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We Need to Talk About Agents (22 minute read)

When everything becomes an 'agent,' it's nearly impossible for buyers to tell what any given product actually does, how it fits into existing operations, how they should interact with it, or why it ma...

From Kubernetes Gatekeeper to Full-Stack Governance with OPA (4 minute read)

Pulumi released v1.1.0 of pulumi-policy-opa, making OPA/Rego a fully supported policy language alongside TypeScript and Python, with a new Gatekeeper compatibility mode that lets teams use existing Ku...

Thoughts on OpenAI acquiring Astral and uv/ruff/ty (7 minute read)

In the worst-case scenario, the projects can be forked, and the community can take over maintenance.

Be intentional about how AI changes your codebase (4 minute read)

Using the right patterns will lead to scalable codebases, which leads to faster iteration cycles and better software.

Code output up 17%. On-call headcount up…3% (Sponsor)

AI coding is driving a major capacity gap for SREs, and it's set to reach 41% next year. Read the full research by RunLLM →

Stop Hard-Coding “Local IP” in Terraform: Lock Down Firewalls Dynamically (4 minute read)

The Build5Nines/myip/http Terraform module automatically retrieves the public IP of the machine running Terraform and uses it for firewall allowlisting.

Xiaomi launches next-gen SU7 with 902 km range and LiDAR, still undercuts Tesla (4 minute read)

Xiaomi's SU7 electric sedan, which starts at around $33,000, has up to 902 km of CLTC range, standard LiDAR across all trims, and an 897V charging architecture on the top model.

World Models: Computing the Uncomputable (112 minute read)

This is a comprehensive guide that covers the history, theory, progress, and potential of World models.

Building enteprise AI search? OpenSearch gets you there without the vendor lock-in (Sponsor)

451 Research took a close look at how enterprises are modernizing search. The key finding: lexical search falls short for modern AI workloads - while leaders are embracing vector embeddings, and simil...

Cursor Composer 2 (2 minute read)

Cursor has released Composer 2, a coding model offering frontier-level performance at significantly reduced token pricing.

OpenAI to Acquire Astral (2 minute read)

OpenAI announced it will acquire Astral to integrate popular Python tooling into Codex and expand AI-assisted software development capabilities.

Perplexity launches Perplexity Health agent in US (2 minute read)

Perplexity has launched Perplexity Health in the US, entering the competitive consumer health AI space. It differentiates with a customizable hub and specialized AI agents, like nutrition and sleep as...

Scaling Karpathy's Autoresearch: What Happens When the Agent Gets a GPU Cluster (12 minute read)

Researchers pointed Claude Code at autoresearch and gave it access to 16 GPUs on a Kubernetes cluster. Over 8 hours, it submitted around 910 experiments. The parallelism changed how the agent searched...

Monitoring Autonomous Coding Agents (12 minute read)

OpenAI described a monitoring system for internal coding agents designed to detect misalignment risks and study real-world agent behavior in tool-rich environments.

OpenClaw Was the WordPress Moment (3 minute read)

OpenClaw showed the promise of autonomous AI agents but failed in production due to context management, non-determinism, weak tooling, and model limitations. Fully agentic systems are fragile, with re...

World Models: Computing the Uncomputable (96 minute read)

World Models are advancing AI by simulating real-world complexities through action-conditioned neural networks, enabling efficient prediction and planning. Generative and latent approaches to World Mo...

Agent Auth Protocol (Website)

The Agent Auth protocol makes the run-time agent a first-class principal. Each agent is registered with its own identity, granted specific capabilities, and governed by a lifecycle that the server con...

Google DeepMind's Online RLHF with 10x Data Efficiency (28 minute read)

An online RLHF algorithm incrementally updated reward and language models, achieving over 10x data efficiency gains using uncertainty modeling and information-directed exploration.

MolmoPoint from AI2 (5 minute read)

MolmoPoint is a new open-source grounding architecture with three models, a 36K-image GUI dataset, and new tracking data for video and interface tasks.

NanoGPT Slowrun: 10x Data Efficiency with Infinite Compute (7 minute read)

Researchers achieved 10x data efficiency with NanoGPT Slowrun, a benchmark for language modeling algorithms in the infinite compute, within a few weeks. Data efficiency matters because compute grows m...

Broad Timelines (24 minute read)

AI timelines remain uncertain, with experts divided on when AI will significantly change the world. The best approach isn't to pick a specific year, but to work with broad timelines that account for d...

Jensen Huang doesn't need a new chip. He needs a new moat (6 minute read)

Nvidia's CEO Jensen Huang is aiming to transform the company from a chipmaker to a dominant AI platform operator through NemoClaw, an open-source platform for AI agents. This move minimizes reliance o...

Rethinking open source mentorship in the AI era (7 minute read)

AI contributions have increased noise in open source, making traditional mentorship signals unreliable. GitHub has introduced the '3 Cs' framework (Comprehension, Context, and Continuity) to help main...

⚠️ 82% of developers use AI tools. Are your coding assessments keeping up? (Sponsor)

Outdated assessments and banned AI tools are costing you great engineers. Book a free 30-minute hiring review with CoderPad — trusted by teams at OpenAI, Spotify, and Meta. Book your free review

The Need for an Independent AI Grid (5 minute read)

It is difficult to scale compute without compromising independence at scale.

