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<ctrl46><ctrl46><ctrl46> Today's tech landscape is buzzing with innovations bringing powerful AI directly to your fingertips and optimizing the infrastructure that powers it all.

A major theme emerging is the surge in local and agentic AI. Meta leads the charge with the open-weight release of Muse Glimmer, a 30-billion-parameter model designed for on-device agentic workflows, further enhanced for NVIDIA platforms. This push for localized intelligence is echoed by Needle2, a remarkably compact 14MB agentic LLM tailored for phones and wearables, and Ante, a self-contained, offline coding agent. This trend signifies a shift towards more personal, efficient, and private AI interactions, with new books like "LLM Engineering, from Component to Production" guiding developers in this local-first approach.

Behind the scenes, AI infrastructure and optimization continue to evolve rapidly. NVIDIA is pushing boundaries with TileRT InferenceX, aiming for ultra-high interactivity on GPUs, complemented by advancements allowing Rust SIMD to run directly on GPUs for enhanced performance. Knowledge distillation techniques are also becoming more accessible and scalable, making smaller, efficient models a reality. For voice agents, NVIDIA Magpie TTS offers low-latency, multilingual capabilities with full deployment control.

In the cloud-native and DevOps realm, the CNCF announced its KubeCon + CloudNativeCon North America 2026 schedule, notably introducing a new AI Inference + Agentic Track, underscoring AI's growing integration into cloud operations. Automation remains key, with tools like Kyverno streamlining Pod Disruption Budgets in Kubernetes. Companies like Fivetran are leveraging AI internally, replacing expensive SaaS solutions with AI-built status pages, showcasing practical cost-saving applications.

Finally, the day also saw a stark reminder of cybersecurity threats with the analysis of Aeternum, a botnet leveraging the Polygon blockchain for its command-and-control operations, highlighting the evolving landscape of digital security challenges.

Featured Articles

Ultra-High Interactivity on NVIDIA GPUs? - TileRT InferenceX

Ultra-High Interactivity on NVIDIA GPUs? - TileRT InferenceX Can TileRT software on NVIDIA GPU compete with Cerebras, Groq LPU, SambaNova? Batch Size 1, Disaggregated engine, high throughput prefill e...

• Keywords: gpus perform, gpus specialized, gpus programming, inference gpu, roadblock gpus, gpu throughput, gpus, extended gpus, practice gpus, use gpus
• Source: newsletter.semianalysis.com

Automating Pod Disruption Budgets with Kyverno, with Ahmad Asmar

Bart Farrell: Kubernetes can optimize infrastructure aggressively, but every layer of automation introduces new failure modes. At Zencity, Ahmad Asmar's team ran more than 20 EKS clusters and uses Kar...

• Keywords: kubernetes optimize, kubernetes infrastructure, clusters kubernetes, approaches kubernetes, scaling kubernetes, working kubernetes, kubernetes clusterrole, kubernetes use, platform kubernetes, kubernetes platform
• Source: ku.bz

Yzma

In the previous article we looked at what inference actually is — how a model takes a prompt and builds a response one token at a time. I mentioned two Go projects that let you run that loop locally:...

• Keywords: yzma runtime, cgo compile, runtime cgo, yzma built, yzma pointers, futurellama cpp, cpp llama, cgo compiling, cpp runtime, llama cpp
• Source: internals-for-interns.com

Fast, On Device Agentic AI with Muse Glimmer on ExecuTorch

Featured projects Today, Meta introduced Muse Glimmer, an open-weight, 30-billion-parameter model distilled from Meta’s Muse Spark for on-device agentic workflows. Alongside, ExecuTorch is adding end-...

• Keywords: executorch muse, muse glimmer, use muse, running muse, glimmer performance, meta muse, glimmer executorch, models muse_glimmer, performance executorch, architectures multimodal
• Source: pytorch.org

CNCF Reveals KubeCon + CloudNativeCon North America 2026 Schedule, Adds New AI Inference + Agentic Track

Flagship event returns November 9–12 with sessions on production AI, platform engineering and cloud native security Key Highlights

• KubeCon + CloudNativeCon North America 2026 takes place November 9–...

• Keywords: kubecon cloudnativecon, cloud native, cloudnativecon, cloudnativecon possible, engineering cloud, operate cloud, cloudnativecon north, 2026 cloud, cncf kubernetes, cloudnativecon pass

• Source: cncf.io

Show HN: Needle2: 14MB agentic LLM for phones, wearables, smart home and robots

Today we release Needle 2: an open 45M-parameter model for tool calling, device use and structured extraction. The whole model is a single 14MB binary that runs a full session in 28MB of RAM. It is bu...

• Keywords: benchmarks needle, 28mb needle, needle, needle ram, needle wearables, explore needle, needle runs, hardware needle, devices megabyte, needle spends
• Source: cactuscompute.com

Meta Muse Glimmer – open weights 30B local coding model

Introducing Muse Glimmer: An Open Agentic Model That Runs on Your Device Today, we're introducing Muse Glimmer, the next model from Meta Superintelligence Labs, and open sourcing the model weights und...

