Daily Tech News - 2026-09-29

AI is moving from dazzling demos to production reality—and the infrastructure, security and economics around it are rapidly catching up.

The clearest shift is toward operational maturity. OpenShift AI 3.4’s adoption of Kubeflow Trainer v2 promises a more unified approach to distributed training, reducing dependence on framework-specific Kubernetes resources. NVIDIA is likewise targeting production friction: its VSS Blueprint 3.3 aims to lower the cost of visual AI agents, while lessons from TensorRT Model Connect emphasize parallel development, model isolation, reversible changes and GPU-backed validation. Meanwhile, containerd 1.7’s end of life makes migration planning urgent, as Kubernetes support moves firmly toward 2.x.

Agent engineering is becoming a discipline of its own. Raven proposes orchestration across specialized agents using generated DAGs, while OpenClaw Enterprise offers a vendor-neutral platform for persistent agents in sensitive environments. Teams are also focusing on reliability: AI-assisted CI triage can compress hours of log analysis into minutes, agent failures can become regression tests, and OpenTelemetry, Jaeger and ClickHouse can expose latency inside Goose sessions. Function calling, deployment-first LangChain and LangGraph guidance, and searchable meeting knowledge bases further illustrate the push from prototypes to dependable workflows.

Security remains the counterweight. Garak helps teams probe models for vulnerabilities, a new benchmark surveys uncensored models for authorized offensive research, and “OperTraitors” warns that highly privileged Kubernetes operators can quietly undermine cluster security. On endpoints, PamStealer’s arrival on Intel Macs broadens the threat posed by the Rust-based infostealer.

Finally, competition is widening: AMD’s MLPerf 6.1 results challenge Nvidia’s dominance, while cheaper Jev-style classifiers question whether generative LLM judges are always necessary. Even amid the AI surge, UnoDOS—one graphical system spanning 22 machines—offers a timely reminder that elegant software can outlive entire hardware eras.

Featured Articles

Distributed training on OpenShift AI 3.4 with Kubeflow Trainer v2

Until recently, running distributed training on Kubernetes meant picking a framework-specific custom resource definition (CRD): PyTorchJob for PyTorch, TFJob for TensorFlow, MPIJob for Message Passing...

• Keywords: training kubernetes, batch kubernetes, kubernetes job, single kubernetes, trainjob kubeflow, jobset kubernetes, kubernetes native, clustertrainingruntime trainjob, clustertrainingruntime handles, kubeflow trainer
• Source: developers.redhat.com

Uncensored and Offensive Security AI Models Benchmark

Uncensored LLMs for Offensive Security Curated list of open-weight uncensored models for authorized red team operations, penetration testing, and security research. All data sourced from HuggingFace m...

• Keywords: uncensored llms, security slm, uncensored variants, cybersecurityllm v1, security training, security curated, uncensored models, sxm6 uncensoring, 7m security, security vuln
• Source: github.com

Kubernetes Interview Questions and Answers: 35 Production Scenarios Senior Backend Engineers Should…

-35e7a49c6df5---4 crawled_date: 2026-09-29T13:53:02.344682+00:00 feed_url: https://aws.plainenglish.io/feed published: Tue, 29 Sep 2026 12:53:28 GMT

Kubernetes Interview Questions and Answers: 35...

• Keywords: kubernetes interview, kubernetes operating, kubernetes production, reason kubernetes, kubernetes expertise, kubernetes repeatedly, kubernetes run, kubernetes interprets, understand kubernetes, kubernetes interviews
• Source: aws.plainenglish.io

AI Meeting Knowledge Base: Meet Companion Setup Guide

AI Meeting Knowledge Base: Meet Companion Setup Guide Learn how to build an AI meeting knowledge base with Meet Companion: searchable notes, action items, source-backed answers and in-call recall. Thr...

• Keywords: search meetings, ai meeting, search meeting, searchable meeting, meeting transcripts, retrieve meetings, meeting transcript, meeting stored, meeting notes, notes meetings
• Source: meetstream.ai

Lower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.3

Vision-language models have made it possible to build visual AI agents that understand video at production scale. The harder problem is turning that capability into a maintainable system that combines...

• Keywords: vision agent, nvidia ai, blueprint video, build visual, vss vision, vss agent, visual ai, vision language, blueprints video, vision ai
• Source: developer.nvidia.com

containerd 1.7 Reaches End of Life: What Breaks on 2.x

containerd 1.7 Reaches End of Life: What Breaks on 2.x containerd 1.7 reaches the end of its support window this month, and Kubernetes has already moved on: 1.35 is the last Kubernetes release that su...

• Keywords: containerd upgrade, containerd_enable_deprecated_pull_schema_1_image removed, kubernetes containerd, containerd migrates, containerd_enable_deprecated_pull_schema_1_image, deprecated containerd, turn containerd_enable_deprecated_pull_schema_1_image, containerd deprecation, kubernetes moved, containerd versions
• Source: devops-daily.com

Red team your AI model with garak

Your team just shipped an internal chatbot built on an open-weight model. It works great! It answers all of your questions, summarizes documents, and helps onboard new hires with scary efficiency. But...

• Keywords: jailbreaking ai, jailbreaking vulnerabilities, jailbreaks vulnerabilities, injection jailbreaks, jailbroken googling, jailbroken, jailbreaking, jailbroken jailbroken, vehicle jailbreaking, googling jailbreaking
• Source: developers.redhat.com

The AI Tipping Point: How AMD’s MLPerf 6.1 Results Signal the End of Nvidia’s Monopoly

Whenever a single vendor captures 80 percent of a highly lucrative market, history tells us two things are about to happen. First, the dominant player will begin to act as if their moat is impenetrabl...

• Keywords: nvidia moat, nvidia undisputed, nvidia holds, market nvidia, hardware ecosystem, software moats, nvidia highly, hardware superiority, underperforming hardware, offerings nvidia
• Source: techspective.net

Show HN: Raven – The harness of harnesses, built for RSI

One Surface, All Agents: Raven generates DAGs and orchestrates multiple specialized agents for complex tasks. Raven is the harness of harnesses, built for recursive self-improvement (RSI). As a Host A...

• Keywords: automation raven, tasks raven, agents raven, raven assembles, design raven, improvement raven, raven design, raven ai, ai raven, built agents
• Source: github.com

How we cut CI failure triage from hours to minutes using AI

80 failed jobs, each with a trace log reaching 50,000 lines. That was a typical Monday morning for our platform team after a nightly build across multiple GPU and CPU architectures, where a single mis...

• Keywords: pipeline failures, automated pipeline, analyzes failures, logs architecture, resilient automation, pipeline explored, pipeline breaks, critical automated, pipelines, ci pipeline
• Source: developers.redhat.com

PamStealer comes to Intel Macs: Analyzing the x86_64 build of a Rust macOS stealer

In late August 2026, automated telemetry identified an in-the-wild sample of PamStealer , an emerging Rust-based macOS information stealer first documented by Jamf Threat Labs . Prior public analysis...

