Accelerate cluster access with AUP and SUP. Automated, secure user provisioning for SUNK (Slurm on Kubernetes) that syncs identities from your IdP or CW IAM in minutes.
From major launches to real-world demos, CoreWeave’s GTC 2026 recap explores the industry shifts shaping how AI is built, run, and improved in production.
Vercel Daemons can now send OpenTelemetry traces to Vercel Tracing, allowing you and your agents to inspect background worker operations alongside the rest of your project's traces. Vercel provides each daemon with a Unix socket for receiving OTLP/HTTP traces and sets the socket'…
In June, we announced the general availability of Amazon WorkSpaces for AI agents. That launch gave your agents a managed way to operate the desktop applications your business runs on, including ERP clients, claims systems, engineering tools, and internal apps that were never bui…
Among OpenSearch query types, span queries give you precise control over where terms appear in a document and how they relate to one another. Learn how span queries work, when to use them instead of phrase queries, and how to compose them to enforce exact term order, position, an…
An Amazon Aurora MySQL cluster can exhaust its virtual index ID limit, after which any CREATE INDEX that includes a virtual column fails with error 63955 until you rebuild the databases. This post shows how to recognize the error, why backups cannot clear it, and how to run a log…
RDS Proxy multiplexes many client connections across a small pool of database connections, but connection pinning, pool fragmentation, and uncommitted transactions can silently disable that benefit for PostgreSQL workloads. Part 1 shows how to recognize each condition with Amazon…
Metrics alone can't always pinpoint what is reducing RDS Proxy multiplexing for PostgreSQL. Part 2 shows how to use Amazon CloudWatch Logs Insights with enhanced proxy logs to find the root cause, what healthy multiplexing looks like in metrics and logs, and how to set up CloudWa…
AWS Cloud WAN Flow Logs capture flow-level traffic across your global network. Learn how to create flow logs at the core network, edge, and attachment scopes, publish them to Amazon CloudWatch Logs, Amazon S3, or Amazon Data Firehose, and query them with Amazon Athena and CloudWa…
Python UDFs in PySpark can be slow because data is serialized between the JVM and the Python runtime. We benchmark five approaches on AWS Glue 6.0 (standard Python, Arrow-optimized Python, vectorized pandas, native Arrow UDFs, and Spark SQL) across 10M to 100M rows, and separate…
Snowflake is named a Leader in the inaugural Magic Quadrant for Data Lakehouse Platforms report by Gartner. Explore its approach to modernization, governance and AI.
Climate change is the issue. As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered. Blog moderation policy.
The best Stratechery content from the week of November 9, 2026, including the shocking demise of Jensen Huang; enterprise, consumer and Intel; and professional basketbal.
Remove the need to have to type out the name of the helper. The post How can I make it easier to use the helper class that lets me pass more than one parameter to <CODE>co_await</CODE>? appeared first on The Old New Thing.
