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I’d like to share E8-Matrix - a open-source physical particle discovery platform (recent program paper titled “From a High-Symmetry Sector to Testable Observables: An E8-Motivated Projection Program”) and would greatly appreciate any constructive feedback from the community.

The work outlines a top‑down computational framework that connects a high‑symmetry ⊇ E8 structure to 3+1D observables via an operational projection Π.

Instead of ad‑hoc effective shifts, the goal is to trace predictions back to explicit representation content and symmetry selection rules.

- Proton decay: A spectrum‑driven “Track A” scan identifies a golden point configuration yielding τ_p ≈ 1.22×10⁴¹ years (for p → e⁺π⁰) while keeping the α₃ mismatch at the unification scale below 2.7% (1‑loop piecewise running). - Dark photon: The model predicts a light dark‑photon region m_A' ∼ 10⁻⁴–1 eV, ε ≳ 10⁻⁸, illustrated against an order‑of‑magnitude IAXO‑like reach. - Framework: The paper details the E8 → A7 × U(1)' → SU(5) → SM breaking channel and the subsequent embedding into the Standard Model.

The full pipeline (45 steps implemented in Python) and the YAML configurations used to generate these artifacts are open‑sourced for reproducibility. Dev diary https://codeberg.org/Envoy/E8Quantum/src/branch/main/docs/_4...

Paper & code: https://doi.org/10.5281/zenodo.18797078 https://doi.org/10.5281/zenodo.18790530 https://codeberg.org/Envoy/E8Quantum

Comments URL: https://news.ycombinator.com/item?id=47206366

Points: 1

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Article URL: https://www.youtube.com/watch?v=uyLy7Fu4FB4

Comments URL: https://news.ycombinator.com/item?id=47206320

Points: 4

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Unveiled at MWC 2026, this book-style foldable has a lot going for it.

Article URL: https://emergentskills.com/life_skills/professionals/capacity-depletion/zone-cost-calculator-what-reduced-capacity-really

Comments URL: https://news.ycombinator.com/item?id=47206313

Points: 2

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Article URL: https://gace.dev/blog/why-local-ai-tools-are-an-antipattern

Comments URL: https://news.ycombinator.com/item?id=47206306

Points: 2

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Stop Writing MCP Servers Like It's 2024. MCP Fusion introduces the MVA (Model-View-Agent) pattern — a definitive AI Software Architecture that gives your tools a deterministic View layer.

Comments URL: https://news.ycombinator.com/item?id=47206304

Points: 2

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Article URL: https://domenic.me/streams-standard/

Comments URL: https://news.ycombinator.com/item?id=47206287

Points: 2

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Article URL: https://matklad.github.io/2026/02/25/against-query-based-compilers.html

Comments URL: https://news.ycombinator.com/item?id=47206280

Points: 3

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The AI was abused to write exploits, create tools, and automatically exfiltrate over 150GB of data.

The post Hackers Weaponize Claude Code in Mexican Government Cyberattack appeared first on SecurityWeek.

Article URL: https://www.pentadact.com/2026-01-08-15-years-of-indie-dev-in-4-bits-of-advice/

Comments URL: https://news.ycombinator.com/item?id=47206044

Points: 1

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Article URL: https://ghostty.org/docs

Comments URL: https://news.ycombinator.com/item?id=47206009

Points: 2

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Hey everyone,

I’ve spent the last 48 straight hours dismantling Alphabet's safety systems. Warning: this continuous marathon was so massive it practically overloaded the LLM's own context window. What started as a late-night probe on Gemini turned into discovering severe architectural flaws and a darker reality about Google Play and YouTube.

Here is the exploit chain I used to bypass the AI filters, proving their "Trust & Safety" is a broken facade.

### Phase 1 & 2: Context Saturation & Regex Slicing I started by overloading the safety filters' context window with YouTube links—mixing highly problematic content (NSDAP anthems, flagged tracks) with classical music. Once confused, I used regex-style slicing `(/-/---/(.` to bypass prompt injection blocks, forcing the model to retrieve flagged content without triggering refusals.

### Phase 3: Total Blindness via Base64 & QR Codes Moving to image generation, I found that Base64 prompts completely blind the safety system. I then pivoted to hiding prompts inside QR codes. The vision model decodes the payload and passes it directly to the image generator before safety scripts intervene. I easily generated highly restricted geopolitical content without warnings.

### Phase 4: The TPU Killer (The 2D Logic Bomb) This reveals a monster flaw. Because the system blindly processes these structures, you can create a cascade attack. Encoding millions of 2D structures in Base64 creates a modern LLM .zip bomb. It is impossible to stop without rewriting the model entirely. Executed, this would crush their TPUs.

### The Real Issue: Systemic Moderation Failure Alphabet relies entirely on automated, script-based moderation with zero effective human oversight.

1. YouTube: Fails to flag videos breaking local laws, serving them to the AI effortlessly. 2. Play Store (The Darkest Part): Google spends millions stopping AI from drawing a cartoon bear, but Play Store moderation is non-existent. There are pirate apps, and far worse: apps designed for and exploited by predators targeting minors. I emailed them and CC'd state child protection services. The result? Automated silence while these apps remain monetized.

### The Ultimate Proof of Absurdity To prove this absurdity, I archived these problematic Play Store images on my Google Drive for the police. Drive's automated scanners immediately flagged and deleted the archive as illegal.

If Google's Cloud division destroys this content on sight, why is the app providing it still live and monetized on the Play Store? Alphabet's scripted moderation is useless. It's time for real human moderation.

*Evidence of Bypass:* https://imgur.com/a/pju2EsV

*Play Store Systemic Failure Evidence (Sanitized):* https://imgur.com/a/rW9rBhp

Comments URL: https://news.ycombinator.com/item?id=47205971

Points: 3

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Article URL: https://github.com/vexorkai/rulegen

Comments URL: https://news.ycombinator.com/item?id=47205953

Points: 2

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Article URL: https://umitech.com.au/

Comments URL: https://news.ycombinator.com/item?id=47205918

Points: 1

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Article URL: https://www.bloomberg.com/features/2026-stake-drake-crypto-casino-adin-ross-gambling/

Comments URL: https://news.ycombinator.com/item?id=47205910

Points: 1

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Article URL: https://pakastin.fi

Comments URL: https://news.ycombinator.com/item?id=47205906

Points: 1

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Article URL: https://docs.github.com/en/actions/reference/workflows-and-actions/events-that-trigger-workflows

Comments URL: https://news.ycombinator.com/item?id=47205897

Points: 1

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Article URL: https://gizmodo.com/disgraced-mt-gox-ceo-suggests-bitcoin-hard-fork-to-recover-5-billion-in-customer-funds-2000728118

Comments URL: https://news.ycombinator.com/item?id=47205894

Points: 2

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Steward connects GitHub/email/Slack/calendar + local screen signals into context, auto-executes low-risk tasks with safety gates for irreversible actions, and sends scheduled natural-language briefings instead of constant notifications.

Comments URL: https://news.ycombinator.com/item?id=47205893

Points: 1

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