Tech news, November 9, 2026
Monday: 602 pieces the paper read from primary sources, by section, newest first. Each links to its source; the line under it is the source's own opening.
The morning briefing
As the paper printed it on /brief/ at 08:46 UTC, in the sources' own words.
- LeadBeyond the Version Bump: Running PostgreSQL Major Upgrades in Percona Operator for PostgreSQL
It was quite challenging to perform postgres major upgrade, e.g., v17 to v18, in a Percona operator/K8s environment.
- NewsNVIDIA Announces New Planned Investments in Korean Startups at the MSIT-NVIDIA AI Startup Partnership Forum
Korea’s Ministry of Science and ICT and NVIDIA hosted the MSIT-NVIDIA AI Startup Partnership Forum at COEX.
- NewsGiving the Optimizer a Hint: What’s New in MariaDB Server 13.0, compatibility and beyond
The optimizer is one of the most important components of a database server.
- Outage[Network infrastructure] - AMS1 ; Room H6 Rack 50 - RPN Switch down
Since UTC 2026-11-07 02:51:47, an RPN switch is unreachable, RPN connectivity is unavailable for some servers in this rack.
- SecurityA week in security (November 2 – November 8)
A list of topics we covered in the week of November 2 to November 8 of 2026
- Deadlinegemini-3.6-flash shuts down in 10 days
Replacement: gemini-3.8-flash.
News
187 pieces, the newest 20 here.
- Introducing GIFT-Eval-CTX: An Open-Source Benchmark for Contextual Forecasting
Built by Salesforce AI Research, GIFT-Eval-CTX measures how effectively LLMs and agentic AI convert forward-looking context, such as promotions or weather events, into precise for…
- Automate ETL pipeline creation with Amazon Bedrock AgentCore and AWS Glue
Agentic Data Ingestion is an open-source solution that uses AI agents on Amazon Bedrock to automate data pipeline creation, from file upload to queryable tables.
- Terminal-Bench 4.1 hardens the verifiers behind the scores
Terminal-Bench 4.1 is now available.
- Terminal-Bench 4.1 hardens the verifiers behind the scores
Terminal-Bench 4.1 is now available.
- Retirement: Support for .NET 8 and .NET 9 on Static Web Apps is ending November 10, 2026
Support for.NET 8 and.NET 9 will end on November 10, 2026.
- Introducing the Workday Data Cloud integration with AWS
Workday Data Cloud now integrates with AWS, giving developers bi-directional, zero-copy access to Workday's governed people and money data from the AWS analytics and AI services t…
- Amazon CloudWatch Logs announces account-level retention policies
Amazon CloudWatch Logs now supports account-level retention policies, so you can use a single policy to set how long log data is kept across all or subset of log groups in an AWS…
- 6 easy ways to use the Figma agent right now
From making designs more expressive and automating busywork, to exploring more possibilities on the canvas, here are six ways to push designers further with the Figma agent.
- Quickly confirm system-applied classification labels in Google Drive, Docs, Sheets, and Slides
We’re making it faster to confirm automatically applied classification labels in Google Drive, Docs, Sheets, and Slides.
- World Models + Physical AI
This blog post was developed by the Exploration Workstream of the Generative AI Commons which is a Working Group in LF AI & Data.
- AWS Glue adds 100 new native connectors for popular SaaS applications
AWS Glue now supports 100 new native connectors that simplify access to data in popular SaaS and REST API-based applications.
- Self-sufficient mobile weather station
A weather research station powered by the weather itself.
- CoreWeave Zero Trust AI Framework: Your Model. Your Data. Your Trust.
Introducing the CoreWeave Zero Trust AI Framework, which gives customers full control over sensitive AI workloads, from keys to runtime.
- Vercel Sandbox snapshot creation is now up to 10x faster
Vercel Sandbox now creates snapshots up to 10x faster.