Jensen Huang has resigned as CEO of Nvidia and left its board. CFO Colette Kress will be interim CEO. Here is a quick profile of Kress. Here is a look at some of the potential long term successors. There were … Continue reading →
This essay is adapted from a keynote speech delivered at the DEF CON 34 conference in Las Vegas on August 7, 2026. The essay originally appeared in CyberScoop. I want to talk about AI hacking. There are three aspects: people hacking AI systems, people using AI to hack other syste…
Posted by Lenny Primak on Nov 13 Severity: CVSS 4.0: 2.3 (low) CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:L/VI:L/VA:N/SC:N/SI:N/SA:N/S:N/AU:N/V:D/RE:L/U:Green Affected versions: - Apache Shiro (org.apache.shiro:shiro-core) before 3.0.2 Description: When PropertiesRealm reloads its prop…
Posted by Lenny Primak on Nov 13 Severity: CVSS 4.0: 2.3 (low) CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:L/VI:L/VA:N/SC:N/SI:N/SA:N/S:N/AU:N/V:D/RE:L/U:Green Affected versions: - Apache Shiro (org.apache.shiro:shiro-core) before 3.0.2 Description: `DefaultPasswordService` and `SimpleC…
M-156, ChromeOS version 16836.33.0 (Browser version 156.0.8078.102）has rolled out to ChromeOS devices on the Stable channel. If you find new issues, please let us know one of the following ways: File a bug Visit our ChromeOS communities General: Chromebook Help Community Be…
We have published Qubes Security Bulletin (QSB) 124: Partial filtering bypass in split-gpg2. The text of this QSB and its accompanying cryptographic signatures are reproduced below, followed by a general explanation of this announcement and authentication instructions. Qubes Secu…
SCKit abuses ScreenConnect to deploy unauthorized remote access and target technicians. Explore the attack chain, mitigations, and Microsoft Defender XDR hunting. The post SCKit abuses ScreenConnect to deploy remote access and target technician sessions appeared first on Microsof…
Bulletin ID: HCSEC-2026-60 Affected Products / Versions: cap/jwt up to 0.13.0; fixed in 0.14.0. Publication Date: November 13, 2026 Summary The HashiCorp cap JWT validation library before version 0.14.0 is vulnerable to a claims validation bypass that may cause downstream applica…
The rapid growth of long-form documents presents a fundamental challenge to information retrieval (IR). Their length, dispersed evidence, and complex structures demand approaches that go beyond standard passage-level techniques. This survey provides a comprehensive review of long…
ACM TKDD (Knowledge Discovery from Data)Nov 5Open code
Retrieval-augmented generation (RAG) has attracted significant attention for enhancing large language models (LLMs) in domain-specific and knowledge-intensive tasks by utilizing external documents retrieved by retrievers. However, LLMs often struggle to determine which retrieved…
Multi-modal Recommender System (MRS) has emerged as a key information retrieval technology, widely adopted to enhance various web platforms. However, three interrelated challenges remain insufficiently explored: (1) noisy multi-modal content, (2) noisy user feedback, and (3) misa…
Recommendation throughout the cold-start period remains a challenge in recommender systems. Strictly cold entities (users/items) have no interactions, while warm-up entities only have a few unreliable interactions. Strict cold-start methods typically overlook warm-up entities, wh…
In recommender systems, user feedback typically follows a long-tail distribution, which leads many recommendation algorithms to exacerbate popularity bias by disproportionately favoring popular items. To mitigate this issue, recent studies have employed Inverse Propensity Scoring…
The conversational recommendation system (CRS) breaks the limitations of traditional static methods, presenting a novel framework for personalized recommendations with real-time adaptability and dynamic interactions. Existing methods predominantly focus on the balance between “ex…
Clusterwise Linear Regression (CLR) integrates clustering and regression to uncover complex relationships within heterogeneous datasets by simultaneously partitioning data and fitting cluster-specific models. This dual capability offers a significant advantage over traditional re…
A novel, thorough manual survey is presented, focusing on the trustworthy extraction and application of temporal features in drone video feeds for object detection and tracking. Trust stems from reducing the necessary scope of opaque, deep components, and externally accounting fo…
Releases
Stable versions of the tools and libraries we track. Prereleases are left out.
Adobe Acrobat PDF 2026 desktop setup with text and image editing directly inside any PDF, conversion to and from Word, Excel and images, plus fill, sign and merge documents with an AI assistant for Windows 11
DxO PhotoLab 10 2026 desktop setup with DeepPRIME XD denoising for clean high-ISO shots, optical corrections from measured lens profiles, and non-destructive RAW workflow with local adjustments on Windows 11
Kontakt 8 2026 desktop setup with industry-standard sampler for virtual instruments, thousands of libraries and the Kontakt Factory, plus a scripting engine to build your own instruments on Windows 11
AI at work outside tech — in health, science, finance, government and more — from the users, regulators and journals themselves. Only real use: deployments, approvals, trials, results.
Nothing in this section in the last 7 days.
Watch
Launches, keynotes, demos and talks from the makers' own channels, and interviews with the people who build it. A video loads from YouTube only when you press play.