• Keywords: macos stealer, trojanized, compiled stealer, pam_password_capture_prompt builds, security tooling, deprecated macos, macos information, macos privacy, malware functional, hardware pamstealer
• Source: iru.com

AI Native by Design: Lessons Learned from Building NVIDIA TensorRT Model Connect

Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT Model Connect is an open source collect...

• Keywords: ai agents, agents nvidia, building ai, improving agents, ai agent, development agent, project ai, parallel agents, coding agents, make ai
• Source: developer.nvidia.com

UnoDOS

One source tree, one design, twenty-two machines, from an IBM PC/XT with an 8088 to the modern laptop on your desk. UnoDOS is a family of graphical operating systems. It began as a GUI-first, 16-bit r...

• Keywords: pc64 unodos, unodos desktop, unodos proprietary, unodos legacy, unodos gui, build unodos, operating systems, original unodos, machines unodos, os
• Source: github.com

Leanpub Book LAUNCH 🚀 Production-Grade Python, LangChain & LangGraph: A deployment-first handbook for developers who know Python syntax but have not shipped Python by Fiodar Sazanavets

Leanpub Book LAUNCH 🚀 Production-Grade Python, LangChain & LangGraph: A deployment-first handbook for developers who know Python syntax but have not shipped Python by Fiodar Sazanavets Learn the engin...

• Keywords: chatbot prototypes, ai engineering, ai workflows, know python, backend ai, ai production, language ai, python, chatbot, learn python
• Source: leanpub.com

Agentic CPU Guidebook

Go deeper with this research in CS Atlas: Subscribers with access can use Atlas to explore the technical companion, compare CPU architectures, and work through the assumptions behind our forecast. Sta...

• Keywords: cpu revisited, agent cpu, cpus agentic, cpu forecast, cpu infrastructure, agentic workloads, cpu architectures, agentic workload, thinking cpu, agent workloads
• Source: thediligencestack.com

Livenerf: Has Opus 5.5 been nerfed yet?

A long-running, deterministic-as-possible benchmark for detecting whether a frontier model gets quietly worse after launch. 📋 The plan · 📊 Results · 🔬 How it works · 🧪 Pre-registration livenerf is a s...

• Keywords: livenerf benchmarks, claude benchmarks, models deterministic, nerfs models, running deterministic, models days, locally benchmark, model worse, benchmark panel, benchmark takes
• Source: github.com

Trace and Analyse Goose Sessions with OpenTelemetry, Jaeger and ClickHouse

I asked Goose “how are you?” and it took 14 seconds to answer. That got me wondering: why did it take so long? Was it the model? The network? The agent itself? I decided to try and find out. Goose has...

• Keywords: distributed tracing, tracing platform, processing agent, ai agent, agent tool, ai agents, jaeger trace, tracing, overall tracing, agent jaeger
• Source: vikram-vaswani.in

Turn Your Agent’s Failures Into a Regression Suite

Every AI application that wraps an agent is a harness! In LangChain’s Terminal-Bench experiment, changing only the harness (with the same model) moved a coding agent from ~30th place into the top 5: t...

• Keywords: coding agent, agent harness, software agent, ai agent, harnesses ai, ai agents, agent engineering, agent ai, agent tools, agent builder
• Source: decodingai.com

Using Function Calling to Build AI Agents with OpenAI and Claude

Artificial Intelligence (AI) has transformed numerous areas across industries, from automating mundane tasks to tackling complex problem-solving scenarios. The creation of AI agents capable of interac...

• Keywords: language ai, ai agent, ai agents, calls ai, create ai, calling ai, building ai, functions ai, function ai, functions openai
• Source: collabnix.com

Jeeves. Reasoning improves Jev-like decision models

A reasoning Jev-style classifier with a diffusion drafter, trained with SFT and CISPO. Inspired by Kev.

• A 9B Jev-like model (Qwen3.5-9B, LoRA, pointer head) that thinks before it decides, with a blo...

• Keywords: jev architecture, jev comparisons, kernel jev, jev test, outperforms jev, drafter jev, improves jev, reasoning jev, jev design, jev supports

• Source: github.com

My experience writing automated tests for a SPA

My experience writing automated tests for a SPA I think I managed to build quite a nice and interesting test suite recently; I’ll do my best to describe it in this post. It’s basically just a bunch of...

• Keywords: browser testing, backend tests, api tests, standalone tests, spas testing, tests réécoute, tests complicated, backend test, tests spa, automated tests
• Source: reecoute.fr

OperTraitors: How Kubernetes Operators Betray Your Security Posture

Executive Summary Kubernetes operators are coded to drastically reduce operational toil by acting as automated site reliability engineers. However, their reliance on highly privileged service accounts...

• Keywords: securing operator, secure kubernetes, excessive privileges, privileges, overlooked security, privileges including, permissions weakness, privileged service, kubernetes operators, enabling security
• Source: unit42.paloaltonetworks.com

Jev vs. LLM-as-a-Judge for AI Evals

A model that answers yes/no questions instead of writing text came out 3.5× cheaper and 3.8× faster than our gpt-4o-mini judge on 1,000 real production turns, and agreed with it on 897 of them. Here’s...

• Keywords: online evaluation, level judgments, models jev, text judging, judge threshold, judge evaluation, answered model, model answers, llm evaluation, evaluation llm
• Source: live-comet-marketing-site.pantheonsite.io

OpenClaw Enterprise - The Open Agent Platform

Today, we are excited to announce OpenClaw Enterprise (OCE), an open source, vendor neutral platform for managing persistent agents in sensitive environments. When OpenClaw first launched, it showed t...

• Keywords: openclaw agents, openclaw enterprise, openclaw support, agentic platforms, agents nerfing, environments openclaw, persistent agents, enterprise agents, openclaw altogether, agents open
• Source: openclaw.ai

Language Models for Text Classification: From Bag-of-Words to Jev

The recently released Jev AI model has been quite a cultural phenomenon in technical communities in the past 2 weeks. While Jev aims to classify things, it’s easy to dismiss Jev as “just a classifier,...

• Keywords: jev classifying, classifier jev, jev overview, implement jev, jev architecture, methodology jev, overview jev, alternative jev, jev essentially, benchmark jev
• Source: magazine.sebastianraschka.com

Daily Reading List – September 28, 2026 (#876)

I had a relaxing birthday weekend and was raring to go today. Not surprisingly, this reading list has a handful of AI-related items. [blog] Experts Lead Experts. Obvious? You’d think so. But not every...

• Keywords: ai agent, webmcp ai, enterprise ai, ai driven, ai using, ai, ai related, agent skills, ai platform, apps agents
• Source: seroter.com

Pi 0.99.0

Codemode and MCP — Connect MCP servers and let models run JavaScript that calls tools in parallel. See MCP Servers and Enable codemode. System theme — Pi's colors now come from your terminal's own pal...