• Keywords: agents muse, muse glimmer, glimmer agent, running models, edge frameworks, open ai, glimmer muse, agentic capabilities, ai scaling, benchmarks evaluations
• Source: research.meta.ai

Rust SIMD on the GPU

GPU code can now use Rust's portable SIMD. We share the implementation approach and what this unlocks for GPU programming. At VectorWare, we are building the first GPU-native software company. Today,...

• Keywords: simd gpu, rust abstractions, simd rust, simd gpus, simd threads, implementations simd, implementation rust, parallelism gpu, rust compiler, interpreter gpu
• Source: vectorware.com

Creator of Lean: Handwritten Math Will Change Dramatically | Leonardo de Moura

In 2024, AlphaProof from Google Deepmind broke through in competition math achieving a silver-medal in Interational Mathematical Olympiad (IMO). At the time, that was an impressive breakthrough by for...

• Keywords: proofing lean, mathematics lean, lean proof, lean mathematics, lean prove, lean mathematical, proof lean, lean math, lean proved, ai lean
• Source: developing.dev

Show HN: Ante, a coding agent in a single binary that runs offline

Alpha preview: expect breaking changes and incomplete functionality. macOS and Linux only; on Windows we suggest WSL. A ghost in your shell. Ante is a self-contained coding agent that lives in your te...

• Keywords: run ante, runs ante, shell ante, bash ante, ante runs, ante preview, ante run, lightweight terminal, terminal agent, ante agent
• Source: github.com

Run Local Agentic AI Workflows with Meta’s Muse Glimmer on NVIDIA

Meta returns to the open source ecosystem with the release of Muse Glimmer, a 30B open-weight dense model with a 120K+ context window built for local AI agentic work. Optimized to run across a range o...

• Keywords: agentic workloads, agentic workflows, enabling agents, workflows built, ai agents, hardware agentic, running agents, scaling agents, optimized chat, architecture accelerates
• Source: developer.nvidia.com

Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

Meta is back with Muse Glimmer: local, agentic, multimodal, and open source! To celebrate, we are shipping with Meta day-0 support in transformers , llama.cpp , vLLM , Inference Endpoints, and other l...

• Keywords: encoder muse, torchcodec muse, torchvision muse, muse glimmer, meta muse, muse meta, use muse, models muse, architecture muse, endpoints muse
• Source: huggingface.co

The Permanent Threat: Analyzing Aeternum’s Blockchain-Based C2 Operations and Communications

Executive Summary Aeternum is a recently discovered C++ botnet loader that shifts its command-and-control (C2) infrastructure entirely to the public Polygon blockchain. Instead of relying on centraliz...

• Keywords: botnet aeternum, aeternum botnet, aeternum malware, instruct botnet, botnet loader, botnet selection, botnet leverages, botnet uses, botnet c2, discovered botnet
• Source: unit42.paloaltonetworks.com

Build Low-Latency Multilingual Voice Agents: Open Weights & Full Deployment Control with NVIDIA Magpie TTS

Build Low-Latency Multilingual Voice Agents: Open Weights & Full Deployment Control with NVIDIA Magpie TTS Every voice interaction has a latency budget. By the time a user hears your application respo...

• Keywords: voice pipeline, voice applications, multimodal voice, speech streaming, voice ai, build voice, latency multilingual, multilingual voice, streaming speech, integrated speech
• Source: huggingface.co

Building an LLM Playground Farm — Part 0: Setting the Ground

-5b301f10ddcd---4 crawled_date: 2026-08-10T15:56:23.071515+00:00 feed_url: https://itnext.io/feed published: Mon, 10 Aug 2026 15:10:56 GMT

Building an LLM Playground Farm — Part 0: Setting the Gr...

• Keywords: llm farm, building llm, llm platform, run llm, llm locally, llm playground, model llm, terraform, terraform series, defined llm
• Source: itnext.io

S3 Storage … not just for hyperscalers

Tags Technology, Cloud, storage, S3, Postgres It is funny how when websites reference S3 (Simple Storage Service) storage, they typically reference a couple of the Hyperscalers (usually from Azure, GC...

• Keywords: storage s3, s3 storage, provides s3, stored s3, cloud storage, s3 postgres, s3 commodity, s3 store, s3 isn, s3 s3
• Source: blog.mp3monster.org

Making Knowledge Distillation Cheap Enough to Run at Scale

Making Knowledge Distillation Cheap Enough to Run at Scale Knowledge distillation, training a smaller student model to match the performance of a larger teacher, is a well-known technique in Machine L...

• Keywords: knowledge distillation, models distillation, efficient knowledge, compressed models, distillation campaign, distillation cheap, large models, distillation training, distillation llms, practical distillation
• Source: huggingface.co

The AI Loop: Launch Day Is Day One

For the last few years, teams have treated a model like a deliverable. Train it, eval it, ship it, frame the loss curve. Over and out. That era is behind us. Launch is now closer to the beginning than...

