$ checkup --date 2026-10-28

0.166.0-alpha.5 · 2026-10-28 04:49 UTC

Release 0.166.0-alpha.5

0.166.0-alpha.4 · 2026-10-28 01:28 UTC

Release 0.166.0-alpha.4

0.165.0 · 2026-10-27 20:11 UTC

New Features Added a built-in Google Cloud Vertex AI provider, configured with model_provider = "gcp" .

Counting the Bandages: On measuring the time that AI saves · 2026-10-28 04:00 UTC

I consider what it means for AI assistance to save time. I contrast a stopwatch view, on which time saved is whatever the clock records, with a ledger view, on which it is a counterfactual that has to be read next to the errors the work lets through, and I argue for the latter.

Excerpt from arXiv cs.AI (https://arxiv.org/list/cs.AI/recent), arXiv metadata, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/), shortened.

Enhancing Deep Learning Model Performance through Data Generation Strategies: Classification of Olive Tree Diseases · 2026-10-28 04:00 UTC

Deep learning models are highly effective in a wide range of domains, particu larly in plant disease diagnosis. However, their performance is often limited by challenges such as insufficient data and class imbalance.

Excerpt from arXiv cs.AI (https://arxiv.org/list/cs.AI/recent), arXiv metadata, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/), shortened.

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents · 2026-10-28 04:00 UTC

Multimodal intelligence can be viewed as human-guided co-evolution between worlds and agents through interaction.

Excerpt from arXiv cs.AI (https://arxiv.org/list/cs.AI/recent), arXiv metadata, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/), shortened.

ReCoPII: A Relation-Grounded Framework for Building Contextual PII Masking Datasets · 2026-10-28 04:00 UTC

Training contextual masking systems for personally identifiable information (PII) requires examples distinguishing maskable from preservable mentions of one entity type, but privacy restrictions limit access to real data.

Excerpt from arXiv cs.CL (https://arxiv.org/list/cs.CL/recent), arXiv metadata, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/), shortened.

MedJev: Evaluating Zero-Shot System-One Decision Making in Medicine · 2026-10-28 04:00 UTC

System One decision models such as Jev answer structured questions in a single forward pass without generating text, offering fast and computationally efficient clinical decision support.

Excerpt from arXiv cs.CL (https://arxiv.org/list/cs.CL/recent), arXiv metadata, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/), shortened.

OmniBrain-0: A Unified Agentic Model for Embodied Intelligence · 2026-10-28 04:00 UTC

General-purpose embodied intelligence requires robots to coordinate diverse skills over long horizons, track task progress, and recover from failures.

Excerpt from arXiv cs.CL (https://arxiv.org/list/cs.CL/recent), arXiv metadata, CC0 1.0 (https://creativecommons.org/publicdomain/zero/1.0/), shortened.

GhostBSD 26.2 · 2026-10-28 02:38 UTC

GhostBSD is a user-friendly desktop operating system based on FreeBSD.

Omarchy 4.5.0-rc2 · 2026-10-28 01:36 UTC

Omarchy is an Arch-based Linux distribution featuring the Hyprland tiling window manager.

Gnomarchy 2026.10.27 · 2026-10-27 23:51 UTC

Gnomarchy is a rolling-release, developer-friendly Linux distribution based on Arch Linux, with components borrowed from Omarchy.

v4.5.0-rc2 · 2026-10-28 02:07 UTC

⚠️ This is a release candidate, not a final release.

b11946 · 2026-10-28 02:02 UTC

server : add realtime conversation and transcription on /v1/realtime ( #31269 ) server : add realtime conversation and transcription on /v1/realtime Co-authored-by: Xuan Son Nguyen son@huggingface.co…

b11945 · 2026-10-28 01:44 UTC

model : add LiquidAI/d1-2B and LiquidAI/d1-omni-2B ( #31275 ) model : add LiquidAI/d1-2B and LiquidAI/d1-omni-2B Assisted-by: Claude Opus 5.5 convert : keep the speech task templates out of the d1…

b11944 · 2026-10-28 01:27 UTC

server: expose the reasoning effort levels of the chat template ( #31271 ) server: expose the reasoning effort levels of the chat template The capability probe renders a user turn for each candidate…

Scribus 1.6.7 Open-Source Desktop Publishing App Released with Improvements · 2026-10-28 00:35 UTC

Scribus 1.6.7 free and open-source desktop publishing software is now available for download with various improvements, as well as bug and security fixes.

Mozilla Thunderbird 159 Email Client Improves Tray Icon Support on Linux · 2026-10-27 18:07 UTC

Mozilla Thunderbird 159 open-source email client is now available for download with updated tray icons on Linux to indicate unread mail and show the message count in the tooltip.

KDE Plasma 6.8.2 Desktop Environment Released with Numerous Bug Fixes · 2026-10-27 14:13 UTC

KDE Plasma 6.8.2 is now available as the second maintenance update to the latest KDE Plasma 6.8 desktop environment series with various bug fixes and improvements.

Wine Merges Support For MESA_map_buffer_client_pointer To Improve WoW64 32-bit OpenGL · 2026-10-28 00:33 UTC

An initiative led by CodeWeavers this year has come to fruition for improving OpenGL support with WoW64 for bettering Windows 32-bit application/game support while using 64-bit system libraries...

Linux 7.4 Introduces DMA-BUF Support To I/O Path With IO_uring · 2026-10-27 21:09 UTC

Merged today for the ongoing Linux 7.4 merge window is the infrastructure for enabling DMA-BUF support in the kernel's I/O path with the wonderful IO_uring framework...

Raspberry Pi Zero 3 W & Raspberry Pi 4 Model A Surface In Linux Kernel Patches · 2026-10-27 19:53 UTC

It looks like a next-generation Raspberry Pi Zero is about to surface, the long-awaited Raspberry Pi Zero 3 W.

