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Two similar AI judges fail together 7.7x more often than independence predicts

https://github.com/LAWLESS1987/covenant
1•Lawless1987•2m ago•0 comments

A refined phylochronology of the second plague pandemic in Western Eurasia

https://www.pnas.org/doi/10.1073/pnas.2534899123
1•Thevet•8m ago•0 comments

How I view LLMs as Sept 2026

https://bhardwajrish.blogspot.com/2026/09/how-i-view-llms-as-sept-2026.html
1•crearo•10m ago•0 comments

ZCode: silently uploading your Git history to the cloud

https://news.routley.io/posts/inside-zcode-silently-uploading-your-git-history-to-the-cloud.html
1•fourfire•13m ago•0 comments

A CERN for AI-assisted science

https://terrytao.wordpress.com/2026/09/17/a-cern-for-ai-assisted-science/
1•andsoitis•14m ago•0 comments

Show HN: Converting AVS audio viz to WebAssembly using GPT 5.6

https://strlns.github.io/very-serious-vibecoding/AVS-Web-Native-Editor-Alpha/
1•moritzwarhier•15m ago•0 comments

Spending on data centers and hardware now exceeds housing investment

https://fortune.com/2026/09/20/us-economy-milestone-spending-data-centers-ai-boom-housing-residen...
2•rawgabbit•16m ago•0 comments

Amiga Unix, Again

https://amigaux.org/
3•doener•17m ago•0 comments

Building an NBA stats warehouse without writing any of the code

https://jeffknupp719305.substack.com/p/paul-reed-is-tenth
2•jknupp•20m ago•0 comments

Prototype of a Windows 11-inspired Web OS with autonomous IA agents

https://github.com/davidpoliquin30-design/Prototype-autonom-ia-OS
1•davidpoliquin•21m ago•0 comments

Tools to Prevent Dementia

https://www.scmp.com/lifestyle/health-wellness/article/3368006/why-dementia-preventable-and-new-t...
1•elo2000•31m ago•0 comments

New startup to test psychedelic-like drug against Parkinson's symptom

https://www.statnews.com/2026/09/17/biotech-news-ariadne-testing-psychedelic-like-drug-parkinsons...
1•elo2000•32m ago•0 comments

Chronic stress may trigger hidden inflammation that damages the heart

https://lms.mrc.ac.uk/chronic-stress-may-trigger-hidden-inflammation-that-damages-the-heart/
2•doener•34m ago•1 comments

Are we talking less? A Q&A with psychologist Matthias Mehl (March 2026)

https://news.arizona.edu/news/are-we-talking-less-qa-psychologist-matthias-mehl
1•BiraIgnacio•35m ago•0 comments

Does Jev Have Politics? (Yes)

https://idlerambling.substack.com/p/does-jev-have-politics-yes
1•Sketchy_•39m ago•0 comments

Turn curiosity into a map you can explore

https://www.echohive.ai/experiments/drift
1•echohive42•42m ago•0 comments

AI Netscape – 1997 Chrome, 2026 AI

https://ainetscape.com/
2•TStringham•45m ago•2 comments

The addiction of online sports gambling: "Like crack in the '80s"

https://www.cbsnews.com/news/sports-betting-apps-gambling/
4•dzonga•48m ago•1 comments

The Crown of Creation

https://mika.global/post/1789946288.html
1•mika314•48m ago•0 comments

KDE Goes to the Pyramids [video]

https://media.ccc.de/v/kde2026-58-kde_goes_to_the_pyramids
2•sho_hn•52m ago•0 comments

How Anthropic CEO Dario Amodei's Writings Help Explain A.I. Fears

https://www.nytimes.com/2026/09/17/technology/dario-amodei-anthropic-essays-ai.html
4•gmays•52m ago•0 comments