• Keywords: loop agents, agent loop, ai loops, ai loop, agentic loop, models agents, iteration agent, production ai, model agent, loop demands
• Source: wf.coreweave.com

We built our own status page with AI, replacing a $65k SaaS product | Blog | Fivetran

We built our own status page with AI, replacing a $65k SaaS product In about 4 months, 2 Fivetran engineers — Valentina Mačković and Jelena Kostic — designed, built, and shipped a replacement for a$6...

• Keywords: cost status, statuspage largely, atlassian statuspage, service status, customizations cloud, statuspage, google cloud, operational cost, statuspage framework, cloud outage
• Source: fivetran.com

Squeak/Smalltalk 6.1 Release Notes

These release notes are optimized for viewing inside Squeak, as they contain a lot of interactive examples. On this page, interactive links open in SqueakJS, which is a browser-based Smalltalk VM with...

• Keywords: versions squeak, version squeak, squeakjs browser, open squeakjs, squeak version, download squeak, available squeak, run squeakjs, squeakjs, squeak changes
• Source: squeak.org

From DNS to Delivery: Building Transactional Email with SMTPFast

From DNS to Delivery: Building Transactional Email with SMTPFast Your application gets a 200 OK and an email ID. If you record that receipt as delivered, you have skipped the part where delivery actua...

• Keywords: receipt smtpfast, smtpfast receipt, smtpfast api, verify smtpfast, validates smtpfast, smtpfast fastapi, smtpfast detects, fastapi smtpfast, email smtpfast, smtpfast provides
• Source: devops-daily.com

Harden local container base images in Podman Desktop

Containers changed how software gets built. Build once, run anywhere, ship faster, scale farther. That part worked. The problem is what comes with the image: pull a base container and you're not just...

• Keywords: container production, securing container, built container, container base, architectures hardened, container images, adopt container, containers, container using, local container
• Source: developers.redhat.com

Using the GitHub Copilot SDK for Java

Edward Burns Ed Burns is a Principal Software Engineer working to bring Java idiomatic experiences to Microsoft and GitHub technologies. Ed's been working with Java since 1997 in all aspects from clie...

• Keywords: ai java, langchain4j spring, spring ai, dependency langchain4j, java ai, rely java, java agent, java developers, sdk java, spring github
• Source: github.blog

Watch out for cache read costs

Watch out for cache read costs I know I'm guilty of just scanning OpenRouter's pricing tables and looking at input and output costs per million token. I've realised that's the wrong number to be focus...

• Keywords: agentic workloads, price cache, read costs, cache reads, cache context, costs agent, underlying caches, workloads cache, openrouter pricing, cost agent
• Source: martinalderson.com

Leanpub Book LAUNCH 🚀 LLM Engineering, from Component to Production by Ali Aouf

Leanpub Book LAUNCH 🚀 LLM Engineering, from Component to Production by Ali Aouf LLM Engineering, from Component to Production is a practical, measurement-first guide to building a local-first agentic...

• Keywords: language model, retrieval generation, context management, engineering component, agentic retrieval, code retrieval, software component, memorize framework, tool calling, augmented generation
• Source: leanpub.com

AI Reviews Bring 'New Normal' to Linux Release Candidates: Lots of Bug Fixes

Linux Torvalds expects Linux 7.2 should be released next weekend "unless something really bad pops up," Torvalds said while announcing today's release candidate.

But there's something interesting ab...

• Keywords: rc7 release, linux torvalds, linux release, rc7 announcement, kernel patched, linux released, bug fixes, linux rc7, rc7 writes, linux kernel
• Source: linux.slashdot.org

Best document AI platforms (2026): An evidence-based evaluation guide

Best document AI platforms (2026): An evidence-based evaluation guide Table of contents Structured output with per-field confidence scores through the Nutrient Data Extraction API.

• No platform wins...

• Keywords: document ai, ai document, document intelligence, accuracy documents, documents accuracy, document apis, document engine, document capabilities, best document, documentation quality

• Source: nutrient.io

Expanding Daybreak as the Cyber Defense Window Narrows

Expanding Daybreak as the Cyber Defense Window Narrows Introducing new ways to unlock advanced cyber capabilities together with GPT‑5.6‑Cyber, our latest cybersecurity-specific model. The cybersecurit...

• Keywords: latest cybersecurity, improving cybersecurity, cybersecurity completion, trained cybersecurity, defense daybreak, specialized cybersecurity, openai daybreak, cybersecurity workflows, cyber defense, cybersecurity specific
• Source: openai.com

How WPP operationalizes platform and data engineering for AI marketing

How WPP operationalizes platform and data engineering for AI marketing Utkarsh Bhardwaj Technical Solutions Consultant Prabha Arya Strategic Cloud Engineer Between chaotic levels of market fragmentati...

