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Sparse-ternary-fma – 23x faster AVX-512 kernel for FHE&AI, from my ePrint paper

https://github.com/HyperFoldUK/sparse-ternary-fma
3•HyperFoldUK•1h ago

Comments

HyperFoldUK•1h ago
I recently published a paper on arXiv/ePrint about accelerating TFHE with ternary secrets. This repo contains the core optimized kernel—2-bit encoding, sparse AVX-512 FMA. It's dependency-free C. Benchmarks show 2.25x SIMD and 23x sparse speedups. I'm open-sourcing it to advance work in efficient FHE and 1.58-bit LLMs. Feedback welcome.

Bottom-Up Parser Example

https://www.errorcodezero.dev/blog/bottom-up-parser-example/
1•errorcodezero•3m ago•1 comments

Unix "find" expressions compiled to bytecode

https://nullprogram.com/blog/2025/12/23/
1•zdw•5m ago•0 comments

LLM Inference Performance Benchmarking from Scratch

https://phillippe.siclait.com/blog/llm-benchmarking-from-scratch
1•lsiclait•5m ago•0 comments

AI tools are overdelivering: results from our large-scale AI productivity survey

https://www.lennysnewsletter.com/p/ai-tools-are-overdelivering-results
1•Garbage•5m ago•0 comments

Captive Scam Workers in Cambodia Couldn't Flee as Bombs Fell

https://www.wsj.com/world/asia/captive-scam-workers-in-cambodia-couldnt-flee-as-bombs-fell-ed067875
1•perihelions•10m ago•0 comments

GNU Taler v1.3 Released

https://www.taler.net/en/news/2025-13.html
1•F3nd0•11m ago•0 comments

OSI Did Initiate Open Source

https://openpath.quest/2025/osi-really-did-initiate-open-source/
1•whit537•13m ago•0 comments

OxCon 2025: Update on Update (great talk) [video]

https://www.youtube.com/watch?v=M-ZLz8Wg34s
1•bags43•16m ago•0 comments

How Willie Nelson Sees America

https://www.newyorker.com/magazine/2025/12/29/willie-nelson-profile
1•NaOH•18m ago•0 comments

Germany's far-right AfD accused of gathering information for the Kremlin

https://www.politico.eu/article/germanys-far-right-afd-accused-of-gathering-information-for-the-k...
4•robtherobber•19m ago•0 comments

The Military's Social Media Purge

https://www.lawfaremedia.org/article/the-military-s-social-media-purge
2•hn_acker•20m ago•0 comments

FOSDEM 2026 – Schedule

https://fosdem.org/2026/schedule/
2•Tomte•20m ago•0 comments

The Recursive Lemniscate: A New Topology of Human-AI Alignment

https://renormalize.substack.com/p/humanistic-ai-a-vision-for-the-21st
1•getnormality•20m ago•1 comments

CBS 60 minutes on CECOT only aired in Canada

https://archive.org/details/cecot-60mins
7•clacker-o-matic•21m ago•0 comments

How the Catholic Church thinks about superintelligence

https://www.transformernews.ai/p/paolo-benanti-catholic-church-vatican-superintelligence-artifici...
2•atlasunshrugged•22m ago•0 comments

Show HN: Textbooks are hard. I made AxisY to visualize complex topics

https://axisy.tech
1•superhuang•22m ago•1 comments

Ask HN: Would you use % based affiliate software instead of monthly fee?

1•StanMakesThings•23m ago•1 comments

Show HN: I Built a US Grid Telemetry API Using Azure Functions and Python

https://github.com/Norris-Eng/gridwatch-kill-switch
1•Norris-Eng•23m ago•1 comments

Ask HN: What data are you sharing with LLMs?

1•elevatortrim•24m ago•0 comments

An Interesting Year

https://werd.io/2025-in-review-an-interesting-year/
1•benwerd•24m ago•0 comments

Reverse Engineering a Mysterious UDP Stream in My Hotel (2016)

https://www.gkbrk.com/hotel-music
4•bayesnet•26m ago•0 comments

Typing Considered Harmful: Why Voice Coding Works

https://utter.to/blog/voice-based-coding-and-meta-prompting
1•helro•26m ago•1 comments

Memelang: An Axial Grammar for LLM-Generated Vector-Relational Queries

https://arxiv.org/abs/2512.17967
1•bri-holt•26m ago•0 comments

Show HN: Tokscale – See who's burning the most tokens across all platforms

https://github.com/junhoyeo/tokscale
2•junhoyeo•27m ago•0 comments

We Killed RAG, MCP, and Agentic Loops. Here's What Happened

https://www.decodingai.com/p/building-vertical-ai-agents-case-study-1
1•pauliusztin•27m ago•0 comments

Corsair sent me DDR5 RAM Replacement Sticks and the new RAM looks like this?

https://old.reddit.com/r/pcmasterrace/comments/1pt20hk/corsair_sent_me_ddr5_ram_replacement_stick...
3•croes•31m ago•1 comments

Piston-Driven Syringe-Extrusion Bioprinter Using an FDM Frame

https://www.mdpi.com/2313-7673/10/12/811
2•PaulHoule•31m ago•0 comments

Show HN: A CLI for ADHD Productivity, Aggregates Gmail, Calendar, GitHub

https://github.com/mduffster/utility-explorer
3•dwmd14•32m ago•0 comments

Experts Warn U.S. Power Grid Is at Risk of Catastrophic Failure

https://madgewaggy.blogspot.com/2025/12/experts-warning-about-us-power-grid-is.html
1•SanjayMehta•32m ago•1 comments

Apex: A unified Markdown processor for all major flavors in one C tool

https://github.com/ApexMarkdown/apex
1•thecosas•34m ago•0 comments