Popular European Games

https://playfrom.eu/
1•doener•53m ago•0 comments

EkkoBSD

https://ekkobsd.org/
3•threemux•55m ago•0 comments

DAPO: An Open-Source RL System from ByteDance Seed and Tsinghua Air

https://github.com/BytedTsinghua-SIA/DAPO
3•the_arun•55m ago•0 comments

My AI Kept Pushing Me to Ship, So I Asked It Why

https://www.oreilly.com/radar/my-ai-kept-pushing-me-to-ship-so-i-asked-it-why/
2•Anon84•56m ago•0 comments

"Reds of the Brick-Colored Road"

https://theinterposer.substack.com/p/reds-of-the-brick-colored-road
2•headspreader•57m ago•0 comments

Navier-Stokes, AI, Future of Mathematics with Martin Hairer (2014 Fields Medal) [video]

https://www.youtube.com/watch?v=G8HMa_tgM34
1•amichail•59m ago•0 comments

The viewers ditching streaming 'rot' in favour of DVDs

https://www.rnz.co.nz/life/screens/movies/the-viewers-ditching-streaming-rot-in-favour-of-dvds
7•billybuckwheat•1h ago•0 comments

Where Rust actually is in Windows 11

https://hunterworks.software/teardowns/rust-in-windows-11
2•10000000001•1h ago•0 comments

Show HN: Lightspeed, build real time apps the Laravel way (with asteroids demo)

5•jv22222•1h ago•2 comments
Open in hackernews

Show HN: I built a Ruby gem that handles memoization with a ttl

https://github.com/mishalzaman/memo_ttl
48•hp_hovercraft84•1y ago
I built a Ruby gem for memoization with TTL + LRU cache. It’s thread-safe, and has been helpful in my own apps. Would love to get some feedback: https://github.com/mishalzaman/memo_ttl

Comments

locofocos•1y ago
Can you pitch me on why I would want to use this, instead of Rails.cache.fetch (which supports TTL) powered by redis (with the "allkeys-lru" config option)?
film42•1y ago
Redis is great for caching a customer config that's hit 2000 times/second by your services, but even then, an in-mem cache with short TTL would make redis more tolerant to failure. This would be great for the in-mem part.
thomascountz•1y ago
I'm not OP nor have I read through all the code, but this gem has no external dependencies and runs in a single process (as does activesupport::Cache::MemoryStore). Could be a "why you should," or a "why you should not" use this gem, depending on your use case.
hp_hovercraft84•1y ago
Good question. I built this gem because I needed a few things that Rails.cache (and Redis) didn’t quite fit:

- Local and zero-dependency. It caches per object in memory, so no Redis setup, no serialization, no network latency. -Isolated and self-managed. Caches aren’t global. Each object/method manages its own LRU + TTL lifecycle and can be cleared with instance helpers. - Easy to use — You just declare the method, set the TTL and max size, and you're done. No key names, no block wrapping, no external config.

JamesSwift•1y ago
For what its worth, ActiveSupport::CacheStore is a really flexible api that gives minimal contractual obligations (read_entry, write_entry, delete_entry is the entire set of required methods), but still allows you to layer specific functionality (eg TTL) on top with an optional 'options' param. You could get the best of both worlds by adhering to that contract and then people can swap in eg redis cache store if they wanted a network-shared store.

EDIT: see https://github.com/rails/rails/blob/main/activesupport/lib/a...

hp_hovercraft84•1y ago
That's actually a really good idea! I'll definitely consider this in a future update. Thanks!
qrush•1y ago
Congrats on shipping your first gem!!

I found this pretty easy to read through. I'd suggest setting a description on the repo too so it's easy to find.

https://github.com/mishalzaman/memo_ttl/blob/main/lib/memo_t...

hp_hovercraft84•1y ago
As in identify where the source code is in the README?
zerocrates•1y ago
I think they mean just set a description for the repo in github (set using the gear icon next to "About"), saying what the project is. That description text can come up in github searches and google searches.
film42•1y ago
Nice! In rails I end up using Rails.cache most of the time because it's always "right there" but I like how you break out the cache to be a per-method to minimize contention. Depending on your workload it might make sense to use a ReadWrite lock instead of a Monitor.