- Never Share Your Password Again — The OAuth 2.0 Solution
- Transforming fleet analytics for Novus Hi-Tech through agentic AI
Learn how Novus Hi-Tech, with the AWS Prototyping and AI Customer Engineering (PACE) team, built FleetGPT, an agentic AI solution on Amazon Bedrock that turns fleet IoT data into…
- Grok Bot has a Tailscale integration—and now you can, too
Agent access without exposing your network — Tailscale OAuth apps are now GA.
- Exploring the world's languages with Language Explorer
Natural Language Processing
- Define metrics once and keep them correct with the dbt Semantic Layer on Amazon Redshift
Amazon Redshift has no native semantic layer, yet teams still need consistent, governed metric definitions across BI tools.
- How DeepL keeps closest-exit routing during maintenance with AWS Cloud WAN
DeepL runs a multi-Region hybrid network across multiple AWS Regions and AWS Direct Connect locations.
New Models
4 pieces.
- New model: Thinking Machines: Inkling 2 Small
Inkling 2 Small is an open-weight multimodal mixture-of-experts reasoning model from Thinking Machines Lab, with 17B active parameters out of 594B total.
- New model: Anthropic: Claude Fable 5.2
Claude Fable 5.2 is Anthropic's most capable model for the most demanding technical work, with gains over Fable 5.1 in coding, reasoning, and vision.
- New model: Meta: Muse Ember
Muse Ember is the smallest and most efficient model from Meta that’s designed for complex reasoning execution and the work agents repeat all day: tool calls, coding agent subtasks…
- Open model: Zyphra/ZONOS3-Mini
Trending on the Hugging Face Hub.
Security Desk
80 pieces, the newest 10 here.
- USN-8890-3: libsoup regression
USN-8890-1 fixed vulnerabilities in libsoup.
- Chrome for Android Update
Hi, everyone!
- CVE-2026-124034, CVE-2026-124035: Issues with Amazon Braket SDK
Bulletin ID: 2026-175-AWS Publication Date: 11/09/2026 14:15 PM PST Description: Amazon Braket SDK is an open source Python library that customers use to run quantum tasks and hyb…
- Critical: Kubeflow Pipelines API server lacks authorization for shared pipeline uploads
Affects github.com/kubeflow/pipelines.
- Critical: GPUStack: Authentication bypass via trusted loopback source (reverse-proxy TCP peer or X-GPUStack-Real-IP header) grants unauthenticated admin
Affects gpustack.
- Critical: Pocket ID: Email verification token remains valid after address change, enabling arbitrary verified-email spoofing
Affects github.com/pocket-id/pocket-id/backend.
- CVE-2026-124033 - Relative path traversal in the log export commands in AWS ParallelCluster CLI
Bulletin ID: 2026-174-AWS Publication Date: 11/09/2026 13:00 PM PST Description: AWS ParallelCluster CLI is an open source command line tool, distributed on PyPI as aws-parallelcl…
- CVE-2026-111497 Portfolio Status: Impact of Brotli Vulnerability (CVE-2026-111497) on Palo Alto Networks Products (Severity: CRITICAL)
- N-able Disables Cloud Services Following Disclosure of "Able2Shell" Exploit Chains
UPDATE: N-able took N-central offline after 33 critical flaws were disclosed, including chains enabling remote code execution and privilege escalation.
- Stable Channel Update for Desktop
The Stable channel has been updated to 157.0.8103.50/.51 for Windows and Mac and 157.0.8103.50 to Linux which will roll out over the coming days/weeks.
Technical Guides
12 pieces, the newest 10 here.
- Single-shot and agentic retrieval with Amazon Bedrock Managed Knowledge Base
Amazon Bedrock Managed Knowledge Base now supports single-shot RAG and retrieval-only requests through AgenticRetrieveStream, alongside agentic retrieval.
- Introducing Claude Fable 5.2 on AWS
Claude Fable 5.2 and Claude Mythos 5.2 are now available on Amazon Bedrock and Claude Platform on AWS.
- NVIDIA Nemotron 3.5 Super VL is now available in Amazon SageMaker JumpStart
NVIDIA Nemotron 3.5 Super VL, a 120B-parameter multimodal vision-language model, is now available in Amazon SageMaker JumpStart.
