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The AI notepad that doesn't invite itself to the meeting (Sponsor)

Granola transcribes directly from your device audio, so no bot ever joins the call. Simply jot down what matters, and Granola turns your notes into action items and next steps. Try it for free.

China Ramps Up Scrutiny of a Meta AI Deal (8 minute read)

Officials at China's National Development and Reform Commission called in executives from Meta and Manus for a meeting late last week to express concerns about the deal.

Crust (GitHub Repo)

Crust is a TypeScript-first, Bun-native CLI framework with composable modules.

How Datadog Cut the Size of Its Agent Go Binaries by 77% (2 minute read)

Datadog engineers reduced the Go based Datadog Agent's binary size after it grew from 428 MiB to 1.22 GiB by auditing dependencies, isolating optional code with build tags, minimizing reflection, and ...

Platform engineering makes a difference. Here's how to prove it (7 minute read)

AWS introduced a GitHub Actions “Deploy Express Service” action that automates CI/CD for Amazon ECS Express Mode by building Docker images, pushing them to Amazon ECR, and deploying updates on code co...

Python 3.15's JIT is now back on track (6 minute read)

Python 3.15's JIT has finally achieved modest but real speedups (≈5–12% on average) after earlier versions underperformed, thanks largely to community-driven development, better contributor onboarding...

OpenReview (GitHub Repo)

OpenReview is a self-hosted AI code review bot that provides on-demand PR reviews powered by Claude.

Will AI Kill Spreadsheets? (14 minute read)

Spreadsheets only won because the barrier to writing software was too high, but AI code generation flips that equation completely.

AI Generates Code. Observability Improves It. (Sponsor)

AI agents can generate code quickly, but improving it requires real production feedback. Join Honeycomb on April 1 to see how engineering teams use observability data to help AI agents produce better,...

Fair Source Software in the AI age (7 minute read)

Fair Source is a movement complementary to Open Source that encourages companies to safely share their core software products.

The Invisible Rewrite: Modernizing the Kubernetes Image Promoter (6 minute read)

The Kubernetes team rewrote kpromo, a critical image promoter tool that handles every container image published to registry.k8s.io, reducing the codebase by 20% while cutting production promotion jobs...

When Kubernetes restarts your pod — And when it doesn't (4 minute read)

A new production guide for Kubernetes 1.35 clarifies the critical difference between pod restarts and recreations: if the pod UID changes, it's a complete recreation with restart counts resetting to z...

Every layer of review makes you 10x slower (17 minute read)

AI doesn't remove the need for the review process, which takes significant time at every layer.

Airia: Governance for AI agents (Sponsor)

Agents are now a fact of life. But most CIOs can't answer basic questions like:How many AI agents are running?What data are they touching?Which models are being used?Are policies actually enforced?Air...

Mistral Unveiled Forge (6 minute read)

Mistral Forge is a platform for enterprises and governments to build custom AI models trained from scratch on their own data. The company positions it as a more controlled alternative to fine-tuning a...

Aristotle Agent (1 minute read)

Aristotle Agent is an autonomous mathematician that can solve and formalize the world's most challenging mathematical research problems. It is fully agentic and can produce repo-quality code. Aristotl...

GPT‑5.4 Mini and Nano (4 minute read)

OpenAI released GPT‑5.4 mini and nano, smaller models designed for high‑volume workloads with faster speeds and lower cost. GPT‑5.4 mini improves substantially over GPT‑5 mini and approaches the large...

How to Stop Your Autoresearch Loop from Cheating (4 minute read)

Experiments with the autoresearch framework show that environment design and strict validation gates are more critical than model choice for preventing agent drift. While independent models discovered...

Building Claude Code: How We Use Skills (4 minute read)

Anthropic's internal framework treats AI "skills" as functional folders containing scripts and assets rather than static text, using the file system for context engineering. Nine core categories emerg...

AI Security Best Practices by Datadog (Sponsor)

Learn effective ways to secure:Components that host and run AI applicationsSoftware and data used by AI applicationsEntry points and business logic that enable a user to interact with AIDownload the g...

Introducing Unsloth Studio (7 minute read)

Unsloth Studio is a no-code web UI for training, running, and exporting open models. It allows users to run GGUF and safe tensor models locally on Mac, Windows, and Linux, and run and train text, visi...

Mixture‑of‑Depths Attention (GitHub Repo)

MoDA introduces a new attention mechanism that lets each head access both current‑layer and earlier‑layer key‑value pairs, helping preserve useful signals as models scale deeper.

Cursor Trains Models to Self‑Summarize Context (9 minute read)

Cursor described how its Composer model learns to summarize its own context during long coding sessions, compressing earlier steps into shorter representations to extend effective working memory. The ...

Measuring progress toward AGI: A cognitive framework (3 minute read)

Google DeepMind released a paper outlining a cognitive taxonomy to measure AI progress toward AGI, identifying 10 key cognitive abilities like perception, learning, and reasoning. It proposes a three-...

Microsoft Seeks More Coherence in AI Efforts With Copilot Reorganization (4 minute read)

Microsoft is reorganizing the teams that work on its flagship Copilot AI product. It is unifying the teams that work on its Microsoft 365 Copilot productivity offerings and the consumer version of Cop...