• Keywords: codemode mcp, codemode models, mcp tool, model codemode, mcp builtin, codemode scripts, builtin mcp, mcp support, mcp json, openai api
• Source: pi.dev

Getting root on OnePlus 15 from an untrusted app

I've been using OnePlus phones since the OnePlus 3T. I'm currently on a OnePlus 15 (CPH2747) running OxygenOS 16, which I've had for a few months now and am pretty happy with. I figured I'd poke at th...

• Keywords: untrusted_app uid, oneplus security, clean untrusted_app, unmodified apk, untrusted_app, untrusted_app reasonably, break untrusted_app, called untrusted_app, untrusted app, vulnerabilities oneplus
• Source: blog.nns.ee

Using any C++ library in Godot

Using any C++ library in Godot Godot has become one of the most popular game engines of the last few years. It is free, open source under the MIT license, and small enough to download and start using...

• Keywords: compiling godot, godot api, build godot, libraries godot, building godot, library godot, godot_cpp classes, directly godot, godot documentation, introduction godot
• Source: blog.conan.io

AMD Boosting AI/LLM Performance For Radeon iGPUs As Much As 18~23% With Linux 7.4

AMD Boosting AI/LLM Performance For Radeon iGPUs As Much As 18~23% With Linux 7.4 If you have an AMD Ryzen laptop/desktop and looking to leverage AI/LLM capabilities with the integrated graphics, Linu...

• Keywords: amdgpu iommu_perfopt, amd perfopt, impact amdgpu, overhead amdgpu, amd iommu, perfopt amd, iommu performance, amd igpu, linux amd, amd ryzen
• Source: phoronix.com

How Linux readahead works, and the two ways to change it

• Blog /

• How Linux readahead works, and the two ways to change it Most of the time, when we read a file, we do not think much about what happens underneath. You ask for some bytes, you get some byte...

• Keywords: kernel readahead, successive readahead, linux readahead, files readahead, file readahead, cache reads, reading readahead, readahead sequential, keeps readahead, readahead rarely

• Source: victoriametrics.com

instructlab/granite-7b-lab-GGUF — public verification state: pending

instructlab/granite-7b-lab-GGUF instructlab/granite-7b-lab-GGUF is an open-weights language model for general under the apache-2.0 license (4.1 GB), added to Hugging Bay Jun 30, 2026. Hosted open-weig...

• Keywords: download granite, downloads granite, q4_k_m granite, granite 7b, sha256sum downloads, instructlab granite, file sha, lab files, download instructlab, hashfile
• Source: huggingbay.xyz

upm Launches as a Fast, Tiny Package Manager Written in TypeScript

upm Launches as a Fast, Tiny Package Manager Written in TypeScript upm uses Node.js to deliver fast npm installs in about 250 KB, with a JavaScript API and security defaults.

• Sarah Gooding There's a...

• Keywords: npm installs, implemented npm, typescript npm, tools npm, npm client, manager npm, package managers, supported npmrc, small npm, npm registry

• Source: socket.dev

Automating Knowledge Graph Population: Extracting Entities and Triples from Unstructured Text with an LLM

In this article, you will learn how to automatically extract structured knowledge from raw text and populate a knowledge graph with SPOC quads using a local LLM via Ollama. Topics we will cover includ...

• Keywords: knowledge graph, knowledge retrieval, unstructured wikipedia, retrieval pipeline, wikipedia automated, graph knowledge, extract structured, structured knowledge, information retrieval, automating knowledge
• Source: machinelearningmastery.com

ClickHouse Workload for Microsoft Fabric: sub-second analytics on OneLake, now in public preview

For most data teams on Microsoft Fabric, the question of where data lives is settled. It's in OneLake, governed and unified. The harder question is what to do when an AI agent starts querying that dat...

• Keywords: fabric workload, fabric cloud, microsoft fabric, service fabric, data teams, concurrency team, workload microsoft, queries collaboration, fabric workspace, sync granular
• Source: clickhouse.com

Nura (postmarketOS): The road to daily-drivable mainline phones

We have shown that running mainline Linux on your phone is a real possibility for highly invested Linux enthusiasts. Now how do we get from there to making it usable for everybody else who just wants...

• Keywords: device category, devices nura, devices categories, devices main, device main, devices discussions, device features, main device, device specific, device kernel
• Source: postmarketos.org

NVIDIA Kumo Tabular Sets a New Accuracy-Efficiency Frontier for Tabular Prediction

NVIDIA Kumo Tabular Sets a New Accuracy-Efficiency Frontier for Tabular Prediction Highlights (TL;DR) NVIDIA Kumo Tabular, part of the NVIDIA Kumo Structured model collection, is an open foundation mo...

• Keywords: tabular nvidia, benchmarks tabarena, tabular kumo, tabular prediction, models tabular, kumo tabular, model tabular, nvidia kumo, tabular pretrained, tabular built
• Source: huggingface.co

GLM-5.3 and the spread of advanced cyber capabilities

Subscribe to the Frontier Red Team newsletter Get updates on our latest red-teaming research and findings. Andrew Fasano, Marius Fleischer Cole McFaul, Robert Xiao, Tripp Gallagher Five months ago, we...

• Keywords: exploits glm, glm cyber, impactful cyberattacks, models exploit, glm sandboxed, mythos trusted, cyber defenders, glm released, glm safeguards, cyber exploits
• Source: anthropic.com

Unix File and Directory Permissions and Modes (2018)

Unix and Linux systems (including Mac OS X and other POSIX compliant systems) have a (relatively) simple system for controlling access to files and directories. This system is defined in POSIX.1:2008...

• Keywords: files permissions, files permission, permissions operations, file access, permissions files, permissions write, permissions standard, permission files, posix permissions, basic permissions
• Source: wpollock.com

imwizard/redteaming_model_flanT5_classification_2 — public verification state: pending

imwizard/redteaming_model_flanT5_classification_2 imwizard/redteaming_model_flanT5_classification_2 is an open-weights language model for general under the apache-2.0 license (897 MB), added to Huggin...

• Keywords: redteaming_model_flant5_classification_2 file, redteaming_model_flant5_classification_2 library, redteaming_model_flant5_classification_2 imwizard, imwizard redteaming_model_flant5_classification_2, redteaming_model_flant5_classification_2 unknown, redteaming_model_flant5_classification_2, ready redteaming_model_flant5_classification_2, redteaming_model_flant5_classification_2 open, redteaming_model_flant5_classification_2 use, redteaming_model_flant5_classification_2 run
• Source: huggingbay.xyz

Jev and DuckDB: Plain-English Conditions in SQL

Jev and DuckDB: Plain-English Conditions in SQL TL;DR: TypeSafe AI released Jev, a model that returns typed answers instead of text, on September 15, 2026. Within ten days, several community extension...

