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Equality Saturation for Optimizing High-Level Julia IR

https://dl.acm.org/doi/10.1145/3795883
1•matt_d•1h ago

Comments

slwvx•1h ago
From https://arxiv.org/abs/1012.1802 we read the following about "equality saturation" which was a new term to me:

> ... We present a new approach for structuring the optimization phase of a compiler. In our approach, optimizations take the form of equality analyses that add equality information to a common intermediate representation. The optimizer works by repeatedly applying these analyses to infer equivalences between program fragments, thus saturating the intermediate representation with equalities. Once saturated, the intermediate representation encodes multiple optimized versions of the input program. At this point, a profitability heuristic picks the final optimized program from the various programs represented in the saturated representation. ...

Fig 18 shows up to a 4x gain, which seems pretty impressive

slwvx•1h ago
The paper says at the end:

> Our implementation is available at: https://github.com/jumerckx/Metapractice/tree/taco.

Unfortunately that URL doesn't work for me; maybe it should point to https://github.com/jumerckx/Tamagoyaki

Meta and YouTube found liable in social media addiction trial

https://edition.cnn.com/2026/03/25/tech/social-media-addiction-trial-jury-decision
1•taubek•7s ago•0 comments

Claude Code Auto Dream

https://twitter.com/JeremyNguyenPhD/status/2036279335221645345
1•hmokiguess•2m ago•0 comments

ARC-AGI-3

https://twitter.com/fchollet/status/2036861192619384989
1•tosh•5m ago•0 comments

The US government just banned consumer routers made outside the US

https://www.theverge.com/news/899172/fcc-foreign-router-ban
2•mikece•5m ago•1 comments

As Slow as Possible

https://pippinbarr.com/as-slow-as-possible/
1•fatso784•5m ago•0 comments

LibreChat is a self-hosted AI chat platform that unifies all major AI providers

https://github.com/danny-avila/LibreChat
1•indigodaddy•6m ago•0 comments

Pickleball Wiki – a minimalist site for honest pickleball gear reviews

https://pickleball-wiki.com/
1•mannyhannah•6m ago•0 comments

Internet Archive services are temporarily offline

https://mastodon.archive.org/@internetarchive
1•joebig•6m ago•0 comments

Poly Ok?

https://truestyle.substack.com/p/poly-ok
1•crescit_eundo•7m ago•0 comments

Git Roasted

https://git-roasted.gitkraken.com/
1•qainsights•9m ago•1 comments

EFF Sues for Answers About Medicare's AI Experiment

https://www.eff.org/press/releases/eff-sues-answers-about-medicares-ai-experiment
4•hn_acker•10m ago•0 comments

Show HN: Order Empanadas from the CLI in SF

https://github.com/Schallerwf/chalos
2•willy_•10m ago•0 comments

Ask HN: Railway Down?

2•iJohnDoe•10m ago•0 comments

Show HN: Connect MotherDuck and build dashboards with AI-generated DuckDB SQL

https://camelai.com/motherduck
2•bellareed•11m ago•0 comments

Meta and YouTube designed addictive products that harmed young people

https://www.theguardian.com/media/2026/mar/25/jury-verdict-us-first-social-media-addiction-trial-...
3•sandebert•11m ago•0 comments

Which Design Doc Did a Human Write

https://refactoringenglish.com/blog/ai-vs-human-design-doc/
2•mtlynch•12m ago•0 comments

Mercury 2 on PinchBench: Diffusion LLM benchmarked on real OpenClaw agent tasks

https://www.inceptionlabs.ai/blog/mercury-2-on-pinchbench
2•volodia•13m ago•0 comments

Is AI Conscious? It Depends What Consciousness Is

https://www.wsj.com/opinion/is-ai-conscious-it-depends-what-consciousness-is-4f8dd121
3•thm•13m ago•1 comments

AV1 and HEVC now cover 99.7% of devices (data from 1.1M sessions)

https://webcodecsfundamentals.org/datasets/codec-analysis-2026/
2•sb2702•14m ago•0 comments

OpenAI Just Killed Its Own Product

https://davidbramante.substack.com/p/openai-just-killed-its-own-product
2•davidbramante•14m ago•0 comments

EU Moves to Ban AI That Creates Nonconsensual Sexual Images

https://www.bloomberg.com/news/articles/2026-03-18/eu-moves-to-ban-ai-that-creates-non-consensual...
3•amelius•15m ago•1 comments

Uber's CEO says other executives are lying about AI

https://www.thestreet.com/technology/ubers-ceo-says-other-executives-are-lying-about-ai
3•nickvec•15m ago•0 comments

Basecamp CLI and Agent Skill: Agent first, agent native

https://basecamp.com/agents
2•joozio•17m ago•0 comments

Does A.I. Need a Constitution?

https://www.newyorker.com/magazine/2026/03/30/does-ai-need-a-constitution
3•mitchbob•17m ago•1 comments

ARC-AGI-3 [pdf]

https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdf
4•sshroot•19m ago•1 comments

How do you come up with ideas for graphics when designing a website?

1•lasgawe•20m ago•0 comments

California Billionaires Are Spending Big in Costly Wealth-Tax Fight

https://www.wsj.com/business/california-billionaire-tax-ballot-opposition-6a00047d
2•fortran77•21m ago•2 comments

90% of Claude-linked output going to GitHub repos w <2 stars

https://www.claudescode.dev/?window=since_launch
1•louiereederson•21m ago•1 comments

AI Design Inthe IDE

https://www.pencil.dev
1•noashavit•21m ago•0 comments

ARC-AGI-3

https://arcprize.org/arc-agi/3
3•lairv•22m ago•0 comments