• Keywords: ai marketing, ai marketers, strategic cloud, agentic marketing, cloud knowledge, deploy ai, insights wpp, ai integration, cloud wpp, cloud successful
• Source: cloud.google.com

Show, Don't Tell: What Evo Continuous Offensive Security Found in a Real Enterprise SaaS

Show, Don't Tell: What Evo Continuous Offensive Security Found in a Real Enterprise SaaS August 10, 2026 0 mins readAutonomous AI attacks have definitively moved from the research demos everyone's bee...

• Keywords: ai pentester, ai pentesting, ai attacks, security critical, cybersecurity months, ai bypass, testing attacking, autonomous offensive, capability evo, directly evo
• Source: snyk.io

Smart IOPS Unobtanium T50: 50 Million IOPS Per Gen6 SSD, With a One Billion IOPS Appliance Target

Smart IOPS and H3 Platform have announced an AI compute storage platform targeting up to one billion random-read IOPS. The proposed system combines Smart IOPS’ Unobtanium T50 solid-state devices with...

• Keywords: accelerated computing, nvme storage, compute storage, performance storage, nvidia storage, storage initiative, gpu compute, storage architectures, storage workloads, storage architecture
• Source: storagereview.com

Whats new in ClickStack - June + July

Welcome to the June–July edition of What’s New in ClickStack. We’ve bundled two releases into one update, so there’s a little more than usual to cover. Much of the work in the last 2 months has focuse...

• Keywords: clickstack dashboards, tools clickstack_timeseries, traces clickstack, prometheus metrics, prometheus workloads, existing prometheus, smarter dashboards, discovery clickstack_list_metrics, clickstack_timeseries, prometheus datastore
• Source: clickhouse.com

How Coding Agents and Frontier Models Reshaped What’s Possible in q

Key Takeaways

• Q Evaluation Harness (QEval) is an open-source framework by KX for evaluating Large Language Models on Q/kdb+ code generation tasks.

• Coding agents improve LLM performance on q by ena...

• Keywords: coding agents, coding agent, qeval agent, expert developers, code generation, development coding, capable programmers, ai coding, experienced developers, code experiences

• Source: kx.com

ClusterNetworkPolicy in GKE: Balancing control and autonomy for your microservices

ClusterNetworkPolicy in GKE: Balancing control and autonomy for your microservices Srini Jasti Group Product Manager Blaz Zupan Software Engineer Managing network security in a multi-tenant Kubernetes...

• Keywords: google kubernetes, kubernetes networkpolicy, kubernetes environment, kubernetes community, clusternetworkpolicy gke, tenant kubernetes, kubernetes, kubernetes engine, standard kubernetes, environments clusternetworkpolicy
• Source: cloud.google.com

How We Pushed CDC into Postgres

Making data from transactional databases available to analytical databases is an essential part of any modern data architecture. It is also a perpetual battle against fragile tooling, high costs and c...

• Keywords: replication postgres, postgres replication, replication snowflake, data replication, replication tools, reinvent postgres, building replication, replication ground, replication like, data mirroring
• Source: snowflake.com

NVIDIA’s Five-Layer AI Stack: What It Means for Enterprise Buyers

The News NVIDIA recently hosted an industry analyst briefing led by Dion Harris, covering the company’s five-layer AI stack framework. The five layers span energy, chips, infrastructure, models, and a...

• Keywords: stack ecosystem, nvidia framing, increasingly nvidia, ai infrastructure, stack dsx, nvidia competing, architecture competitors, chips infrastructure, ai stack, infrastructure layer
• Source: efficientlyconnected.com

AI-Ready PAM: When Your Identity Security Solution Talks Back

AI-Ready PAM: When Your Identity Security Solution Talks Back How MCP turns PAM into an AI-ready source for faster reporting and compliance visibility

• Your PAM knows more than you think—it just need...

• Keywords: pam infrastructure, pam integration, data pam, pam useful, enabling pam, pam data, autonomous pam, ai pam, management pam, pam ai

• Source: security.com

How to Fight Clickbait: Meta, LinkedIn & YouTube Case Studies

How to Fight Clickbait: Meta, LinkedIn & YouTube Case Studies Agents Can Now Sign Up for Your App (Sponsored) Agents are hitting your signup flow and bouncing off a browser login built for humans. Eve...

• Keywords: rewarding clickbait, clickbait content, bait content, clickbait meta, clickbait, fight clickbait, social feeds, collects clicks, media feeds, linkedin popularity
• Source: blog.bytebytego.com

Intel Xeon 678X Windows 11 vs. Ubuntu 26.04 Performance With The HP Z4 G6i

Intel Xeon 678X Windows 11 vs. Ubuntu 26.04 Performance With The HP Z4 G6i HP recently launched their Z4 G6i workstation that I have been testing out the past few weeks. The HP Z4 G6i is powered by Gr...

• Keywords: benchmarks intel, intel xeon, g6i workstation, performance hp, g6i hp, operating benchmarks, performance benchmarks, benchmarks operating, operating performance, workstation processor
• Source: phoronix.com

mlx-serve shipped an update

mlx-serve Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Includes MLX Core macOS app with chat, agent mode, and tool calling. About mlx-serve OpenAI- and...

