on my announcement toot! Anyone who...

Keywords: understand rf, rf lying, know rf, rf, learning rf, rf force, rf basically, rf fact, thing rf, rf way
Source: k3xec.com

Is the 3x AI Productivity Gain just a Computer that Never Sleeps?

The market is telling us that we should be 3x more productive with AI. What if that productivity gain is just an AI working 24 hours a day while a human works eight? OpenAI published the math behind i...

Keywords: ai productivity, productive ai, 3x productivity, ai working, idle ai, productivity, productivity gain, 3x productive, industrial price, openai researcher
Source: tomtunguz.com

Jellyfin 12.0

Jellyfin 12.0 We are pleased to bring you Jellyfin 12.0, our new stable release. This release continues in the same direction as 10.11: finishing what the database conversion started, turning that new...

Keywords: upgrading jellyfin, jellyfin releases, jellyfin 12, running jellyfin, versions jellyfin, improvements jellyfin, using jellyfin, database jellyfin, jellyfin version, jellyfin release
Source: jellyfin.org

Rust: When Empty Isn't Bottom

ettolrach (she/her)ettolrach (she/her)Written by ettolrach, 2026-09-08. This article uses JavaScript to render maths and to load comments. I don't use it for anything else, so I would appreciate it if...

Keywords: type annotations, function rust, type rust, types rust, rust type, rust implicitly, rust result, rust rule, rust define, rust returns
Source: ettolrach.com

Show HN: Copperhead – Hardware as Fast as Software

Cursor for circuit boards. Copperhead is an open-source AI engineering platform that helps hardware teams design, verify and ship circuit boards. A loop, not a chatbot. It looks a lot like pair progra...

Keywords: boards copperhead, copperhead create, tools, edit tools, run copperhead, schematic edits, copperhead init, copperhead open, tools agree, spec agent
Source: copperhead.sh

Auto-Router: Escalate a Task That Gets Stuck

Auto-Router: Escalate a Task That Gets Stuck Get early access, work directly with the LiteLLM team, and influence the roadmap with your production traffic. Apply to Become a Design PartnerAlready test...

Keywords: stall escalation, stall_escalation, stall_escalation_enabled true, stall_escalation_enabled, stall_escalation_repeat_threshold, keyword stall_escalation_enabled, stall_escalation_repeat_threshold times, stall_escalation routing_decision, escalation auto, task escalation
Source: docs.litellm.ai

LibreOffice breaks download records after declaring it has no AI features

LibreOffice breaks download records after declaring it has no AI features LibreOffice 26.8, released on August 26th, became the software’s most popular update. LibreOffice is a free alternative to Mic...

Keywords: ai libreoffice, features libreoffice, reasons libreoffice, libreoffice free, libreoffice doesn, libreoffice, use libreoffice, update libreoffice, libreoffice tdf, libreoffice 26
Source: manualdousuario.net

Chain of Thought vs. Tree of Thoughts: Which is Best for AI Agents?

In this article, you will learn the key differences between Chain of Thought and Tree of Thoughts prompting, and how each reasoning framework is applied in AI agent systems. Topics we will cover inclu...

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Source: machinelearningmastery.com

Nex releases open agent models from 35 billion to 1.6 trillion parameters, spanning multimodal computer use and reasoning

Meet Nex-N2.5 family, our latest open source agentic models. Mini (35B) and Pro (397B) bring multimodal understanding and computer use. Max (1.6T) is a text-only MoE model built for complex reasoning,...

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Source: x.com

Replacing startplasma with shell scripts or dinit (Part 1)

I’m getting old (though, not as old as the image below), and I miss the good old days when using Linux was more difficult, but when every system in a Linux desktop session was simple. This was before...

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Source: cukic.co

Connecting the Machines

Connecting the machines The next step for Herdr is connecting the machines. Herdr already has more than 700,000 downloads and close to 1,000 plugins. There is a big community behind it, with people us...

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Source: herdr.dev

I Tried 20+ Git and GitHub Courses - Here Are My Top 5 Recommendations for 2026

Hello guys, If you’re a software developer in 2026 and don’t have solid Git skills, you’re limiting your career significantly. Git is the industry standard — 70–80% of programmers use it daily. Yet ma...

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Source: sqlrevisited.com

My business partner sent a 5K vibe-coded PR that he didn't even test

My business partner sent a 5K vibe-coded PR that he didn't even test The whole payments backend module, which I specifically told him to work together with me (I do frontend), was vibe-coded by him in...

