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Memory Safety's Hardest Problem

https://matklad.github.io/2026/07/20/memory-safety-hardest-problem.html
5•surprisetalk•14h ago

Comments

tliltocatl•12h ago
This sounds pretty similar to Java's array-of-templates problem. Is it really more of a problem than parent pointers?
chrislattner•8h ago
This is fixed in Mojo btw, using the latest nightly:

``` $ cat test.mojo from std.utils import Variant

def main(): var x : Variant[Int, Pointer[Int, ImmStaticOrigin]] # set it to int x = 12345 # get a reference to the int (dynamically checked). ref elt_ref = x[Int]

    # Set it to the pointer.
    x = "hello".unsafe_ptr()

    # try to use the old reference to the int.
    print(elt_ref)

 $ mojo build x.mojo
 test.mojo:8:11: error: use of invalidated interior reference 'x["value"]'
     print(elt_ref)
          ^
 test.mojo:5:27: note: origin was invalidated here
     x = "hello".unsafe_ptr()
                           ^
 mojo: error: failed to run the pass manager
```

Hugging Face warns an autonomous AI agent hacked its network

https://www.bleepingcomputer.com/news/security/hugging-face-breach-autonomous-ai-agent-system-int...
1•sbulaev•5m ago•0 comments

Invisible Details

https://invisibledetails.com
1•handfuloflight•6m ago•0 comments

Snake-and-commits: Turn your GitHub contribution graph into a real game of Snake

https://github.com/dahan8473/snake-and-commits
2•thunderbong•9m ago•0 comments

Top American AI Execs Sound Alarm on Chinese Models

https://www.wsj.com/tech/ai/top-american-ai-execs-sound-alarm-on-chinese-models-3c74f8c1
2•Cider9986•9m ago•1 comments

Is OpenCode and Kimi K3 better than Claude Code?

2•vijayst•11m ago•0 comments

A Cap Table for Your Life

https://www.karthikuppu.com/personal-token
2•koopuluri•12m ago•0 comments

Motif-3-Beta

https://huggingface.co/Motif-Technologies/Motif-3-Beta
2•ilreb•13m ago•0 comments

Reductions Network – A Compendium of Reductions

https://reductions.network/
2•o4c•14m ago•0 comments

ML-pokedex – experiments trying to train some models directly on RDF

https://alganet.github.io/ml-pokedex/index.html
2•gaigalas•14m ago•0 comments

Wireless Communication Software Defined Radio (SDR) Course

https://wirelesspi.com/sdr-course/
2•teleforce•14m ago•0 comments

DeepSWE – Best Benchmark for Evaluating AI Coding Agents?

https://www.i-programmer.info/professional-programmer/103-i-programmer/18759-why-software-enginee...
2•aquastorm•14m ago•0 comments

Malicious Agent Skills in the Wild

https://arxiv.org/abs/2602.06547
2•yruzin•17m ago•0 comments

Show HN: Envy - A flat-file, frictionless note-taking application for macOS

https://envynote.app
2•widowlark•17m ago•0 comments

MiniMax M3: How Sparse Attention Makes Long-Horizon Agents Practical

https://twitter.com/omarsar0/status/2074494774292148726
4•gmays•21m ago•0 comments

Kimi Linear: An Expressive, Efficient Attention Architecture

https://arxiv.org/abs/2510.26692
3•ashish01•23m ago•0 comments

Show HN: Shackle – Deterministic runtime governance for AI agents

https://github.com/Fame510/SHACKLE
2•shacklepro•24m ago•0 comments

Show HN: pgwd – PostgreSQL connection alerts with cron exit codes

https://github.com/hrodrig/pgwd
2•hejeroaz•26m ago•0 comments

Replit's Snapshot Engine: The Tech Making AI Agents Safe

https://replit.com/blog/inside-replits-snapshot-engine
2•shenli3514•26m ago•0 comments

People are transcribing your conversations without asking. That puts you at risk

https://werd.io/people-are-transcribing-your-conversations-without-asking-that-puts-you-at-risk/
2•benwerd•31m ago•0 comments

Toll: Constant memory rate limiter at any scale

https://github.com/satmihir/toll
3•jscrab•32m ago•0 comments

So bright the vision (1956) a story about machines writing instead of humans [pdf]

https://s3.us-west-1.wasabisys.com/luminist/EB/S/Simak%20-%20So%20Bright%20the%20Vision.pdf
3•marysminefnuf•34m ago•0 comments

Apollo 11 Guidance Computer (AGC) source code

https://github.com/chrislgarry/apollo-11
2•modinfo•37m ago•0 comments

Cosmonapse – an event-driven protocol for AI agent systems

https://github.com/Cosmonapse/cosmonapse-core
2•aqibkhan026•38m ago•0 comments

Run Ray on TPU, Part 1: The foundations

https://developers.googleblog.com/run-ray-on-tpu-part-1-the-foundations/
2•simonpure•40m ago•0 comments

IEA Predicts First Decrease in Global Oil Demand Since 2020

https://oilprice.com/Energy/Crude-Oil/IEA-Predicts-First-Decrease-in-Global-Oil-Demand-Since-2020...
4•toomuchtodo•40m ago•1 comments

New York blocks large data centers for a year

https://apnews.com/article/new-york-data-centers-moratorium-ai-c1e05b74208a6c570eec7c658ac8f187
10•gmays•42m ago•0 comments

State-by-State Data and ITEP Tax Inequality Index Map

https://itep.org/whopays-7th-edition/
3•speckx•42m ago•0 comments

A PHP server that can handle 10x as many concurrent requests as Nginx+PHP-fpm

https://github.com/Qbix/webserver/blob/main/README.md
2•EGreg•47m ago•0 comments

Oracle could face $7B collateral bill for Wisconsin data centre

https://www.ft.com/content/b37030b6-bda8-4ba9-8e08-e6b88687b8f5
2•toomuchtodo•49m ago•1 comments

curl_cffi - Python binding for curl-impersonate

https://github.com/lexiforest/curl_cffi
2•gregsadetsky•53m ago•0 comments