• Keywords: mlx core, openai compatible, mlx serve, calling mlx, engine mlx, electron mlx, mlx, includes mlx, exposes openai, openai sdk
• Source: agentsearchengine.app

Microsoft’s PostgreSQL alternative, HorizonDB: Worth the wait?

Microsoft’s extended HorizonDB preview gives CIOs little reason to wait when production-ready PostgreSQL alternatives are already available, although Azure shops readying new AI workloads may still fi...

• Keywords: horizondb available, waiting horizondb, azure horizondb, horizondb postgresql, horizondb currently, unveiled horizondb, horizondb cloud, wait horizondb, horizondb technical, horizondb service
• Source: cio.com

Prompt Caching vs. Fine-Tuning: A Cost and Latency Decision Framework

In this article, you will learn how prompt caching and fine-tuning differ as strategies for reducing cost and latency in agentic AI systems, and how to choose between them. Topics we will cover includ...

• Keywords: agent caching, tuning agent, latency agentic, agentic ai, agentic architecture, model agent, agents rely, agent ensure, autonomous agents, agents
• Source: machinelearningmastery.com

How Malachyte solves retail’s cold-start problem with managed real-time AI

How Malachyte solves retail’s cold-start problem with managed real-time AI Sidd Motwani CEO, Malachyte Vicki Boykis Staff Machine Learning Engineer, Malachyte What’s the best way to recommend products...

• Keywords: malachyte services, ecommerce recommendation, personalization algorithm, personalization recommendations, malachyte ai, building personalization, malachyte recommendation, personalize retail, like personalization, personalization
• Source: cloud.google.com

VectorWare maps Rust portable SIMD onto NVIDIA GPU warps

VectorWare on August 10th demonstrated Rust's portable SIMD API running on an NVIDIA GPU, giving founder Christian Legnitto (@legneato) another piece of the programming model he wants developers to us...

• Keywords: underpinning vectorware, vectorware pursuing, earlier vectorware, vectorware exploring, vectorware built, vectorware treats, programming vectorware, vectorware currently, rust gpu, vectorware work
• Source: runtimewire.com

Because It's Not Fun Enough: why languages fail

Andrew Oram wrote a two-part series for the Linux Professional Institute asking why programming languages rise and fall (parts one and two.) It says, roughly, that C, C++, and JavaScript are immortal...

• Keywords: programmers languages, programming languages, languages rise, quoted languages, language survives, languages, language makes, language adoption, languages run, java languages
• Source: bytecode.news

Introducing the Developer Device Platform for agentic mobile app development

Introducing the Developer Device Platform for agentic mobile app development Derek Bekebrede Product Manager, Google Jason Nager Product Strategy & Operations Most enterprises connect with their custo...

• Keywords: developers device, developer device, testing device, device platform, google cloud, test apps, platform ddp, cloud ddp, devices device, run device
• Source: cloud.google.com

open-multi-agent shipped an update

open-multi-agent TypeScript multi-agent orchestration framework. Describe a goal, a coordinator decomposes it into a task DAG that runs on any LLM: Claude, ChatGPT, Gemini, DeepSeek, or local models....

• Keywords: agent orchestration, agent typescript, agent core, multi agent, orchestration framework, agent multi, agent open, orchestration engine, coordinator agent, primarily typescript
• Source: agentsearchengine.app

Putting frontier cyber models in more trusted hands

Putting frontier cyber models in more trusted hands Expanding the Daybreak Cyber Partner Program to close the growing defense gap. We’re bringing OpenAI’s frontier cyber models to the security partner...

• Keywords: cybersecurity faster, changing cybersecurity, team cybersecurity, cybersecurity, cybersecurity companies, defenders vulnerabilities, security partners, security capabilities, frontier cyber, cybersecurity provider
• Source: openai.com

China's Aggressive Push for High-End AI Chip Autonomy

China's Aggressive Push for High-End AI Chip Autonomy Domestic solutions are on track to capture nearly 90% of China's high-end AI chip market in 2026 Recent reports suggest China may ease restriction...

• Keywords: gpus china, china ai, ai supply, china builds, explore china, ai chip, chip autonomy, foreign gpus, chip supply, domestic gpus
• Source: insights.trendforce.com

Old SGI Drivers Being Removed In Linux 7.3 Over Security Concerns

Old SGI Drivers Being Removed In Linux 7.3 Over Security Concerns On top of various other Linux drivers for old hardware being removed due to noise generated by AI/LLM coding agents, there are more ex...

• Keywords: sgi drivers, removing sgi, newer sgi, remove sgi, graphics sgi, sgi uv2, sgi ultraviolet, sgi xp, gru driver, old sgi
• Source: phoronix.com

Illinois Just Passed a Law That Puts Linux on the Hook for Age Verification

HB5511 is officially about TikTok and Instagram. Read past the press release and it’s also about your operating system. Governor JB Pritzker’s press release on HB5511 is thick with quotes from legisla...

