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Glyph: A sub-millisecond prompt-injection detector

https://github.com/enkryptai/glyph
5•divyanshusingh•1h ago

Comments

Nuka-AI•52m ago
Sub-ms latency for a pipeline this dense is impressive. I’m particularly interested in the recursive decoder. How does Glyph handle the 'Late Canonicalization' problem?

For example, if a payload is encoded in a way that looks like high-entropy 'noise' to a detector (bypassing the printable-ratio gates), but is then decoded by a specific plugin 'sink' after the guardrail has already fired?

Also, regarding the homoglyph fold: does it catch cases like the fraction slash (⁄) being used in place of a solidus (/) for path traversal? In some of my recent research into AI orchestration frameworks, those homoglyphs often bypass standard NFKC normalization but still resolve to valid paths once they hit the OS file system.

If an AI tutor that adapts to your learning style

https://tutoraimvp.netlify.app/index.html
1•Avia_Studio•2m ago•0 comments

1:59:30: Sabastian Sawe Shatters the 2-Hour Barrier at 2026 London Marathon

https://www.letsrun.com/news/2026/04/15930-sabastian-sawe-shatters-the-2-hour-barrier-at-2026-lon...
1•nradov•2m ago•0 comments

Remembering the 1984 Unix PC. Why did it fail so hard?

https://tech.slashdot.org/story/26/04/26/2038235/remembering-the-1984-unix-pc-why-did-it-fail-so-...
1•MilnerRoute•3m ago•0 comments

Claude Design Is Real Design

https://diverging.run/checkpoints/claude-design-is-real-design/
1•shay_ker•4m ago•0 comments

TRELLIS.2: Native and Compact Structured Latents for 3D Generation

https://microsoft.github.io/TRELLIS.2/
1•stavros•4m ago•0 comments

Two Athletes Break Sub-2-HR Marathon in Adizero Adios Pro Evo 3

https://news.adidas.com/running/two-adidas-athletes-sabastian-sawe-and-yomif-kejelcha-break-the-s...
1•canucker2016•6m ago•0 comments

New HEIC to JPG/PNG Converter

https://heyc.runtime-hub.com/
1•RunTimeZero•7m ago•0 comments

Charity Guiness record - 9 day stream raised almost 70mln USD for cancer

https://streamer.guide/blog/latwogang-breaks-guinness-record-charity-stream-2026
1•halonn•7m ago•0 comments

The New Linux Kernel AI Bot Uncovering Bugs Is a Local LLM on Framework Desktop

https://www.phoronix.com/news/Clanker-T1000-AMD-Ryzen-AI-Max
1•guerby•10m ago•0 comments

Anonymous IRQ Handlers

https://trident64.github.io/anonymous-irq-handlers/
1•adunk•11m ago•0 comments

Show HN: Tiao, A two-player turn-based board game

https://playtiao.com
1•trebeljahr•11m ago•0 comments

Show HN: AI memory with biological decay (52% recall)

https://github.com/sachitrafa/YourMemory
3•SachitRafa•12m ago•1 comments

Forcing Scammers to Pass a "Face Captcha" [video]

https://www.youtube.com/watch?v=odFq0xgTrko
1•akavel•14m ago•0 comments

Sawe smashes two-hour mark to 'move goalposts for marathon running'

https://www.bbc.com/sport/athletics/articles/crm1m7e0zwzo
2•berkeleyjunk•14m ago•0 comments

The Preservation Sequences, Part 1: Less Dead

https://nectome.substack.com/p/the-preservation-sequences-part-1
1•bcjordan•16m ago•0 comments

Show HN: Mdlens – Reduce token spend and boost retrieval on Markdown-heavy repos

https://github.com/Dreeseaw/mdlens
1•dreeseaw•16m ago•0 comments

At SpaceX, AI is burning the cash that Starlink earns

https://www.reuters.com/business/finance/spacex-ai-is-burning-cash-that-starlink-earns-2026-04-24/
4•JumpCrisscross•17m ago•0 comments

DeepSeek's new models are so efficient they'll run on a toaster by which we mean

https://www.theregister.com/2026/04/24/deepseek_v4/
2•Bender•18m ago•1 comments

More ancient Linux device support faces the chop

https://www.theregister.com/2026/04/24/ancient_linux_drivers_going/
2•Bender•19m ago•0 comments

I brought my husband back for his funeral as a hologram

https://www.bbc.com/news/articles/cm29qj3e294o
1•Brajeshwar•20m ago•0 comments

Microsoft tackles quality control issues. Just kidding

https://www.theregister.com/2026/04/24/microsoft_seeks_quality_improvements_by/
2•Bender•20m ago•1 comments

The Brain of Theseus – a thought experiment (2017)

https://www.spencergreenberg.com/2017/07/brain-of-theseus-a-thought-experiment/
1•bcjordan•21m ago•0 comments

Show HN: Build an AI to Detect Scammers/Gurus

https://www.falsoai.com/
1•liam-chen•21m ago•0 comments

Show HN: Cyberpunk mission control for AI agents, one HTML file

https://github.com/Audazia/solar-system-agents
1•carlosaudaz•21m ago•0 comments

Goingsecure – Private CISO for solo founders and AI builders

https://goingsecure.dev/
1•gertsen•23m ago•1 comments

Human Source License (HSL)

https://github.com/xdgrulez/human-source-license
11•xdgrulez•25m ago•8 comments

The Pareto principle is how AI takes jobs

https://www.msn.com/en-us/money/smallbusiness/the-pareto-principle-is-how-ai-actually-takes-jobs/...
2•galaxyLogic•29m ago•0 comments

I Bought Friendster for $30k – Here's What I'm Doing with It

https://ca98am79.medium.com/i-bought-friendster-for-30k-heres-what-i-m-doing-with-it-d5e8ddb3991d
3•ca98am79•29m ago•1 comments

MoQ Boy

https://moq.dev/blog/moq-boy/
2•mmcclure•30m ago•0 comments

Neal Stephenson: The Real Threat Isn't AI, It's Us [video]

https://www.youtube.com/watch?v=pUSWa5hOCtU
3•mindcrime•30m ago•0 comments