Keywords: vibe coded, vibe coding, coded pr, understand vibe, understand ai, ai redundancies, test pr, coded, code knows, pr doesn
Source: ycj.bearblog.dev

ActivityPub - Is it worth defending against replay attacks and message/signature time skew?

Here's a problem that I've found with ActivityBot - my little ActivityPub server. Sometimes it receives messages which were originally sent months ago. Why does that happen and is it risky to accept a...

Keywords: activitypub messages, timestamp servers, send activitypub, causes activitypub, activitypub server, timestamp tells, published timestamp, messages time, updated timestamp, message date
Source: shkspr.mobi

Disconnect your LG television from the internet, now

If you've got an Apple TV set-top box, that's not enough to protect your privacy if you have an LG television. Unplug Ethernet and tell it to forget your Wi-Fi information. Smart televisions have a hi...

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Source: appleinsider.com

Early Kody users

Early Kody users Kent C. Dodds · September 8, 2026 The homepage carousel keeps quotes short. A few people have more to say than fits on a card. These are those notes, in their words. Not case studies....

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Source: kody.codes

Function Arguments Are Not Function Colors

Why Function Arguments Are Not Function Colors In several debates online about function colors over the years, people have argued the apparently reasonable position that function arguments can constit...

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Source: jerf.org

How to get a free .arpa domain

How to get a free .arpa domain This post is also available over on get-arpa-domain.0.4.1.0.9.0.f.1.0.7.4.0.1.0.0.2.ip6.arpa (opens in a new tab)! On the internet, .arpa is the top level domain reserve...

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Source: hawksley.dev

Making Teenagers Read Newspapers. A Nationwide Experiment in French High Schools

Discussion paper English Français Deutsch Italiano 中文 More Despite unprecedented access to information in the digital age, young citizens face growing challenges related to news consumption and misinf...

Keywords: news consumption, media literacy, literacy consumption, increases news, news access, media education, increase news, online news, improve media, literacy
Source: cepr.org

Mistral raises €3 billion to scale sovereign AI, turning Europe’s model race into an infrastructure contest

Arthur Mensch on X: "We've just raised 3B€ to scale our training and inference compute, and make open and sovereign AI the technology frontier. Grateful to everyone who got us there, excited by the fi...

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Source: x.com

Muse: Meta's personal AI agent, features and capabilities

<a href="https://news.ycombinator.com/item?id=49615537">Comments</a>

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Source: ai.meta.com

On the Navier–Stokes Millennium Prize Problem

We’re sharing an AI-generated solution to the Navier–Stokes Millennium Prize Problem, including a writeup and a formal proof in Lean.

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Source: openai.com

UAE-based Falcon AI NSFW classifier among top global open-source models (2025)

#UAE #opensource - An AI model developed by Ras Al Khaimah-based AI company Falcons AI has surpassed 50.8 million downloads in the past 28 days on Hugging Face, a leading global open-source AI platfor...

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Source: middleeastainews.com

1Password increases engineering productivity 21% with Codex

Engineers at 1Password use Codex to rapidly build new features and internal tools, reaching production-readiness while maintaining rigorous security policies.

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Source: openai.com

AlphaGenome Atlas: A predictive map of every possible DNA letter change in the human genome

AlphaGenome Atlas maps the molecular effects of 9 billion single-letter DNA variants across the human genome.

Keywords: dna variants, alphagenome atlas, human genome, alphagenome, letter dna, genome, dna, variants human, maps molecular, atlas maps
Source: deepmind.google

ChatGPT Images 2.5

<a href="https://news.ycombinator.com/item?id=49614720">Comments</a>

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Source: openai.com

How GPT-5.6 Sol helps run quantum computing experiments

See how an MIT researcher uses GPT-5.6 Sol with Codex to autonomously run quantum computing experiments, analyze results, and calibrate qubits.

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Source: openai.com

State Machines launches parallel enterprise replicas so AI agents can train and work against realistic software environments

state machines on X: "Introducing State Machines. The first infrastructure to spin up enterprise environments. Any enterprise app, recreated for agents. Run thousands of environments in parallel, each...

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Source: x.com

Funding grants for new research into AI and teen development

Apply now for OpenAI’s $5 million grant program supporting independent research on how generative AI affects teen development, well-being, and safety.

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Source: openai.com

The Work Now Within Reach

Explore how more capable, affordable AI can expand the work people and businesses can accomplish—and make growth more economical.

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Source: openai.com