• Keywords: queries duckdb, jev sql, duckdb rows, jev duckdb, duckdb jev, csv parquet, types duckdb, result duckdb, duckdb extension, exact duckdb
• Source: duckdb.org

6 MCP Servers That Make My Coding Agent Actually Useful in 2026

There are thousands of MCP servers now. Most of the ones I tried added noise instead of signal. These six earned a permanent spot in my setup, and each one closes a specific gap between my agent and r...

• Keywords: atlassian mcp, github mcp, agent code, agent implementer, agent context, fix agent, code agent, mcp tool, server agent, verify agent
• Source: thetshaped.dev

chartreuse-verte/distilbert-base-uncased-go-emotions-student-GGUF — public verification state: pending

chartreuse-verte/distilbert-base-uncased-go-emotions-student-GGUF chartreuse-verte/distilbert-base-uncased-go-emotions-student-GGUF is an open-weights language model for text classification under the...

• Keywords: classification file, download chartreuse, gguf chartreuse, gguf file, gguf files, classification chartreuse, huggingface chartreuse, classification library, model chartreuse, weights language
• Source: huggingbay.xyz

dicksondickson/Swift-1.5-Qwen3.8-27b-oQ5e-fp16-mtp — public verification state: pending

dicksondickson/Swift-1.5-Qwen3.8-27b-oQ5e-fp16-mtp dicksondickson/Swift-1.5-Qwen3.8-27b-oQ5e-fp16-mtp is an open-weights language model for general under the mit license (21.2 GB), added to Hugging Ba...

• Keywords: sha256sum downloads, file sha, gb file, bytes file, file weight, 27b files, hashfile, bytes mac, file arrived, filehash
• Source: huggingbay.xyz

OpenClaw makes its agent control plane free for enterprise deployment

OpenClaw makes its agent control plane free for enterprise deployment The self-hosted platform is available for internal pilots, with Red Hat and NVIDIA helping develop it after OpenAI donated the pro...

• Keywords: openclaw enterprise, license openclaw, openclaw creator, openclaw project, requirements openclaw, openclaw foundation, project openclaw, framework openclaw, released openclaw, openclaw makes
• Source: runtimewire.com

P99 CONF 26 Agenda: The Wait is Over

Finally, the P99 CONF 2026 agenda is set. We won’t bore you with all the behind-the-scenes juggling and jigsaw work involved. Please, just make sure you’re signed up, then start choosing your own adve...

• Keywords: finally p99, p99 conf, new p99, technical conference, chat p99, talks ai, future io_uring, p99, conference things, sys challenges
• Source: p99conf.io

The 4 best AI agent authentication tools in 2026

As you help users connect your AI agents to MCP servers, you’ll need to implement authentication flows that prevent unauthorized access and protect sensitive information. Developing and maintaining th...

• Keywords: authenticate agents, merge agent, agent authentication, authenticate agent, authenticate ai, agent auth, authenticating agentid, authentication ai, authenticating merge, authenticating ai
• Source: merge.dev

Crease-Proof Layouts, Brain Rot Without the Black Frames, and Un-Breaking a Non-Breaking Release

-5b301f10ddcd---4 crawled_date: 2026-09-29T19:54:38.133021+00:00 feed_url: https://itnext.io/feed published: Tue, 29 Sep 2026 18:55:49 GMT

Crease-Proof Layouts, Brain Rot Without the Black Frames...

• Keywords: folding iphone, foldable phone, device folds, phone folded, introduced foldable, folding, folds, foldable, foldables, fold
• Source: itnext.io

DirtyBlanket: Fake Express Packages on npm Spread a Linux Worm

DirtyBlanket: Fake Express Packages on npm Spread a Linux Worm On this page Nine npm packages hide a self-spreading Linux worm. The npm account dirtyblanket published all nine on September 29, 2026, i...

• Keywords: worm npm, worm linux, linux worm, repository worm, machine worm, host worm, runs worm, worm installs, package npm, compromised packages
• Source: safedep.io

env zero Previews Control Plane for Agentic DevOps Workflows

TL;DR — Key Takeaways

• env zero’s new EZ Control platform is designed to detect infrastructure divergence and automatically determine and execute remediation based on policies defined by DevOps teams...

• Keywords: defined devops, devopscon ai, based devops, devops policies, devops tooling, devops workflows, apparent devops, devops teams, env zero, iac devops

• Source: devops.com

Evolving our calendar assistant Reclaim to be AI-native without starting over

Calendars hold more than just blocks of time. They reflect how people plan their days, coordinate with others, and make room for what matters to them. Reclaim, the Dropbox-owned calendar assistant, he...

• Keywords: calendar assistant, calendar reclaim, agent calendar, calendar context, calendar essentially, requests calendar, handled calendar, busy calendars, calendar option, calendars making
• Source: dropbox.tech

llm-semantic-router/lora_jailbreak_classifier_modernbert-base_model — public verification state: pending

llm-semantic-router/lora_jailbreak_classifier_modernbert-base_model llm-semantic-router/lora_jailbreak_classifier_modernbert-base_model is an open-weights language model for text classification under...

• Keywords: lora_jailbreak_classifier_modernbert base_model, lora_jailbreak_classifier_modernbert, ready lora_jailbreak_classifier_modernbert, router lora_jailbreak_classifier_modernbert, jailbreak classifier, lora jailbreak, safetensors files, jailbreak, sha256sum downloads, download llm
• Source: huggingbay.xyz

When CPUs Write IOUs: How GPU Acceleration Can Buy Back Your Analytics Window

Key Takeaways

• GPU acceleration can help capital markets firms complete compute-heavy analytics faster and reclaim shrinking processing windows.

• GPUs are best suited to large, repeated and parallel...

• Keywords: gpu throughput, gpu benchmark, assess gpu, processing gpu, decisions gpu, gpu compute, parallel gpus, gpu acceleration, gpu speed, cpu gpu

• Source: kx.com

ESPARGOS - ESP-SDR: Raw IQ Capture with Espressif's ESP32 Chips

ESP-SDR Raw IQ Capture with Espressif's ESP32 Chips Espressif Systems' ESP32 microcontrollers are well known for their Wi-Fi and Bluetooth capabilities. Over the past few months (and with the help of...

• Keywords: sdr esp32, esp32 signal, esp32 capture, iq baseband, band esp32, esp sdr, esp32 chips, example esp32, esp32 transmit, supported esp32
• Source: espargos.net

2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX — public verification state: pending

2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX 2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX is an open-weights language model for text generation under the apache-2.0 license (9.0...

• Keywords: bytes file, sha256sum downloads, file sha, file, 27b files, file exact, ternary bonsai, files source, file metadata, file arrived
• Source: huggingbay.xyz

Fingerprint Builds an AI Identity Layer for the Hybrid Web

The News Fingerprint is expanding its device intelligence platform as AI assistants, autonomous agents, and other forms of automation come to account for a larger share of web traffic. Through Authori...