• Keywords: tiktok instagram, instagram tiktok, social platforms, officially tiktok, feeds minors, tiktok snapchat, facebook roblox, facebook, target social, tiktok
• Source: linuxstans.com

Meta open-sources Muse Glimmer agent model under Apache 2.0

Meta released Muse Glimmer on August 10 as a downloadable, Apache 2.0 model for multimodal agent and coding work. By publishing the approximately 29.6 billion-parameter model's weights, Meta is giving...

• Keywords: meta glimmer, muse glimmer, glimmer apache, glimmer muse, glimmer uses, glimmer model, deployment muse, glimmer specific, glimmer, hosted muse
• Source: runtimewire.com

Snowflake + Pydantic AI: governed agents on your data

This is a guest post written by Priya Joseph, Sr. Data Cloud Architect at Snowflake. Co-authored by Douwe Maan, lead developer of Pydantic AI. Pydantic AI now has a native Snowflake provider, with the...

• Keywords: snowflake data, ai snowflake, snowflake security, secure snowflake, snowflake enterprise, snowflakecomputing, snowflake secure, logfire pydantic_ai, snowflake provider, agent snowflake
• Source: pydantic.dev

What building an AI-native finance function taught me

What building an AI-native finance function taught me Five lessons for CFOs redesigning work around artificial intelligence. Finance has become a real-time function. To me, the opportunity is much big...

• Keywords: evolves finance, forecasting idea, continuous forecasting, building ai, investors ai, forecasts involved, intelligence finance, continuous forecast, automated forecasting, forecasting
• Source: openai.com

Enterprise AI Doesn't Fail at the Model or the Data. It Fails at the Layer Nobody Names.

Enterprise AI Doesn't Fail at the Model or the Data. It Fails at the Layer Nobody Names. Everyone quotes the number. Ninety-five percent of enterprise AI projects fail to return anything. Almost nobod...

• Keywords: enterprise ai, ai infrastructure, ai google, ai makes, ai depends, buy ai, projects fail, ai projects, failure layer, ai money
• Source: thectoadvisor.com

How Current built an AI-native tax platform on Nutrient’s document infrastructure

How Current built an AI-native tax platform on Nutrient’s document infrastructure Table of contents “This product wouldn’t work without document editing. Our entire tax automation product, we need som...

• Keywords: tax platform, tax automation, ai tax, accounting platform, document infrastructure, document tools, tax workflows, reinvent tax, ai documents, tools accountants
• Source: nutrient.io

Run Android ARM64 VR APKs on Apple Vision Pro

Running Android ARM64 VR APKs on Apple Vision Pro, no JIT required! klepton-ld translates Android .so libraries into loadable Apple .dylib and .framework libraries, which then link into the Klepton ru...

• Keywords: runtime klepton, klepton runtime, android libraries, graphics gles, libsystem libklepton_ndk, klepton ld, klepton currently, instead klepton, klepton, libklepton_jni synthetic
• Source: github.com

Top 5 books to Learn AWS (Amazon Web Services) in 2026 - best of Lot

Cloud services have become a trend in recent years. More and more organizations are moving to cloud services. Amazon Web Services, commonly knowns as AWS is by far the most popular cloud service. AWS...

• Keywords: learn aws, learning aws, basics aws, understand aws, aws services, learn amazon, services aws, learning amazon, aws advantages, understanding aws
• Source: java67.com

Why better tickets help agents write better code

A reflection on building an enterprise product using AI agents, and what the data says about how we worked. The observation For the past few months we have been rapidly building an enterprise-wide, pr...

• Keywords: making agent, ai agents, compared ai, agents acceptance, faster agents, working agents, lacking agents, agents deliver, agents produce, agents
• Source: atlassian.com

Learning more about Claude's mathematical capabilities

Subscribe to Anthropic Science Features on AI-assisted discoveries, practical workflows, and field notes across the sciences. Recently, a member of staff at Anthropic gave Claude an unreasonable chall...

• Keywords: riemann hypothesis, hypothesis mathematicians, hypothesis claude, riemann zeta, claude proof, mathematicians progress, studying riemann, zeta zeros, mathematicians ideas, claude result
• Source: anthropic.com

Multi-Language Support for Cross-Platform .NET

Uno Platform 6.6 closes the multilingual gap for cross-platform .NET: full IME composition, Unicode-correct text handling (from 6.5), and automatic font fallback now work together out of the box — and...

• Keywords: multilingual support, language support, multilanguage support, languages uno, support languages, language os, different languages, default language, multi language, localization globalization
• Source: platform.uno

Vercel Sandbox now runs on Vercel Managed Images

Today we are introducing Vercel Managed Images (VMI), a set of versioned, open-source base images you can use as-is or extend. The source for every image lives in the public vercel/sandbox repository....

• Keywords: managed images, sandbox images, image version, managed image, image repository, runtimes sandboxes, vercel sandbox, version sandbox, image vercel, repository images
• Source: vercel.com

Michael Tsai on My Retraction of the Astrology/Astronomy App Store Rejection Story

Dark Hours Rejected From the App Store [Update: See the retraction below.] On the web, if I build something that works within the standards, it works. Whether people use it is up to them. On iOS, ther...

