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ShinyHunters Exploits Oracle PeopleSoft Zero-Day (CVE-2026-35273) to Breach Universities

The ShinyHunters extortion crew exploited an unpatched flaw in Oracle PeopleSoft to break into enterprise systems, steal data, and demand payment to keep it private. The campaign hit universities hard...

Theker just raised $85M to build the factory robot that doesn’t specialize in anything

Unlike humanoid robots designed around a fixed form — think Boston Dynamics — Theker's machines are built to be reconfigured.

Claude Fable is relentlessly proactive

Article URL: https://simonwillison.net/2026/Jun/11/fable-is-relentlessly-proactive/ Comments URL: https://news.ycombinator.com/item?id=48498573 Points: 124 # Comments: 89

Jeff Bezos’s Prometheus raises $12B to build an ‘artificial general engineer’ for the physical world

The new round values the physical AI startup that aims to automate heavy engineering and drug design at $41 billion.

Treat your AI agents like eager but misguided human interns - before you lose control

Think twice about what permissions you are providing your AI agents and what actions they can take on your behalf.

Apple’s Camera Chief Thinks AI Can Give You Superpowers

The generative features in iOS 27’s new Photos app will add fake pixels to some of your shots, but Apple’s Jon McCormack says the company isn’t using AI “for the sake of AI.”

Claude is ready for its corporate close-up

IDC says recent moves show Anthropic racing to meet enterprise requirements

Removing 'um' from a recording is harder than it sounds

Article URL: https://doug.sh/posts/erm-a-local-cli-that-strips-ums-uhs-and-erms-from-speech/ Comments URL: https://news.ycombinator.com/item?id=48498421 Points: 102 # Comments: 43

Nobody ever gets credit for fixing problems that never happened (2001) [pdf]

Article URL: https://web.mit.edu/nelsonr/www/Repenning=Sterman_CMR_su01_.pdf Comments URL: https://news.ycombinator.com/item?id=48498385 Points: 111 # Comments: 35

Vibe-coding your AI search without sacrificing security or quality (Sponsor)

For use cases like B2C ecommerce, AI search is a non-negotiable part of a modern UX. Vibe coding makes the basic search experience easy to build - but difficult to maintain and validate.This Algolia w...

OpenAI Acquired Ona for Long-Running Agents (1 minute read)

OpenAI announced it would acquire Ona to bring secure cloud execution and orchestration capabilities into the Codex platform. The technology is intended to support persistent, customer-controlled envi...

Anthropic backtracks on policy that 'sabotaged' researchers' work (2 minute read)

Anthropic has decided to make its safeguards for frontier LLM development visible after backlash from researchers. The company had previously discreetly rerouted requests to a lesser model when asked ...

Can Compute Commoditize if it's Not Fungible? (5 minute read)

CoreWeave's co-founder, Brannin McBee, recently claimed that compute isn't fungible the way a commodity has to be. He has a real argument, but the non-commodity framing is the keystone of his company'...

Agent Substrate Can Power Agents on Kubernetes with kagent (16 minute read)

Solo.io announced its collaboration with Google on the Agent Substrate project, an open-source solution for running sandboxed AI agents on Kubernetes that can scale to zero, suspend idle agents to sto...

A data-driven view of how software engineering is changing (Sponsor)

AI is no longer just speeding up individual developers. It is reshaping how the best engineering teams work.Cursor's Developer Habits Report distills five shifts emerging across millions of sessions: ...

Anthropic Claude Fable 5 on AWS: Mythos-class capabilities with built-in safeguards now available (4 minute read)

Anthropic's Claude Fable 5 model has launched on Amazon Bedrock and Claude Platform on AWS. Featuring state-of-the-art performance across software engineering and knowledge work while automatically ro...

Finding Optimal Tokenizers (15 minute read)

Frontier AI models are typically trained on sequences of integers known as tokens. Each token refers to some sequence of bytes, and these byte sequences often correspond to common words. This post pre...

Formal methods and the future of programming (8 minute read)

Jane Street is building a formal methods team because agentic coding has changed the cost-benefit tradeoff for software verification. AI agents can now generate useful code quickly, but they also tend...

Making a vintage LLM from scratch (50 minute read)

This post shares how a developer created their own LLM from scratch. It covers how they create their own base-training and fine-tuning scripts, data processing pipelines, and custom dataset. The total...

How formal verification makes AWS Nitro the first formally verified cloud hypervisor (7 minute read)

The new AWS Nitro Isolation Engine provides mathematically verified isolation between EC2 virtual machines and ships as an always-on feature for Graviton5 users. Its critical isolation logic runs thro...

You wouldn't bet your business on a fortune cookie...but that's how you're using AI (Sponsor)

AI models are brilliant, but they're probabilistic. Without the ground truth of your operational reality, trusting AI is like trusting a fortune cookie. The Celonis Context Model is a dynamic digital ...

SpaceX IPO Raises $75 Billion in Biggest Debut of All Time (9 minute read)

SpaceX raised $75 billion in its IPO. The IPO, the biggest so far, drew demand more than four times the available shares. SpaceX's shares will debut on the Nasdaq and Nasdaq Texas on Friday. A success...

Safe Terraform auto-apply with conftest (4 minute read)

Terraform plans can be auto-applied safely when they pass deterministic policy-as-code checks instead of relying on rushed human reviews or non-deterministic AI judgment. Exporting Terraform plans as ...

Xiaomi's new open source, agentic AI coding harness MiMo Code beats Claude Code at ultra-long, 200+ step tasks (14 minute read)

MiMo Code V0.1.0 is an open source terminal-native AI coding assistant from Xiaomi. It outperforms Claude Code on key agentic coding benchmarks, particularly on long-horizon, multi-step tasks. MiMo Co...