• Keywords: api fingerprint, intelligence api, authorized ai, fingerprint automation, fingerprint device, ai providers, fingerprint data, ai assistant, access fingerprint, automation intelligence
• Source: efficientlyconnected.com

ForgeWorks/ForgePlex-M2-9M — public verification state: pending

ForgeWorks/ForgePlex-M2-9M ForgeWorks/ForgePlex-M2-9M is an open-weights language model for text generation under the apache-2.0 license (40 MB), added to Hugging Bay Sep 29, 2026. Hosted open-weights...

• Keywords: file sha, forgeplex m2, sha256sum downloads, download forgeworks, forgeworks forgeplex, 9m forgeworks, safetensors sha256, forgeworks model, 9m file, hashfile
• Source: huggingbay.xyz

Kimi K3: A Claude clone or something else?

Originally published on the Weights & Biases by CoreWeave blog on July 26, 2026. On July 16, 2026, Moonshot AI released Kimi K3, a 2.8 trillion-parameter open-weight model that became the most debated...

• Keywords: k3 moonshot, moonshot k3, information moonshot, explanation moonshot, k3 report, moonshot internal, moonshot benchmarks, moonshot compute, sanctions moonshot, moonshot million
• Source: wf.coreweave.com

Meta AI Muse Spark: A guide to Meta's AI models

Meta has shifted to a new flagship AI model called Muse Spark and sent the Llama "herd" of models to the farm upstate. It's a dramatic but understandable shift in AI strategy from the company that was...

• Keywords: muse ai, meta muse, muse agent, muse agentic, models muse, use muse, just muse, meta models, models meta, uses muse
• Source: zapier.com

Show HN: TurboGPT: train 22KiB transformer in 13s

Tiny byte-level GPT training in CUDA C++. MIT. Windows, Visual Studio 2022 C++ tools, and CUDA 13.4: .\build.ps1 -CudaArch 86 CudaArch is the GPU compute capability from NVIDIA's CUDA GPU list. .\buil...

• Keywords: cuda gpu, cudaarch gpu, training cuda, nvidia cuda, gpu compute, tools cuda, cuda, cuda 13, gpu, gpt training
• Source: github.com

SSO vs OAuth vs OIDC vs SAML

Why AI Changes the Way You Design REST APIs Presented by Oracle AI inference can take seconds, fail, or need retries, which can make holding an HTTP request open fragile. Oracle’s guide explains a mor...

• Keywords: sso oauth, oauth vs, vs oauth, oauth saml, identity oauth, oauth identity, oidc authentication, oauth oidc, oauth uses, authentication oauth
• Source: blog.levelupcoding.com

TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T — public verification state: pending

TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T is an open-weights language model for text generation under the apache-2.0 licen...

• Keywords: download tinyllama, generation tinyllama, ready tinyllama, tinyllama tinyllama, gb file, model tinyllama, 5t file, published tinyllama, tinyllama 1b, tinyllama
• Source: huggingbay.xyz

Upstash Blob Now Includes 1 TB of Free Egress Every Month

Upstash Blob Now Includes 1 TB of Free Egress Every Month Upstash Blob now gives you 1 TB of free egress every month on the pay-as-you-go plan. You pay for bandwidth only after the first terabyte, at...

• Keywords: egress costs, blob bandwidth, uploads pricing, upload bandwidth, bandwidth costs, bandwidth terabyte, gb egress, egress free, bandwidth free, upstash blob
• Source: upstash.com

Want to Become a Gold-Tier AWS Cloud/DevOps Engineer?

-35e7a49c6df5---4 crawled_date: 2026-09-29T13:53:02.344682+00:00 feed_url: https://aws.plainenglish.io/feed published: Tue, 29 Sep 2026 12:53:37 GMT

Member-only story Want to Become a Gold-Tier A...

• Keywords: aws projects, learning aws, cloud devops, aws resources, aws cloud, tier aws, devops engineer, aws plainenglish, aws, 13 aws
• Source: aws.plainenglish.io

alphaedge-ai/multilingual-e5-base-ceb-16384 — public verification state: pending

alphaedge-ai/multilingual-e5-base-ceb-16384 alphaedge-ai/multilingual-e5-base-ceb-16384 is an embedding model for sentence similarity and retrieval under the mit license (396 MB), added to Hugging Bay...

• Keywords: download alphaedge, sha256sum downloads, file sha, hashfile, safetensors files, safetensors sha256, file exact, shasum 256, filehash, model alphaedge
• Source: huggingbay.xyz

Constella Preview: Swap Query Models Without Re-Embedding

Constella Preview: Swap Query Models Without Re-Embedding Dylan Couzon ·September 29, 2026 On this page: As query traffic grows, so does the compute bill for embedding it. On a low-power device, a lar...

• Keywords: query embeddings, query_model embed, warm query, nano query_model, encode queries, query_vector query_model, query models, query_model textembedding, qdrantclient memory, queries hybrid
• Source: qdrant.tech

GitHub says its AI taskflows found 24 Android vulnerabilities

GitHub says its AI taskflows found 24 Android vulnerabilities GitHub Security Lab says its open-source workflows found and reported 24 flaws. The examples include an OsmAnd location-tracking bug and a...

• Keywords: android audit, audit workflows, mobile audit, findings github, android vulnerabilities, vulnerabilities android, activity github, audit run_mobile, workflows inspected, audit workflow
• Source: runtimewire.com

Jev for analytics: turn text columns into gold, in plain SQL

Every now and then, we all end up with a table that has a big text column. A comment, some customer feedback, or worse, an address nobody parsed upstream. There are insights in that column, but they'r...

• Keywords: 000 rows, responded column, rows jev, text column, column comment, rows write, column, column plain, column actually, table complaints_100k
• Source: motherduck.com

alea-institute/kl3m-doc-pico-contracts-001 — public verification state: pending

alea-institute/kl3m-doc-pico-contracts-001 alea-institute/kl3m-doc-pico-contracts-001 is an open-weights language model for masked-language modeling under the cc-by-4.0 license (175 MB), added to Hugg...

• Keywords: kl3m doc, download alea, safetensors files, 001 file, file sha, 001 alea, file exact, bytes file, kl3m, model alea
• Source: huggingbay.xyz

Deser: Rethinking Rust Serialization

written on September 29, 2026 Serde is an amazing serialization library for Rust and it has been a huge reason why I felt productive with it for years. However already while at Sentry I got quite frus...

• Keywords: serde_json uses, serde_json arbitrary_precision, serde type, enum serde_json, serde deserialization, types serde, serde features, serde data, particular serde, serde binary
• Source: lucumr.pocoo.org

Forrest20231206/pii-zh-qwen3-0.6b-24class — public verification state: pending

Forrest20231206/pii-zh-qwen3-0.6b-24class Forrest20231206/pii-zh-qwen3-0.6b-24class is an open-weights language model for token classification under the apache-2.0 license (2.4 GB), added to Hugging B...

• Keywords: forrest20231206 pii, sha256sum downloads, file sha, safetensors sha256, file exact, file, 4039 file, bytes file, zh file, pii
• Source: huggingbay.xyz

Image-to-Video AI Models Compared: Cost, Resolution, and Control

Image-to-Video AI Models Compared: Cost, Resolution, and Control OpenRouter · If you already have the image a video should start from, choosing an image-to-video model comes down to what has to happen...