• Keywords: app dark, astronomy apps, apps rejected, astro apps, apps hour, app rejected, apps realized, apps day, astrology apps, apps think
• Source: mjtsai.com

MiDojo: Improve AI agent security with real-world red-teaming

The "bring your own agent" (BYOA) approach lets you build with your preferred framework while relying on Red Hat AI for enterprise identity, isolation, guardrails, and observability—a model we recentl...

• Keywords: agents vulnerable, testing agent, agent security, agent byoa, agentic security, using agents, test agent, agents environment, ai agents, vulnerabilities agent
• Source: developers.redhat.com

Model Routing Powered by Wisdom of the Market

Model Routing Powered by Wisdom of the Market OpenRouter · The beauty in markets is the pattern of large, diverse groups of independent individuals collectively making better judgments and decisions t...

• Keywords: models openrouter, model openrouter, openrouter model, models route, model routing, expert openrouter, market openrouter, openrouter cost, openrouter auto, spend openrouter
• Source: openrouter.ai

OpenAI’s letter to Governor Abbott on responsible AI infrastructure in Texas

OpenAI’s letter to Governor Abbott on responsible AI infrastructure in Texas Loading… OpenAI sent a letter to Texas Governor Greg Abbott outlining our commitment to responsible AI infrastructure devel...

• Keywords: infrastructure texas, ai infrastructure, author openai, openai letter, development texas, texas governor, letter texas, responsible ai, infrastructure, openai
• Source: openai.com

Over 181,000 AI meeting recordings left wide open in note taking app

I reported this on January 28th, 2026. It is now July 2026. Six months later. The Firestore database is still wide open. The CTO never responded. I guess my emails were too long and they didn't view t...

• Keywords: firestore meetings, queried firestore, firestore, id firestore, later firestore, response firestore, fix firestore, firebase, firestore joined, firestore security
• Source: bobdahacker.com

Premium seats are coming to ChatGPT Business

Premium seats are coming to ChatGPT Business Get 5x more usage, no five-hour usage limit, and the flexibility to give every teammate the right seat for their work. The work that moves your business fo...

• Keywords: premium seats, seats chatgpt, premium seat, seats cost, chatgpt business, seats business, seats customers, seat usage, access premium, workspace premium
• Source: openai.com

What High-Throughput Engineers do Differently and Why AI Widens the Gap

We interviewed 15 high-throughput Atlassian engineers, identified through PR throughput data and peer nomination. All work on brownfield codebases: systems with years of history, broad surfaces, and l...

• Keywords: ai agents, agents engineers, agents ai, make ai, prs ai, getting ai, machines agents, decide ai, throughput engineers, ai tool
• Source: atlassian.com

Building healthcare AI without rebuilding your data platform | Blog | Fivetran

Building healthcare AI without rebuilding your data platform AI is transforming every corner of healthcare — from diagnosis, medical imaging, billing, and clinical documentation to clinical trials. Ye...

• Keywords: healthcare ai, ai providers, healthcare data, patient data, ai business, automated medical, clinical data, automate medical, billing clinical, data ai
• Source: fivetran.com

Failing after Success

What are you supposed to do after you've created the most successful product? Not just successful, but the most useful. In an ideal world, you would sail into the sunset and enjoy your riches. In this...

• Keywords: product failure, product failed, successful product, software fail, fail, 503 service, error 503, failure, failed come, success company
• Source: idiallo.com

Starting vs finishing, product engineering, and weeklin readings! 💡

Starting vs finishing, product engineering, and weeklin readings! 💡 Monday Ideas — Edition #220 Hey, Luca here! Welcome to a new edition of the 💡 Monday Ideas 💡 — ideas and readings to start the week...

• Keywords: ai builder, engineering studio, developers building, engineering weekly, real developers, product engineering, ai workflows, developers, developer like, engineering weeklin
• Source: refactoring.fm

5 useful things you'll learn in my new post-training textbook (shipping now!)

5 useful things you'll learn in my new post-training textbook (shipping now!) Reinforcement Learning from Human Feedback is coming to a neolab near you. Housekeeping: No voiceover on another quick “la...

• Keywords: post training, training textbook, training book, document lessons, lessons training, training worldview, lessons, book useful, book communicating, course book
• Source: interconnects.ai

No Country for Old Passwords

No Country for Old Passwords Two pre-auth macOS remote root exploits in four hours On Thursday August 6, Apple shipped an emergency macOS update. It fixed exactly one vulnerability, CVE-2026-65400, in...

• Keywords: password mac, auth apple, auth macos, secret macos, old passwords, passwords, passwords pre, auth stupid, password, authenticate screen
• Source: blog.calif.io

Telnyx Cloud Storage Now Available in Canada

Telnyx Cloud Storage is now available in ca-central-1 (Canada), with the same full capabilities as US and APAC regions. Users can create knowledge bases and general object storage buckets in Canada, w...