Nvidia Says It Is Restarting Production of AI Chips for Sale in China (3 minute read)

Nvidia has restarted the manufacture of H200 processors for sale in China. The US announced that it would allow Nvidia to sell its H200 processor in China in December, as long as 25% of sales were sha...

AI was supposed to replace developers. Spoiler alert: it hasn't (Sponsor)

AI has only made engineers more important, but hiring processes are stuck in the past. See how AI is shaping tech hiring in CoderPad's free (ungated) report

Google's Personal Intelligence feature is expanding to all US users (3 minute read)

Personal Intelligence allows Google's AI assistant to tailor its responses by connecting across apps in the Google ecosystem.

Dispatch (2 minute read)

Dispatch is a mobile app that pairs with Claude Desktop, allowing users to message the assistant and run tasks from their mobile devices.

Comet Enterprise AI Browser (3 minute read)

Comet Enterprise is a team-ready version of Perplexity's AI browser with governance, deployment tools, and security controls for organizations.

OpenAI expands government footprint with AWS deal, report says (2 minute read)

AWS has agreed to distribute OpenAI products across its public-sector customer base.

OpenAI preps for IPO by end of year, tells employees ChatGPT must be 'productivity tool' (3 minute read)

OpenAI plans to go public by year-end, focusing on turning ChatGPT into a high-productivity tool for enterprises.

Nvidia's on-again off-again H200 sales in China are now on again

Beijing appears to have eased its policy of pushing local GPUs GTC Nvidia has called on its supply chain partners to begin manufacturing its ageing H200 GPUs to meet demand for chips in China, CEO Jen...

Nemotron 3 Nano 4B: A Compact Hybrid Model for Efficient Local AI
Mamba-3

Article URL: https://www.together.ai/blog/mamba-3 Comments URL: https://news.ycombinator.com/item?id=47419391 Points: 100 # Comments: 14

The Pentagon is planning for AI companies to train on classified data, defense official says

The Pentagon is discussing plans to set up secure environments for generative AI companies to train military-specific versions of their models on classified data, MIT Technology Review has learned.&#1...

Meta Is Shutting Down Horizon Worlds on Meta Quest

Meta’s flailing virtual reality social experience is being discontinued in June. It's part of Meta’s broader moves to slim down the business that became its namesake.

Windows 11 Bug Blocks Access to C: Drive on Select Samsung PCs

A newly surfaced Windows 11 bug is locking users out of their systems and blocking access to the critical C: drive on select Samsung devices. The company has issued official guidance for affected syst...

Firefox is adding built-in free VPN with 50GB monthly data

Mozilla has announced that a free, built-in VPN is coming to Firefox later this month. Firefox’s free VPN will offer 50 gigabytes of monthly data, which is pretty generous for a browser-based VP...

AI Flaws in Amazon Bedrock, LangSmith, and SGLang Enable Data Exfiltration and RCE

Cybersecurity researchers have disclosed details of a new method for exfiltrating sensitive data from artificial intelligence (AI) code execution environments using domain name system (DNS) queries. I...

Why AI systems don't learn – On autonomous learning from cognitive science

Article URL: https://arxiv.org/abs/2603.15381 Comments URL: https://news.ycombinator.com/item?id=47418722 Points: 100 # Comments: 29

Kalshi’s legal troubles pile up, as Arizona files first ever criminal charges over ‘illegal gambling business’

It's the latest salvo in an escalating battle between state regulators and an industry that claims it's not beholden to them.

Apple can delist apps "with or without cause," judge says in loss for Musi app

Judge tosses Musi case against Apple, sanctions lawyers for "mak[ing] up facts."

How World ID wants to put a unique human identity on every AI agent

Iris-scan backed tokens could help stop agent swarms from overwhelming online systems.

Apple pushes first Background Security Improvements update to fix WebKit flaw

Apple has released its first Background Security Improvements update to fix a WebKit flaw tracked as CVE-2026-20643 on iPhones, iPads, and Macs without requiring a full operating system upgrade. [...]

Mistral AI Releases Forge

Article URL: https://mistral.ai/news/forge Comments URL: https://news.ycombinator.com/item?id=47418295 Points: 109 # Comments: 7

Regex Blaster

Article URL: https://mdp.github.io/regex-blaster/ Comments URL: https://news.ycombinator.com/item?id=47418247 Points: 102 # Comments: 41

Mistral bets on ‘build-your-own AI’ as it takes on OpenAI, Anthropic in the enterprise

Mistral Forge lets enterprises train custom AI models from scratch on their own data, challenging rivals that rely on fine-tuning and retrieval-based approaches.

Why Garry Tan’s Claude Code setup has gotten so much love, and hate

Thousands of people are trying Garry Tan's Claude Code setup, which was shared on Github. And everyone has an opinion: even Claude, ChatGPT, and Gemini.

DoorDash Reservations Scored America's Most Exclusive Restaurants

After the rise (and fall) of reservation scalping, DoorDash and a host of apps are fighting to book you a seat at the country's most exclusive restaurants.

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