• Keywords: video models, videos models, video generation, video model, videogenerationrequest model, videos api, models video, video ai, video generates, videogeneration generate
• Source: openrouter.ai

JaehyeokLee/preliminary_5m_checkpoint_epoch_1_step_40 — public verification state: pending

JaehyeokLee/preliminary_5m_checkpoint_epoch_1_step_40 JaehyeokLee/preliminary_5m_checkpoint_epoch_1_step_40 is an embedding model for sentence similarity and retrieval under the mit license (2.3 GB),...

• Keywords: jaehyeoklee preliminary_5m_checkpoint_epoch_1_step_40, preliminary_5m_checkpoint_epoch_1_step_40 jaehyeoklee, preliminary_5m_checkpoint_epoch_1_step_40 file, download jaehyeoklee, ready preliminary_5m_checkpoint_epoch_1_step_40, preliminary_5m_checkpoint_epoch_1_step_40 embedding, preliminary_5m_checkpoint_epoch_1_step_40 sentence, preliminary_5m_checkpoint_epoch_1_step_40, preliminary_5m_checkpoint_epoch_1_step_40 hugging, preliminary_5m_checkpoint_epoch_1_step_40 5m
• Source: huggingbay.xyz

mishrabp/roberta-sentiment-analysis-merged — public verification state: pending

mishrabp/roberta-sentiment-analysis-merged mishrabp/roberta-sentiment-analysis-merged is an open-weights language model for text classification under the mit license (254 MB), added to Hugging Bay Sep...

• Keywords: file sha, file metadata, file, safetensors files, files experts, file samples, hashfile, files known, files, files source
• Source: huggingbay.xyz

New Cyber-OSINT model released

The Cyber-OSINT model that You can run locally.

• MoE (26B total, 4B active, 262K ctx) trained on 6,500 OSINT/CTI instructions.

• SFT for cyber threat intel and investigative work.

• Threat-actor attr...

• Keywords: cyber osint, cyber devops, threat intel, cyber model, intel investigative, sft cyber, security model, 7b cyber, intel, cyber threat

• Source: twitter.com

OpenMed/OpenMed-ZeroShot-NER-Protein-Small-166M-mlx — public verification state: pending

OpenMed/OpenMed-ZeroShot-NER-Protein-Small-166M-mlx OpenMed/OpenMed-ZeroShot-NER-Protein-Small-166M-mlx is an open-weights language model for token classification under the apache-2.0 license (619 MB)...

• Keywords: download openmed, openmed zeroshot, library openmed, mlx openmed, openmed openmed, classification openmed, openmed, model openmed, mlx file, openmed weights
• Source: huggingbay.xyz

Pining for Arc Downcasting in Rust

In the course of writing my build driver, I came across a bit of an unusual problem, for which I made a bit of an usual solution. I think the solution is interesting and would like to talk about it, b...

• Keywords: concurrent cache, json cache, cache multiple, cache self, conferred cache, lock cache, cache, cache values, self cache, struct proxy
• Source: wolfgirl.dev

tomaarsen/splade-cocondenser-selfdistil-msmarco-kldiv-marginmse-minilm-temp-4 — public verification state: pending

tomaarsen/splade-cocondenser-selfdistil-msmarco-kldiv-marginmse-minilm-temp-4 tomaarsen/splade-cocondenser-selfdistil-msmarco-kldiv-marginmse-minilm-temp-4 is an embedding model for text embeddings un...

• Keywords: safetensors files, marginmse, unsafe files, file exact, file, download tomaarsen, bytes file, download file, marginmse minilm, file ready
• Source: huggingbay.xyz

Turso 0.8: Concurrent writes without SQLite's single-writer bottleneck

Today we are announcing the release of Turso 0.8. We are continuing work from the previous release to improve the engine under real-world workloads. So far, we've focused on SQLite features, compatibi...

• Keywords: turso architecture, writes turso, turso write, turso transaction, transactions turso, turso sqlite, faster turso, concurrent writes, concurrently sqlite, benchmark sqlite
• Source: turso.tech

Jarred Sumner previews compiled Bun that starts Claude Code's CLI 24% faster

Jarred Sumner on X: "An early preview of experimental Bun + JSC with ahead-of-time compilation For Claude Code's CLI: 24% faster startup, 48% lower memory, 46% lower CPU, and nearly 2x larger binary s...

• Keywords: compiled demand, compilation information, types javascriptcore, size typescript, intrinsic compiles, size javascript, javascript usage, runs types, compiles bytecode, peak javascript
• Source: x.com

Native Looping in FME 2026.2: How to Build, Debug, and Decide When to Loop

Looping used to be a tricky piece of a data integration workflow, but as of FME 2026.2, you can create loops right on the main canvas. This post explains how native looping works, where loops are genu...

• Keywords: looping fme, loop fme, fme loops, workflows loops, looping used, loops built, native looping, looped practical, loops run, loop features
• Source: fme.safe.com

Tutorial: Benchmarking GPT-6 Astra vs Claude Fable 5.1 vs GPT-5.6 Sol using W&B Weave

Originally published on the Weights & Biases by CoreWeave blog on September 7, 2026. GPT-6 Astra is here. OpenAI’s latest model brings improvements in coding, research, and tasks that require multiple...

• Keywords: benchmarks astra, astra benchmark, benchmarking gpt, gpt astra, astra gpt, astra performance, token efficiency, openai gpt, task benchmark, higher benchmark
• Source: wf.coreweave.com

WSL containers is now generally available

WSL containers is now generally available WSL is central to our commitment to making Windows the best place to build, run and manage Linux workloads. As AI, cloud-native development, containers, and o...

• Keywords: wsl containers, containers wsl, wsl container, wslc container, platform wsl, run wslc, manage wsl, wsl architecture, managing wsl, use wsl
• Source: blogs.windows.com

NVIDIA Open Agent Safety Platform Launched

Today, NVIDIA made waves with two big announcements. One was a $150B addition to its authorized share repurchase plan. The other was the NVIDIA Open Agent Safety Platform, which aims to add safety gua...

• Keywords: nvidia openshell, nvidia ecosystem, agent frameworks, open agent, agent safety, role nvidia, organizations nvidia, nvidia industry, openshell protection, manages sandbox
• Source: servethehome.com

VLM Enhanced Metadata For My Icon Galleries

VLM Enhanced Metadata For My Icon Galleries Confession: I got nerd-sniped by Sam Henri Gold’s request for my icon galleries: I'd like to humbly request artwork-level searching in macosicongallery.com...

• Keywords: metadata icons, icon metadata, icon galleries, metadata icon, related icons, representation icons, icon data, icon classify, tagging icons, icons keywords
• Source: blog.jim-nielsen.com

Why Do LLMs Lie?