We analyzed hundreds of former OpenAI employees to see where they go next (1 minute read)

Besides the big-name AI labs, ex-OpenAI employees are going to an under-the-radar company called Periodic Labs.

Google is reportedly testing a Gemini app for Mac (2 minute read)

The macOS app will offer the same set of features as Gemini on the web, but it will also have Desktop Intelligence, giving it a new source of information and context for responses.

The current and projected impact of AI and formalization on the practice of mathematics is analogous to the impact that the automobile had on the evolution of cities (4 minute read)

Thoughtful urban planning, as well as the development of social and legal rules on how to manage traffic, were necessary to allow pedestrian and automotive transport to co-exist in a way that retains ...

Character.ai's Image Gallery (2 minute read)

Imagine Gallery is a feature that organizes and manages generated visuals with filtering, sharing, and customization options within the app.

Decoding Nvidia's Groq-powered LPX and the rest of its new rack systems

From LPUs and GPUs to CPUs and switches, everything you need to know about Nvidia's latest kit GTC DEEP DIVE At Nvidia’s GTC conference this week, CEO Jensen Huang finally addressed a $20 billion ques...

Amazon acquires Rivr, maker of a stair-climbing delivery robot

Amazon and Jeff Bezos had previously invested in the startup.

Opera GX for Linux Released

The company provide official DEB and RPM downloads, with a “Flatpack version currently in active development” per a notice on the download page. You're reading Opera GX for Linux Released,...

Why your biggest tech upgrade this year is a splash of color

For phones, laptops, and other mobile accessories, any color besides black is the new black.

Bombarding gamblers with offers greatly increases betting and gambling harm

Article URL: https://www.bristol.ac.uk/news/2026/march/bombarding-gamblers-with-offers-greatly-increases-betting-and-gambling-harm.html Comments URL: https://news.ycombinator.com/item?id=47447600 Poin...

RFK Jr. has destroyed over a quarter of health dept's expert panels

Under Kennedy, the health dept. has wiped out 75 advisory boards, corrupted others.

Jeff Bezos reportedly wants $100 billion to buy and transform old manufacturing firms with AI

The Amazon magnate has a new project centered around acquiring industrial firms and revamping them with AI technology.

‘Uncanny Valley’: Nvidia’s ‘Super Bowl of AI,’ Tesla Disappoints, and Meta’s VR Metaverse ‘Shutdown’

In this episode, we dive into Nvidia’s annual developer conference and what CEO Jensen Huang is saying about the future of the company.

Cloud service providers ask EU regulator to reinstate VMware partner program

Broadcom says the group is misrepresenting market "realities."

Be intentional about how AI changes your codebase

Article URL: https://aicode.swerdlow.dev Comments URL: https://news.ycombinator.com/item?id=47446373 Points: 101 # Comments: 39

Employees had to restrain a dancing humanoid robot after it went wild at a California restaurant

A dancing robot in a Haidilao hot pot restaurant boogied down a little too hard.

OpenAI tries to build its coding cred, acquires Python toolmaker Astral

Deal helps company build out its Codex team In a move clearly designed to strengthen its position among developers, OpenAI has acquired Python tool maker Astral. The house of Altman expects the deal t...

Valve’s huge SteamOS 3.8 update adds long-awaited features — and supports Steam Machine

Valve has just released SteamOS 3.8.0 in preview, and it's a doozy. Not only is it the first release to support the upcoming Steam Machine living room gaming PC, it comes with long-awaited features fo...

Cockpit is a web-based graphical interface for servers

Article URL: https://github.com/cockpit-project/cockpit Comments URL: https://news.ycombinator.com/item?id=47445599 Points: 115 # Comments: 70

Time to end the 'uncontrolled experiment' of social media on kids, scientists say

Pair say review of studies, other evidence, proves more countries need to do like Australia and keep kids offline There is enough evidence going back far enough that it's reasonable to conclude social...

Waymo Safety Impact

Article URL: https://waymo.com/safety/impact/ Comments URL: https://news.ycombinator.com/item?id=47445246 Points: 107 # Comments: 66

Hundreds of millions of iPhones can be hacked with a new tool found in the wild

DarkSword, a powerful iPhone-hacking technique, has been discovered in use by Russian hackers.

OpenAI is planning a desktop ‘superapp’

OpenAI is working on a desktop "superapp" that merges its ChatGPT app, the Codex AI coding app, and its AI-powered Atlas browser into one app, The Wall Street Journal reports. The company is making th...

Tesla: Failure of the FSD's degradation detection system [pdf]

Article URL: https://static.nhtsa.gov/odi/inv/2026/INOA-EA26002-10023.pdf Comments URL: https://news.ycombinator.com/item?id=47445175 Points: 120 # Comments: 50

FBI started buying Americans' location data again, Kash Patel confirms

Tom Cotton supports FBI data purchasing, compares it to searching people's trash.

ThreatsDay Bulletin: FortiGate RaaS, Citrix Exploits, MCP Abuse, LiveChat Phish & More

ThreatsDay Bulletin is back on The Hacker News, and this week feels off in a familiar way. Nothing loud, nothing breaking everything at once. Just a lot of small things that shouldn’t work anymo...

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