Jeff Bezos Wants to Build an ‘Artificial General Engineer' (4 minute read)

Jeff Bezos' new startup, Prometheus, intends to create new engineering tools to improve the design and manufacture of practically any device. It aims to improve the efficiency of companies that design...

Software Is Made Between Commits (3 minute read)

DeltaDB is a version-control system that records every operation between commits so code changes and the conversations that produced them stay linked over time. It gives each fine-grained delta a stab...

Predictive Data Debugging: Reveal and Shape What Your Model Learns, Before You Train (11 minute read)

Predictive data debugging identifies potential model behaviors before training by analyzing preference datasets. This technique, integrated into the Silico platform, allows engineers to reshape datase...

How We Moved Discord Voice to the Edge (12 minute read)

Discord migrated over 80% of its voice and video traffic from traditional cloud providers to Cloudflare's 300+ city network, resulting in quality improvements across 70% of regions with Frankfurt seei...

Optimizing PyTorch with Fused MLPs (29 minute read)

This deep dive explores how PyTorch executes and optimizes neural network layers, progressing from individual linear operations to a fused multilayer perceptron.

They have 10x the uptime SLA of the nearest workload automation competitor (Sponsor)

4 billion SaaS executions per year, 99.95% uptime SLA, and no infra costs for agents, databases, or VMs. No wonder why >50% of the Fortune 50 trust Redwood. Get a Demo

TLDR is hiring a Senior PMM ($180k-$225k base + ~25% annual bonus, Fully Remote)

We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more.

After nearly breaking, NASA's Deep Space Network “worked well” on Artemis II (9 minute read)

NASA's Deep Space Network couldn't keep up with the routine demands of its science missions during the Artemis I mission nearly four years ago. The network reduced or delayed downlinks from several hi...

House Robots Are Coming—and They Will Be Dangerously Cute (5 minute read)

The Familiar is a soft, furry robot about the size of a dog created by Familiar Machines & Magic, a company started by Colin Angle, the creator of the Roomba. It uses AI to communicate and form intima...

Now available: Amazon EC2 M9g and M9gd instances powered by new AWS Graviton5 processors (5 minute read)

Amazon EC2 M9g and M9gd instances, powered by Graviton5 processors, deliver up to 25% better compute performance than Graviton4.

See what your AI is actually doing at New Relic NOW (Sponsor)

Learn how to govern non-deterministic architectures, consolidate tooling, and ship AI-native apps fast without hurting reliability. All in one morning. New Relic's NOW 2026 showcases exclusive data on...

Infinite Cardinality Metrics: Custom metrics built for modern systems (4 minute read)

Datadog's Infinite Cardinality Metrics is a new pricing model that charges custom metrics by metric name rather than the number of unique time series created by tag combinations, allowing engineers to...

Static types and shovels (3 minute read)

Static typing became more useful as mainstream type systems improved from verbose, low-value “paper shovels” into modern systems with nullability, sum or union types, and type inference.

Building a Good Vertical Agent (19 minute read)

Earlier models needed custom tools and everything spelled out to work. Today's models can absorb a ton of context and reason over raw data without choking. Bigger context windows tempt people to throw...

Homebrew 6.0.0 (17 minute read)

The most significant changes in Homebrew 6.0.0 are a new tap trust security mechanism, a new default internal Homebrew JSON API, sandboxing in Linux, better defaults, many 'brew bundle' improvements, ...

My AI Opinions (36 minute read)

Scott Alexander is a doctor on the US West Coast. He is currently working on new models for mental health care at Lorien Psychiatry. This post contains his thoughts on AI timelines, AI safety, geopoli...

TLDR is hiring a Senior PMM ($180k-$225k base + ~25% annual bonus, Fully Remote)

We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more.

Oracle shares tumble 11% on increased capital raise, cash concerns (3 minute read)

Oracle has told investors to expect an additional $20 billion capital raise. It also reported negative free cash flow for the year. Oracle saw an increase in revenue for the fiscal fourth quarter, but...

Why AI hasn't replaced software engineers, and won't (25 minute read)

Writing code was never the bottleneck in software development. Developers spend surprisingly little time coding, and studies have found that using agents to write code has led to little impact on over...

Mythos-class models will diffuse throughout the world by 2029 (7 minute read)

Model performance has only improved over time. There's currently no reason it shouldn't continue to improve in the future. Open weight models are only a few months behind frontier models on benchmarks...

I just wanted to give my agent a little memory. Redis Iris saved me. (Sponsor)

Three days into building a context engine from scratch and drowning in decision fatigue, Redis Iris saved the day (and the product, and my brain).Check it out.

Bullish or bearish on SpaceX? Trade both ways with SPAL & SNK. (Sponsor)

For traders seeking a position, SPAL (2x Daily Long) and SNK (2x Daily Short) are designed to help capitalize on daily price movements and tactical market opportunities. Explore SPAL & SNK

SkillSpector (GitHub Repo)

SkillSpector, developed by NVIDIA, scans AI agent skills for security vulnerabilities before installation.

What's the better business model for an AI lab, subscription or API? (2 minute read)

The gross margins on subscriptions are way worse than API overall, so labs will likely start withholding new features or models from subscription plans.

First Steps Toward Automated AI Research (12 minute read)

Recursive's automated AI research system achieves state-of-the-art results in fixed-budget language model training, small-model speed, and GPU kernel optimization.

Waymo launches premier subscription tier for $29.99 a month, starting in select cities (2 minute read)

Waymo Premier subscribers will get prioritized matching, up to five free cancellations per month, and 10% back in loyalty credits for each trip.

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