Debugging Agents in Different Environments - Live Workshop (Sponsored) Your agent returns something odd. Was it the prompt, a tool call that timed out, or a response your code could not parse? Without...

• Keywords: debugging agents, agent tracing, agent returns, agents sentry, inventing refund, agents different, allows refunds, sentry agent, agents, qualifies refund
• Source: blog.bytebytego.com

Day 0 Support: GPT-6.1 Sol

Day 0 Support: GPT-6.1 Sol LiteLLM now supports GPT-6.1 Sol. Route traffic to it through the LiteLLM AI Gateway with the same config you use for every other OpenAI model. GPT-6.1 Sol is an upgrade to...

• Keywords: openai gpt, model openai, openai model, openai, 10 openai, use openai, litellm gpt, gpt sol, openai serves, openai matches
• Source: docs.litellm.ai

NOCL Making Progress As Mesa Gallium/OpenCL Atop NVIDIA CUDA

NOCL Making Progress As Mesa Gallium/OpenCL Atop NVIDIA CUDA In development the past year has been the Mesa Gallium3D API implemented atop NVIDIA's CUDA driver API. Initially named "CLUDA" and now goi...

• Keywords: nvidia opencl, nocl provides, nocl developments, nocl mesa, supports opencl, embedded nocl, latest nocl, nocl xdc, opencl proprietary, nocl
• Source: phoronix.com

rust-store-py 2.5.0

Python binding (PyO3) for the rust-store multi-backend data engine: GQL parsing, permissions, computed columns and SQL dialect translation for MongoDB, MySQL, SQLite and PostgreSQL

• Keywords: engine gql, gql, mongodb, backend data, data engine, rust store, pyo3 rust, translation mongodb, gql parsing, mongodb mysql
• Source: pypi.org

What if Jev spoke Arrow?

What if Jev spoke Arrow? Jev is TypeSafe AI’s new model for turning natural language and application state into typed decisions. You supply the context and define the possible answers. Jev returns cho...

• Keywords: modeling jev, jev typesafe, jev arrow, jev spoke, arrow jev, jev evaluates, jev answers, answers jev, jev, decisions jev
• Source: columnar.tech

Why moving embedding inside turbopuffer drops search latency

turbopuffer has historically been BYOE: bring your own embeddings. This allowed us to focus solely on pushing the frontier of semantic search scale and performance while giving our customers the flexi...

• Keywords: embeddings turbopuffer, embedding turbopuffer, turbopuffer allows, turbopuffer fast, embedding workloads, turbopuffer query, turbopuffer writes, turbopuffer, work turbopuffer, turbopuffer automatically
• Source: turbopuffer.com

CPU-Hour vs Wall-Clock Pricing for Sandboxes: Which One Costs Less?

CPU-Hour vs Wall-Clock Pricing for Sandboxes: Which One Costs Less? A lower CPU rate on a pricing page doesn't always mean you'll pay less for a sandbox. Some providers charge for every second the san...

• Keywords: pricing cpu, sandbox costs, sandboxes costs, sandbox cpu, cpu rates, cpu billing, cpu hour, pricing sandboxes, cpu hourly, clock pricing
• Source: upstash.com

Developer policy update: Transparency, state policy, and what’s ahead

Developer policy update: Transparency, state policy, and what’s ahead Explore GitHub’s latest transparency data and learn more about policy updates affecting developers and open source. Policy decisio...

• Keywords: government requests, government reporting, government takedowns, report government, responds government, source policy, government takedown, policy issues, policy updates, reach policymakers
• Source: github.blog

ChatGPT Pro 500

ChatGPT Pro now offers Pro 500, a new $500/month plan that includes Astra Ultrafast. Pro 200 is also available for new subscriptions again. New subscriptions that aren’t eligible for grandfathering in...

• Keywords: pro subscription, subscription pro, monthly pro, subscription chatgpt, pro billed, billing pro, pro plans, pro plan, chatgpt pro, chatgpt subscription
• Source: help.openai.com

Nicholas Polson has authored 258 academic papers in 2026 (so far)

Jeremy Horpedahl tells the story: Nicholas Polson has, by my count using his SSRN page, already written 258 working papers in 2026 alone. He’s already written (or at least published to SSRN), six pape...

• Keywords: polson papers, academic paper, ssrn papers, papers think, papers hopes, papers ssrn, long paper, scientific paper, paper blogging, papers 2026
• Source: statmodeling.stat.columbia.edu

Show HN: Jevstiller – Distill Jev into a local model, with a disagreement bound

A local model that answers like Jev 98% of the time, and how we know September 2026. Every number here is from the benchmarks, and bash experiments/bench.sh --no-record reruns them without an API key....

• Keywords: jev confidence, guarantees batch, jev consistency, model jev, tasks jev, cache jevstiller, jevstiller data, jev code, jev probability, budget jevstiller
• Source: jevstiller.pages.dev

Dots

Dots are remarkably capable, always-on agents built to handle everything. They’re a whole new way to work with AI—one that gets to know what matters to you, is always working on your behalf, and takes...

• Keywords: dots enterprise, dots build, manage dots, dots dedicated, dots learn, dots microsoft, apps dots, dots use, dots pro, ask dots
• Source: openai.com

How to work in a software engineering team (2022)

How to work in a software engineering team This post is a summary of Chapter 2, "How to work well in teams", from Software Engineering at Google. Software development is a team endeavor. To succeed in...

• Keywords: software development, succeed team, development team, collaborators goal, build team, programmers afraid, programmers work, engineering team, work teams, software engineering
• Source: kimmosaaskilahti.fi

Running Pydantic AI agents on Jev, and seeing what they decided

A lot of the agents I see in production don't write anything. They read a support ticket and decide who owns it. They look at a shell command and decide whether it's safe to run. The output is a bool...

• Keywords: agent output_type, agent pydantic, pydantic ai, agent logfire, result agent, field pydantic_ai, agent asking, pydantic_ai, pydantic evals, agent typesafe
• Source: pydantic.dev

When Internet Explorer passed Netscape for the first time

It was on September 28, 1998 that Internet Explorer passed Netscape in market share for the first time. It took just under three years for it to go from an afterthought in the Microsoft Plus pack to t...

• Keywords: microsoft browser, browser standards, 1998 browsers, browser compatible, browsers eventually, explorer netscape, 1998 browser, browser matters, dominant browser, browser mattered
• Source: dfarq.homeip.net

A Practical Guide to Symantec PAM Secondary Sites

A Practical Guide to Symantec PAM Secondary Sites Part 2: Why "Less Is More" in Symantec PAM Clustering

• Placing secondary sites near regional target devices minimizes session path distance and reduc...

• Keywords: pam clustering, secondary sites, pam nodes, secondary site, extending pam, site placement, symantec pam, availability nodes, cluster maintenance, primary site

• Source: security.com

The new Firefox design is here

More modern. More flexible. Still Firefox. What comes to mind when you think of Firefox? Is it our best-in-class privacy features and ad blocking capabilities? Our partnerships with Wrexham, NVIDIA or...