Only suggestion is to not wrap the error of the caller in your memo wrapper.

> raise MemoTTL::Error, "Failed to execute memoized method '#{method_name}': #{e.message}"

It doesn't look like you need to catch this for any operational or state tracking reason so IMO you should not catch and wrap. When errors are wrapped with a string like this (and caught/ re-raised) you lose the original stacktrace which make debugging challenging. Especially when your error is like, "pg condition failed for select" and you can't see where it failed in the driver.

hp_hovercraft84•1y ago
Thanks for the feedback! That's a very good point, I'll update the gem and let it bubble up.
JamesSwift•1y ago
I thought ruby would auto-wrap the original exception as long as you are raising from a rescue block (i.e. as long as $! is non-nil). So in that case you can just

  raise "Failed to execute memoized method '#{method_name}'"
And ruby will set `cause` for you

https://pablofernandez.tech/2014/02/05/wrapped-exceptions-in...

film42•1y ago
TIL! That's pretty cool. I still think if you have no reason to catch an error (i.e. state tracking, etc.) then you should not.
gurgeous•1y ago
This is neat, thanks for posting. I am using memo_wise in my current project (TableTennis) in part because it allows memoization of module functions. This is a requirement for my library.

Anyway, I ended up with a hack like this, which works fine but didn't feel great.

   def some_method(arg)
     @_memo_wise[__method__].tap { _1.clear if _1.length > 100 }
     ...
   end
   memo_wise :some_method
JamesSwift•1y ago
Looks good. Id suggest making your `get` wait to acquire the lock until needed. eg instead of

  @lock.synchronize do
    entry = @store[key]
    return nil unless entry

    ...
you can do

  entry = @store[key]
  return nil unless entry

  @lock.synchronize do
    entry = @store[key]
And similarly for other codepaths
chowells•1y ago
Does the memory model guarantee that double-check locking will be correct? I don't actually know for ruby.
JamesSwift•1y ago
I think it wouldnt even be a consideration on this since we arent initializing the store here only accessing the key. And theres already the check-then-set race condition in that scenario so I think it is doubly fine.
hp_hovercraft84•1y ago
Good call, but I think I would like to ensure it remains thread-safe as @store is a hash. Although I will consider something like this in a future update. Thanks!
wood-porch•1y ago
Will this correctly retrieve 0 values? AFAIK 0 is falsey in Ruby

``` return nil unless entry ```

chowells•1y ago
No, Ruby is more strict than that. Only nil and false are falsely.
wood-porch•1y ago
Doesn't that shift the problem to caching false then :D
RangerScience•1y ago
you can probably always just do something like:

  def no_items?
    !items.present?
  end
  
  def items
    # something lone
  end

  memoize :items, ttl: 60, max_size: 10`
just makes sure the expensive operation results in a truthy value, then add some sugar for the falsey value, done.
madsohm•1y ago
Since using `def` to create a method returns a symbol with the method name, you can do something like this too:

  memoize def expensive_calculation(arg)
    @calculation_count += 1
    arg * 2
  end, ttl: 10, max_size: 2

  memoize def nil_returning_method
    @calculation_count += 1
    nil
  end
hp_hovercraft84•1y ago
This is why I love working with Ruby!
deedubaya•1y ago
See https://github.com/huntresslabs/ttl_memoizeable for an alternative implementation.

For those who don’t understand why you might want something like this: if you’re doing high enough throughput where eventual consistency is effectively the same as atomic consistency and IO hurts (i.e. redis calls) you may want to cache in memory with something like this.

My implementation above was born out of the need to adjust global state on-the-fly in a system processing hundreds of thousands of requests per second.

kartik_malik•1y ago
In React ?