Today in one line
Today: A defense official reveals how AI chatbots could be used for ta… · The who, what, and why of the attack that has shut down Stryker… · AI: Nvidia steps into the open-source AI gap that OpenAI, Met….
Top 10 — News
- A defense official reveals how AI chatbots could be used for targeting decisions The US military might use generative AI systems to rank lists of targets and make recommendations—which would be vetted by humans—about whi…
- The who, what, and why of the attack that has shut down Stryker’s Windows network Company says it doesn't know how long it will take to restore its Microsoft environment.
- How to watch Jensen Huang’s Nvidia GTC 2026 keynote GTC — which stands for GPU Technology Conference — is Nvidia's flagship annual event, where the chipmaker typically uses the spotlight to a…
- The best Bluetooth trackers for Apple and Android phones Some people rarely lose things.
- Retrieval After RAG: Hybrid Search, Agents, and Database Design — Simon Hørup Eskildsen of Turbopuffer Turbopuffer came out of a reading app.
- A scalable framework for correcting public transport timetables using real-time data for accessibility analysis arXiv:2603.11477v1 Announce Type: new Abstract: Travel time is a fundamental component of accessibility measurement, yet most accessibility…
- Can You Instruct a Robot to Make a PBJ Sandwich? Article URL: https://pbj.deliberateinc.com/ Comments URL: https://news.ycombinator.com/item?id=47360243 Points: 9 # Comments: 7
- Golden Sets: Regression Engineering for Probabilistic Systems Article URL: https://heavythoughtcloud.com/knowledge/designing-a-golden-set Comments URL: https://news.ycombinator.com/item?id=47359822 Poi…
- “This is not the computer for you” Article URL: https://samhenri.gold/blog/20260312-this-is-not-the-computer-for-you/ Comments URL: https://news.ycombinator.com/item?id=47359…
- Sales automation startup Rox AI hits $1.2B valuation, sources say
Rox, founded in 2024 by the former chief growth officer of New Relic, offers an AI-native alternative to CRM tools.
AI tools & model updates
- Nvidia steps into the open-source AI gap that OpenAI, Meta, and Anthropic left behind An SEC filing reveals that Nvidia plans to spend $26 billion on open-weight AI models over the next five years.
- Comfy-Org/ComfyUI: comfyanonymous/ComfyUI: v0.17.0 Release update (see link for changelog).
- Amazon Bedrock AgentCore Runtime now supports stateful MCP server features Amazon Bedrock AgentCore Runtime now supports stateful Model Context Protocol (MCP) server features, enabling developers to build MCP serve…
- NVIDIA/TensorRT-LLM: v1.2.0 Release update (see link for changelog).
- BerriAI/litellm: v1.82.0.dev6 Release update (see link for changelog).
- langchain-ai/langchain: langchain==1.2.12 Release update (see link for changelog).
- Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning Agentic AI systems need models with the specialized depth to solve dense technical problems autonomously.
- vllm-project/vllm: v0.17.1 Release update (see link for changelog).
Full list — News (30)
The US military might use generative AI systems to rank lists of targets and make recommendations—which would be vetted by humans—about whi…
Company says it doesn't know how long it will take to restore its Microsoft environment.
GTC — which stands for GPU Technology Conference — is Nvidia's flagship annual event, where the chipmaker typically uses the spotlight to a…
Rox, founded in 2024 by the former chief growth officer of New Relic, offers an AI-native alternative to CRM tools.
Some people rarely lose things.
You can download Chrome for Linux, and you can download Chrome for Arm devices - but if you've got a computer running Linux on Arm, not so…
Turbopuffer came out of a reading app.