• Keywords: modern firefox, future firefox, firefox feel, firefox design, new firefox, firefox new, flexible firefox, firefox best, design firefox, choose firefox
• Source: blog.mozilla.org

Are agent harnesses dying? What harness distillation changes

Every time you think you’ve just got the hang of this AI thing, another thing gets declared “dead”. This week, it’s agent harnesses. Back in ancient history, aka June, I wrote a piece called “Framewor...

• Keywords: agent harnesses, agent harness, trained agent, harness models, harness evolution, harness methodology, harness trained, observability harness, unevolved harness, harness intervention
• Source: arize.com

CI is changing

Stay in the loop CI is changing Over the past month, companies like Anthropic, Linear, and Lindy have all reached the same conclusion: CI is now the bottleneck in software engineering. It feels like t...

• Keywords: ci bottlenecks, faster ci, ci bottleneck, ci slow, running ci, slow ci, waiting ci, ci reconsider, ci optimizations, ci keeping
• Source: depot.dev

Free the models: Harness design at the frontier

Model routers are everywhere right now: a small model reads each turn and picks which model should handle it. The inconvenient truth is that the router is always less capable than the model it’s choos...

• Keywords: agent core, subagent tiers, subagent dispatch, agent baselines, replit agent, benchmarks deepswe, delegate costly, subagent core, sidekick architecture, swe agent
• Source: replit.com

GPT 6.1 Sol

GPT-6.1Sol Near-Astra intelligence for a fifth of the price We’re introducing GPT‑6.1 Sol, an upgrade to GPT‑6 Sol that nearly matches GPT‑6 Astra’s intelligence on agentic coding, computer use, and p...

• Keywords: gpt astra, tasks gpt, evaluations gpt, astra gpt, improvements gpt, gpt sol, effort gpt, codebases gpt, outperforms gpt, astra performance
• Source: openai.com

LTX adds tiled 4K and 8K video edits with separate Refine and Restore controls

LTX.io on X: "Introducing Native Resolution, the first VFX Week drop, plus two new IC-LoRAs: Refine and Restore. Native Resolution runs AI edits on 4K and 8K footage and long shots. Overlapping tiles...

• Keywords: ltx io, gpu refine, refine footage, resolution vfx, resolution workflow, native resolution, camera refine, 8k footage, loras refine, restore enhances
• Source: x.com

Open Source Observability Day Speaker

Tags AIOps, chatops, CNCF, conference, demo, observability, OpAMP, OpenTelemetry, Presentation I’m excited to share that I will be speaking as part of the Open Source Observability Day virtual confere...

• Keywords: using aiops, aiops effectiveness, aiops chatops, chatops aiops, mixing aiops, aiops idea, ai agents, opamp aiops, open agent, virtual conference
• Source: blog.mp3monster.org

Ortet launches a health AI lab focused on predicting outcomes for individual patients

We’re excited to announce Ortet, a frontier AI lab for health. A fundamental gap in care today is that the industry and its scientific tools focus on discovering what works at the population level, wh...

• Keywords: ai lab, building ai, foundational ai, frontier ai, ai scientists, ai, ai advances, ai research, neural text, layer ai
• Source: x.com

Your coding agent can now use the QA Wolf MCP

Our MCP server is live and ready to use inside the agentic coding tool of your choice, including Codex and Claude Code. Now when your coding agent says the PR is done and bug free, you can get a secon...

• Keywords: testing autopilot, coverage update, suite testing, test suite, agent codebase, process autopilot, coding agent, qa process, run tests, test coverage
• Source: qawolf.com

A Security Engineer’s Guide to AI Hallucination Risks

A Security Engineer’s Guide to AI Hallucination Risks AI coding assistants are now a part of many development workflows, suggesting dependencies and drafting the security logic around them. The output...

• Keywords: ai hallucination, ai hallucinations, risks ai, hallucinations establishes, hallucination risks, frameworks hallucination, fabricated ai, hallucination, automated defenses, hallucination happens
• Source: softwareengineeringdaily.com

macOS Golden Gate Is a Buggy Mess

In June 2008 Apple announced Mac OS X Snow Leopard, proudly boasting that it would have "no new features". Instead of piling on new things, Snow Leopard aimed to build on the success of its predecesso...

• Keywords: predecessor leopard, leopard opting, struggle macos, alignment bugs, leopard nearly, snow leopard, leopard, leopard aimed, alignment hard, announced mac
• Source: squareorbits.com

Your data, your storage, your rules: a 2026 guide to storing Unity Catalog managed tables

Your managed table data lives in cloud storage you own, at a location you control by Elizabeth Bowman and Isabel Dong Unity catalog managed tables allow you to control the placement of your data when...

• Keywords: databricks manages, tables databricks, databricks managed, databricks controlled, databricks table, databricks decide, databricks owned, databricks handles, databricks data, managed storage
• Source: databricks.com

DevDay 2026 Recap

DevDay 2026 Recap At DevDay 2026, we’re giving people more ways to take on ambitious work and tools to build what comes next. DevDay 2026 is our biggest yet, with more than 20 major announcements acro...

• Keywords: devday 2026, collaborate developers, comes devday, devday, agents collaborate, agents ongoing, introduced agents, developers, people ai, collaborate
• Source: openai.com

How Diffusion Controller unifies and simplifies AI image generation

Algorithms & Theory

• Keywords: algorithms theory, algorithms, theory
• Source: research.google

New PlayStation 5 Console Jailbreak Released

Supported firmware: 7.00 through 13.60.

• In the network settings, set Primary DNS to 45.56.67.85 (Recommended) - Run python serve.py locally, or open https://ntfargo.github.io/Relapse-Exploit/ on the...

• Keywords: port9021 webkit, webkit, webkit need, relapse exploit, kernel ntfargo, exploit ps5, browser stalls, kernel exploit, attempts reload, browser stage

• Source: github.com

Dead Money

<p>If you liked this piece, you should subscribe to my premium newsletter, and you can subscribe on the following links:<a href="https://edzitronswheresyouredatghostio.outpost.pub/public/promo-subscri...

• Keywords: premium newsletter, subscribe premium, weekly premium, newsletter including, newsletter subscribe, promo subscription, newsletter, subscription, subscription w1kx6awthd, https edzitronswheresyouredatghostio
• Source: wheresyoured.at

Preparing for Offensive Cyber Agents: Piloting AI-Enabled Penetration Testing and Red Teaming

Preparing for Offensive Cyber Agents: Piloting AI-Enabled Penetration Testing and Red Teaming This report was coauthored by Jam Kraprayoon and Matthew Mittelsteadt. Offensive cyber agents that can aut...

• Keywords: strategies cyberattacks, cyberattacks hardened, execute cyberattacks, executing cyberattacks, cyberattacks emerging, cyberattacks increasing, agents cyber, hardening cyber, cybersecurity infrastructure, operations defenders
• Source: iaps.ai