• Keywords: telnyx cloud, telnyxcloudstorage, central telnyxcloudstorage, cloud storage, telnyxcloudstorage com, telnyx api, canada s3, s3 api, aws s3, aws cli
• Source: telnyx.com

The AI coding agent hangover has begun

The AI coding agent hangover has begun Companies raced to embrace Claude Code, Codex and other AI coding tools. Now they're confronting surprise bills, cognitive overload and a harder question: Is all...

• Keywords: coding agents, coding agent, ai companies, ai agent, ai agents, agents increasingly, companies ai, agent hangover, ai generated, ai coding
• Source: groundlevel-ai.com

Forking-Sequences — Part II: Multi-Horizon Forecast Ensembling with Reduced Volatility

Based on: Potosnak, W., Wolff, M., Cao, M., Ma, R., Konstantinova, T., Efimov, D., Mahoney, M.W., Oreshkin, B., & Olivares, K.G. "Forking-Sequences: Statistically and Computationally Efficient Multi-H...

• Keywords: forecasts ensembling, forecast ensembling, sequences forecasts, efficient forecast, forking_sequences_ensemble, forecast revisions, eq forking_sequences_ensemble, forecast revision, improving forecast, sequences forecast
• Source: blog.ml.cmu.edu

Intel Gamer Days 2026 Kicking Off with AAA Gaming Bundle & Partnerships

Intel Gamer Days 2026 Kicking Off with AAA Gaming Bundle & Partnerships Intel partnering with Fuse Games. & Crystal Dynamics on STAR WARS: Galactic Racer™ and Tomb Raider: Legacy of Atlantis for Intel...

• Keywords: intel gamer, intel gaming, intel arc, availability intel, intel participating, launch intel, campaign intel, graphics intel, new intel, intel excited
• Source: newsroom.intel.com

Mistral Patent for "Code implemented tool calls"

1. A method, comprising: receiving, at a server, a user request for execution of one or more tool calls; generating, by a large language model (LLM), a code block in a programming language, the code b...

• Keywords: tool calls, execution tool, llm code, client execution, tool code, execution code, executed code, block llm, server code, execution receiving
• Source: patentsgazette.uspto.gov

Run Muse Glimmer locally

Run Muse Glimmer locally We partnered with Meta to bring launch day support for Muse Glimmer in LM Studio Bionic! Muse Glimmer is a new 30B open-source model from Meta that excels in agentic tasks, an...

• Keywords: use muse, muse glimmer, api muse, setup muse, download muse, run muse, bionic muse, explore muse, session muse, muse
• Source: lmstudio.ai

Virgin Atlantic sharpens customer journeys with ChatGPT Work

Virgin Atlantic sharpens customer journeys with ChatGPT Work The airline is accelerating research, product planning, and decision-making while giving teams a connected view of the customer journey. Vi...

• Keywords: customer insights, customer journeys, strategy chatgpt, customer journey, journeys chatgpt, roadmap chatgpt, journey chatgpt, analytics chatgpt, plan chatgpt, experiences customers
• Source: openai.com

Model ML completes finance work more efficiently with GPT-5.6 Sol

Model ML completes finance work more efficiently with GPT‑5.6 Sol Model ML uses GPT‑5.6 Sol in workflows that create editable PowerPoint and Excel files, with 21% fewer tokens per deck than Fable 5. R...

• Keywords: finance workflows, spreadsheet financial, workflows gpt, software model, workflow model, real workflows, tokens workbook, workbook, ml powerpoint, work model
• Source: openai.com

Exploring Claude/GPT Knowledge Cutoffs and Pre-Training Timelines

Exploring Claude/GPT Knowledge Cutoffs & Pre-training Timelines An analysis of what models know and what it tells us about how they were trained. We can learn hidden facts about how frontier models we...

• Keywords: knowledge timelines, training timelines, gpt knowledge, training models, language models, models trained, model knowledge, trained models, timeline roughly, timelines analysis
• Source: blog.sshh.io

How Zapier transformed core marketing processes with ChatGPT Work

How Zapier transformed core marketing processes with ChatGPT Work The enterprise marketing team at Zapier uses ChatGPT Work to reduce the number of drop-offs in its lead funnel, build campaign assets,...

• Keywords: zapier marketing, marketing zapier, zapier enterprise, processes chatgpt, marketing processes, zapier uses, building zapier, zapier experienced, leads marketing, effort chatgpt
• Source: openai.com

Windows 11 Weather App: A RAM Heavyweight Compared to Lightweight Linux Alternatives

Windows 11 Weather App: A RAM Heavyweight Compared to Lightweight Linux Alternatives A recent report revealed that Windows 11’s Weather app consumes a staggering 1.1 GB of RAM just to display basic we...

• Keywords: app ram, weather apps, inefficiencies windows, ram windows, memory consumption, ram microsoft, app uses, windows apps, memory usage, weather app
• Source: serverhost.com