arXiv:2603.11477v1 Announce Type: new Abstract: Travel time is a fundamental component of accessibility measurement, yet most accessibility…
arXiv:2603.12094v1 Announce Type: cross Abstract: Large language models (LLMs) learn statistical associations from massive training corpora…
arXiv:2603.11444v1 Announce Type: new Abstract: Role play is a high-impact mode of training that has demonstrated its effectiveness in impr…
arXiv:2603.11528v1 Announce Type: new Abstract: This report introduces the concept of "Highly Autonomous Cyber-Capable Agents" (HACCAs), AI…
arXiv:2603.11805v1 Announce Type: new Abstract: Israeli society has experienced significant political polarization in recent years, reflect…
arXiv:2603.11842v1 Announce Type: new Abstract: As organizations grapple with the rapid adoption of Generative AI (GenAI), this study synth…
arXiv:2603.11054v1 Announce Type: cross Abstract: Online social networks facilitate user engagement and information sharing but are also ri…
arXiv:2603.11058v1 Announce Type: cross Abstract: Estimation of mis/disinformation prevalence in social media is crucial for designing miti…
arXiv:2603.11140v1 Announce Type: cross Abstract: Fairness in machine learning research has largely focused on outcome-oriented fairness cr…
arXiv:2603.11213v1 Announce Type: cross Abstract: Social service programs like the Supplemental Nutrition Assistance Program (SNAP, or food…
arXiv:2603.11253v1 Announce Type: cross Abstract: Due to the correlational structure in our traits such as identities, cultures, and politi…
arXiv:2603.11274v1 Announce Type: cross Abstract: Ableist microaggressions remain pervasive in everyday interactions, yet interventions to…
arXiv:2603.11375v1 Announce Type: cross Abstract: How do AI agents talk about science and research, and what topics are particularly releva…
arXiv:2603.11493v1 Announce Type: cross Abstract: Text-to-image (T2I) models face significant safety risks from adversarial induction, yet…
arXiv:2603.11793v1 Announce Type: cross Abstract: Standard fairness audits of foundation models quantify that a model is biased, but not wh…
arXiv:2603.12000v1 Announce Type: cross Abstract: Crypto Key Opinion Leaders (KOLs) shape Web3 narratives and retail investment behaviour.
arXiv:2603.12129v1 Announce Type: cross Abstract: When resources are scarce, will a population of AI agents coordinate in harmony, or desce…
arXiv:2209.12076v5 Announce Type: replace Abstract: Many proposals for the design and implementation of digital wallets assume that the pur…
arXiv:2402.01703v4 Announce Type: replace Abstract: Face-to-face interactions between police officers and the public affect both individual…
arXiv:2601.07735v3 Announce Type: replace Abstract: Urban traffic regulation policies are increasingly used to address congestion, emission…
Article URL: https://pbj.deliberateinc.com/ Comments URL: https://news.ycombinator.com/item?id=47360243 Points: 9 # Comments: 7
Article URL: https://heavythoughtcloud.com/knowledge/designing-a-golden-set Comments URL: https://news.ycombinator.com/item?id=47359822 Poi…
Article URL: https://samhenri.gold/blog/20260312-this-is-not-the-computer-for-you/ Comments URL: https://news.ycombinator.com/item?id=47359…
Full list — AI tools & model updates (30)
An SEC filing reveals that Nvidia plans to spend $26 billion on open-weight AI models over the next five years.
xAI's Grok 4.20 is cheap, fast, and hallucinates less than any other tested model, but it can't keep up with the top tier in benchmarks.
Release update (see link for changelog).
Amazon Bedrock AgentCore Runtime now supports stateful Model Context Protocol (MCP) server features, enabling developers to build MCP serve…
Release update (see link for changelog).
Computer-aided engineering (CAE) is shifting from human-driven workflows toward AI-driven ones, including physics foundation models that ge…
Amazon Neptune Database is now available in the AWS Asia Pacific (Hyderabad) region.
Amazon CloudWatch Database Insights expands the availability of its on-demand analysis experience to AWS GovCloud (US-East) and AWS GovClou…
Amazon Connect now provides case data in the analytics data lake, making it easier for you to generate reports and insights.
Release update (see link for changelog).
Release update (see link for changelog).
Release update (see link for changelog).
Release update (see link for changelog).
AWS Private CA Connector for SCEP now supports AWS PrivateLink, allowing your clients to request certificates from within your Amazon Virtu…
Every AI cluster running on Kubernetes requires a full software stack that works together, from low-level driver and kernel settings to hig…
Amazon Bedrock AgentCore Memory now supports streaming notifications for long-term memory, eliminating the need to poll for changes.
Starting today, Amazon EC2 M8i and M8i-flex instances are now available in Europe (Ireland) and Europe (London) Regions.
Physical AI is rapidly evolving, from next-generation software-defined autonomous vehicles (AVs) to humanoid robots.
Release update (see link for changelog).
Release update (see link for changelog).
Release update (see link for changelog).
Release update (see link for changelog).
Release update (see link for changelog).
Agentic AI systems need models with the specialized depth to solve dense technical problems autonomously.
Brooklyn-based Looking Glass has been dabbling in 3D screens for nearly a decade.
Release update (see link for changelog).
Release update (see link for changelog).
Release update (see link for changelog).
Amazon Bedrock is a fully managed service for building generative AI applications using high-performing foundation models from leading AI p…
Release update (see link for changelog).