- Make a Robot Arm Feel Weightless with NVIDIA Holoscan 5
Picture guiding a robot arm by hand while its motors supply just enough torque to support its weight and keep the robot upright.
- Pluggable Agentic AI Framework: A seven-layer composable enterprise agentic AI reference architecture on Amazon Bedrock AgentCore
A seven-layer composable reference architecture for taking enterprise agentic AI from prototype to production on Amazon Bedrock AgentCore.
- How CrossnoKaye grounds physical AI with Amazon Bedrock AgentCore
CrossnoKaye brought physical AI to heavy industry with Amazon Bedrock AgentCore.
- Professional work deserves professional tools. Meet AWS Quick.
Introducing AWS Quick, formerly Amazon Quick, and the debut of our first brand campaign celebrating teams who keep business moving.
- Running parallel migration waves on AWS Transform with team isolation
Choose the right workspace and job isolation model so multiple migration teams can run concurrently without conflicts
- Fewer bits, same recall: More conservative auto-calibration sweeps for DiskBBQ
Elasticsearch now weights document bits three times higher in its cost model, so DiskBBQ tries preconditioning and deeper reranking before spending another bit and quantized vecto…
- From Simulation to Reality: Why Your Robot Works Perfectly in the Lab But Fails in Real Life
Explore the simulation-to-reality problem in robotics and learn how domain randomization, system identification, reinforcement learning, and evaluation can help policies transfer…
AI in the Field
7 pieces, the newest 6 here.
- Palantir hires a former Democratic senator as it faces scrutiny in new Congress
As tech companies face growing criticism and backlash, AI Now's Senior Economic and National Security Fellow Aya Ibrahim warns that they will go to great lengths to burnish their…
- A single AI model simulates the behavior of many substances, from sliding sand to folding proteins
By learning how matter moves, the WorldParticle system could assist with developing soft robots, medicines, and more.
- AI-assisted learning platform helps robots reason beyond literal commands
The new approach, known as FLEX, could lead to more intuitive, interactive household and assistive robots.
- Notice of Public Meetings of the Maryland Advisory Committee to the U.S. Commission on Civil Rights
Notice is hereby given, pursuant to the provisions of the rules and regulations of the U.S.
- Medicare and Medicaid Programs; CY 2027 Payment Policies Under the Physician Fee Schedule and Other Changes to Part B Payment and Coverage Policies; Medicare Shared Savings Program Requirements; and Medicare Prescription Drug Inflation Rebate Program
This final rule addresses: changes to the physician fee schedule (PFS); other changes to Medicare Part B payment policies to ensure that payment systems are updated to reflect cha…
- Multimodal cell foundation models require synergistic integration beyond alignment
Nature Machine Intelligence, Published online: 09 November 2026; doi:10.1038/s42256-026-01328-3 Richter et al.
Columns
10 pieces, the newest 6 here.
- Locating the source of a mysterious beep with Claude
Our house has a box room, full of boxes that we still haven't unpacked from our last move.
- Fable 5.2 and Jagged AGI
General, often expert, and sometimes jagged
- What Frontier Labs Buy: A Data Deep Dive with Handshake AI — Garrett Lord & Team
Handshake went from launch to $1B in one year pushing the envelope of specialized data for frontier labs.
- If the Windows Update hot patcher checks that the function hasn’t already been patched, does that mean you can’t install two hot-patches?
It knows what it did.
- AI R&D Is Accelerating Towards Potential RSI in 2027
METR came out with an extensive report on how much AI is accelerating AI R&D at Anthropic, and thus how close we might be to recursive self-improvement (RSI) and how far that migh…
- Import AI 480: Self-sustaining space economies; AI for science progress, and Meta builds perfect hands for a superintelligence
Welcome to Import AI, a newsletter about AI research.
Research
144 pieces, the newest 10 here.