Ubuntu firmware HWE will prevent issues on older kernel · 2026-10-27 23:15 UTC

Ubuntu is planning a new linux-firmware-hwe package, in an effort to reduce the risk of firmware updates for newer kernels causing problems for users running older ones.

"No human at the helm": Delaware plan would let AI agents run entire businesses · 2026-10-27 21:50 UTC

A Delaware proposal to let companies be operated by AI agents would help the firms' human owners evade legal responsibility for reckless and harmful actions taken by the AI, US Rep.

Anthropic IPO warns its AI could blackmail people, become sentient, end humanity · 2026-10-27 21:31 UTC

The Securities and Exchange Commission 's publication on Monday of Anthropic's S-1 form —ahead of a heavily anticipated initial public offering—has led to plenty of discussion of whether the…

Vibe genes? Natural(ish) language comes to protein, genome design software · 2026-10-27 18:49 UTC

Protein design tools may be getting increasingly sophisticated , but you still need a sophisticated understanding of protein structure for them to work.

v0.40.12 · 2026-10-27 21:41 UTC

Liquid AI LFM3 LFM3 is Liquid AI's new family of small models built for local agents, tool calling, and structured output, on Liquid's new tri-hybrid architecture.

v0.40.12-rc1 · 2026-10-27 15:47 UTC

mlx: add LFM3 and d1 models ( #19333 )

NVIDIA RTX Spark Powers Neural Rendering and AI Characters in Games · 2026-10-27 21:10 UTC

NVIDIA RTX Spark is a new Windows PC platform for AI development, creation, and gaming in slim laptops and compact desktops.

Memory-Enforced GPU Sharing in Kubernetes with NVIDIA CUDA 13.4 · 2026-10-27 20:50 UTC

Many AI workloads need only a fraction of a GPU.

v2.1.312 · 2026-10-27 20:24 UTC

What's changed Added oidc.user_id_claim to the Claude apps gateway, to identify people by an id_token claim other than sub , such as Microsoft Entra ID's oid Added click to send: in fullscreen,…

Voting has restarted on the third Steering Committee election · 2026-10-27 20:22 UTC

After receiving feedback concerning the availability of information in the election, the EC has decided to cancel the previous attempt and to re-start the OpaVote election for the third Steering…

Game Boy Color on My Conference Badge · 2026-10-27 19:34 UTC

I'm at GitHub Universe this week and, similar to last year , the conference badge is a full-blown color screen computer.

How Anthropic ships Claude with Claude: Separating the Brain from the Hands · 2026-10-27 18:53 UTC

Watch the full episode on YouTube As we learned from the Anthropic S-1 filings yesterday , the lab has some of the highest revenue and research efficiency in human history, particularly with -126%…

How Anthropic ships the #1 LLM in the World safely: Separating the Brain from the Hands · 2026-10-27 18:40 UTC

Katelyn Lesse and Angela Jiang join Latent Space to explain the engineering behind the Claude Platform: launching Opus 5.5, separating the model’s “brain” from the agent’s “hands,” scaling APIs, and…

Coding From the Himalayas With an Offline AI Agent · 2026-10-27 14:41 UTC

When we talk about working remotely , we take a lot of things for granted, especially reliable internet and power.

Robinson: Raspberry Pi 5 on Fedora · 2026-10-27 18:11 UTC

Peter Robinson has written a blog post about the current state of Fedora support for Raspberry Pi 5 devices.

[$] Guidelines for panics in kernel code · 2026-10-27 13:56 UTC

Alexandre Courbot spends most of his time working on the kernel doing code reviews.

Security updates for Tuesday · 2026-10-27 13:37 UTC

Security updates have been issued by AlmaLinux (bind, bind9.18, brotli, buildah, container-tools:4.0, container-tools:rhel8, firefox, flatpak, freeipmi, gcc, golang, grafana, httpd, kernel,…

Build specialized multimodal models with LFM3 · 2026-10-27 17:16 UTC

Can we trust LLMs to judge whether a research idea is novel? · 2026-10-27 16:12 UTC

Rocky Linux Creator Built a New "Not Linux" Kernel in 11 Days Using AI · 2026-10-27 15:31 UTC

Gregory Kurtzer is no stranger to the Linux world.

In a Setback to VMWare, Tesco is Looking to Migrate to Proxmox · 2026-10-27 09:48 UTC

Tesco , the supermarket group with stores in the UK and certain regions of Europe, is hiring a Head of Software Engineering for its Edge Platform.

22 Things to Do After Installing Ubuntu 26.10 Stonking Stingray · 2026-10-27 05:52 UTC

Ubuntu works reasonably well out of the box, but a fresh installation still leaves plenty of room for improvement.

Retell uses OpenAI models to help power 100M monthly calls · 2026-10-27 15:00 UTC

GPT-6 Astra tops Retell’s voice agent benchmark, while Codex helps it reach a $1.6M annual revenue run rate per employee.

OpenAI expands partnership with Oracle to bring its apps to ChatGPT · 2026-10-27 07:00 UTC

OpenAI and Oracle are expanding their partnership to bring business applications and AI agents into ChatGPT and power new Oracle offerings.

next-20261027: linux-next · 2026-10-27 14:33 UTC

Version: next-20261027 (linux-next) Released: 2026-10-27

Omacom Foundation hires HANCORE as Head of Design and Community · 2026-10-27 11:00 UTC

We’re hiring HANCORE as Head of Design and Community !

Can we trust LLMs to judge whether a research idea is novel? · 2026-10-27 08:00 UTC

Old Ideas, Novel Problems tests how reliably LLMs judge the novelty of research ideas, finding that small changes to the evaluation setup can produce very different verdicts.