- Reframe: Observation-Aligned Multi-Teacher On-Policy Distillation for Agentic Visual Reasoning
Agentic reinforcement learning (RL) and multi-teacher on-policy distillation (MOPD) offer complementary routes to post-training.
- World In-Context Learning for Agentic Robot Manipulation
Trained action policies write manipulation skill into network weights, tying what is learned to the distribution it is learned from.
- Guiding Data Allocation for Robust Subpopulation Generalization
Machine learning models often achieve high average accuracy in the training data while performing poorly on test data due to subpopulation shift.
- Beyond Modality Preference: Controlling Multimodal Arbitration under Modality Conflict in MLLMs
Multimodal large language models (MLLMs) integrate information across modalities, but become unreliable when those modalities disagree.
- Kolmogorov-Chapman Maps: Trajectory-Free Learning for Simulating Molecular Dynamics
Stochastic differential equations (SDEs) describe stochastic processes across a wide range of scientific domains, including physics, biology, and finance.
- Grasping the Future: Joint 3D Hand-Object Forecasting From Internet Videos
To interact with an object, we need to anticipate both how it will move and how our hands should move with it.
- Adaptive Quantization Preserves Fast Rates for TD Learning over Rate-Limited Channels
Motivated by reinforcement learning subject to communication constraints, we study a policy evaluation problem with linear function approximation over a rate-limited channel.
- Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks
Despite impressive progress, existing feed-forward large 3D reconstruction models produce a single, irrevocable prediction.
- HiVe-Mem: Interleaving Horizontal Memory Expansion and Vertical Evidence Composition for Multimodal Agents
As multimodal agents accumulate increasingly long interaction histories, effectively retrieving and utilizing past information becomes critical for long-term interaction.
- Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection
Anomaly detection (AD) is a critical for trustworthy machine learning and scientific discovery.
Releases
56 pieces, the newest 12 here.
- Ollama 0.40.16: Ripple Preview
- 1.108.4 (LTS)
- Tailwind CSS 4.3.4: Add @tailwindcss/turbopack, a Turbopack loader for using Tailwind CSS with Next.js (#20367)
- Playwright 1.65.0: Run tests with Bun
- langchain-fireworks==1.7.3
- Temporal 1.33.0-167.1: patched temporal version
- next 16.4.6
- Next.js 16.4.6: This release is backporting bug fixes. It does not include all pending features/changes on canary
- @ai-sdk/vue@2.0.287
- Claude Code 2.1.321: Claude Fable 5.2 (claude-fable-5-2), now the default Fable model — 1M context, $8/$40 per Mtok with…
- Goose 1.58.0: Opt-in context relevance operation #12589
- Istio 1.32.0
New Repos & Packages
21 pieces, the newest 8 here.
Watch
23 pieces, the newest 6 here.
- Microsoft's Satya Nadella: Building the Sovereign AI Stack
- WG Workload Aware Scheduling Meeting for 2026-11-09
- DQX Studio Demo: No-Code Data Quality on Databricks
- How Gemini 4 Argon & Carbon were built (ft. DeepMind’s Head of Gemini Product)
- Shopify's Continual Learning Loop with PyTorch and vLLM - Cody Mazza-Anthony - PyTorchCon NA Keynote
- Demo: How to Build Resilient Supply Chains with Multi-Agent AI and MongoDB
Package releases
58 from the most used packages' own repositories, the newest 15 here.
- genai-prices v0.2.2 · every release →
- marked v18.2.0 · every release →
- laminas/laminas-stdlib 3.22.0 · every release →
- zbateson/mail-mime-parser 4.0.9 · every release →
- resend v2.53.1 · every release →
- datasets 5.2.0 · every release →
- laminas/laminas-code 4.19.0 · every release →
- express-rate-limit v8.7.4 · every release →
- playwright v1.65.0 · every release →
- fancy-regex 0.20.1 · every release →
- ty 0.0.100 · every release →
- @aws-sdk/types v3.1165.0 · every release →
- claude-agent-sdk v0.2.180 · every release →
- readdir-glob v4.0.0 · every release →
- ydb 3.35.0 · every release →