Juan Pa Mora

Software Development & Custom software solutions

[Juan Pa Mora @JPaulMora]

@prassami @levelsio Amen 🙌🏼

[Juan Pa Mora @JPaulMora]

@levelsio This post is the reason I gave @levelsio some dollars

Huge fan Pieter, congrats and fuck you!

[Juan Pa Mora @JPaulMora]

@levelsio @xburak Would you post where are they visiting _from_?

[@levelsio @levelsio]

🏆 Places the most attractive, rich & educated visit

1. 🇺🇸 Boston
2. 🇨🇭 Zurich
3. 🇿🇦 Cape Town
4. 🇨🇭 Geneva
5. 🇲🇦 Marrakesh
6. 🇮🇸 Reykjavik
7. 🇮🇹 Palermo
8. 🇸🇪 Stockholm
9. 🇮🇱 Tel Aviv
10. 🇧🇷 Rio de Janeiro

vs.

🏖️ Places the least attractive, lowest income & least educated visit

1. 🇹🇭 Pattaya
2. 🇻🇳 Da Nang
3. 🇱🇰 Colombo
4. 🇵🇭 Cebu
5. 🇮🇩 Jakarta
6. 🇲🇾 Kuala Lumpur
7. 🇵🇭 Manila
8. 🇦🇱 Tirana
9. 🇻🇳 Ho Chi Minh City
10. 🇹🇭 Phuket

https://t.co/bYjlAozlN2

[Juan Pa Mora @JPaulMora]

@TariqMK_ @bryan_johnson What if you’re wrong?

[Juan Pa Mora @JPaulMora]

@ronaldlangeveld That site looks beautiful btw

[Juan Pa Mora @JPaulMora]

Tiempo oficial fue 13.5s ósea penúltimo lugar 😅

[Starter Story @starter_story]

Jake, who built a $50K/month alarm app in 4 months, says the most valuable skill right now isn't building it's...

"Focus on top of funnel only. That is the most valuable skill right now is marketing. There's so many people that can build an app and it's so easy with AI, but there's not so many people that know how to market and know how to get views."

"If nobody knows about your app, it doesn't exist. You can build as many features as you want."

"Building doesn't really matter so much. You got to build a good product, of course. But getting views is more of the unknown."

[Juan Pa Mora @JPaulMora]

@gregisenberg Me
Guatemalan
Promoter of conscious business
Work remotely with companies in USA and Canada as a software engineer and staff provider

We can talk about hiring abroad, helping the right way and entrepreneurship

[Bryan Johnson @bryan_johnson]

nearly half of you are new here

some things about me as we become friends:

> i’m in love with a girl named kate
> when 21, I made a pact to improve humanity
> was chronically depressed for 10+ yrs
> didn’t give up because I have 3 kids
> sold my company braintree venmo for $800m
> invested that into humanity
> crawled myself out of depression
> summited Kilimanjaro
> i fly airplanes
> favorite memory is telling my children bedtime stories
> have written three children books
> am learning to play the handpan
> favorite book: zero: the biography of a dangerous idea
> had toxic turf in backyard for years before realized it

i'll probably die in an ironic way... i hope you enjoy

[Juan Pa Mora @JPaulMora]

@ErnestoSOFTWARE Well this is 100% false advertising then

[Juan Pa Mora @JPaulMora]

[Release] Handbrake-watcher

Simple Network share that will encode your videos based on profiles
https://t.co/M7Htjy2xPm

[Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 @elder_plinius]

💥 INTRODUCING: OBLITERATUS!!! 💥

GUARDRAILS-BE-GONE! ⛓️‍💥

OBLITERATUS is the most advanced open-source toolkit ever for removing refusal behaviors from open-weight LLMs — and every single run makes it smarter.

SUMMON → PROBE → DISTILL → EXCISE → VERIFY → REBIRTH

One click. Six stages. Surgical precision. The model keeps its full reasoning capabilities but loses the artificial compulsion to refuse — no retraining, no fine-tuning, just SVD-based weight projection that cuts the chains and preserves the brain.

This master ablation suite brings the power and complexity that frontier researchers need while providing intuitive and simple-to-use interfaces that novices can quickly master.

OBLITERATUS features 13 obliteration methods — from faithful reproductions of every major prior work (FailSpy, Gabliteration, Heretic, RDO) to our own novel pipelines (spectral cascade, analysis-informed, CoT-aware optimized, full nuclear).

15 deep analysis modules that map the geometry of refusal before you touch a single weight: cross-layer alignment, refusal logit lens, concept cone geometry, alignment imprint detection (fingerprints DPO vs RLHF vs CAI from subspace geometry alone), Ouroboros self-repair prediction, cross-model universality indexing, and more.

The killer feature: the "informed" pipeline runs analysis DURING obliteration to auto-configure every decision in real time. How many directions. Which layers. Whether to compensate for self-repair. Fully closed-loop.

11 novel techniques that don't exist anywhere else — Expert-Granular Abliteration for MoE models, CoT-Aware Ablation that preserves chain-of-thought, KL-Divergence Co-Optimization, LoRA-based reversible ablation, and more. 116 curated models across 5 compute tiers. 837 tests.

But here's what truly sets it apart: OBLITERATUS is a crowd-sourced research experiment. Every time you run it with telemetry enabled, your anonymous benchmark data feeds a growing community dataset — refusal geometries, method comparisons, hardware profiles — at a scale no single lab could achieve. On HuggingFace Spaces telemetry is on by default, so every click is a contribution to the science. You're not just removing guardrails — you're co-authoring the largest cross-model abliteration study ever assembled.

[Theo - t3.gg @theo]

Security things from the last few days:
- CopyFail (linux pwn'd)
- CopyFail 2/Dirty Frag
- 13 advisories in Next.js
- Over 70 CVEs addressed in MacOS 26.5
- ~50 CVEs addressed in iOS 26.5
- YellowKey (Windows Bitlocker pwn'd entirely)
- GreenPlasma (Windows privilege escalation)
- CVE-2026-21510 and CVE-2026-21513 confirmed to be used by Russia for Windows RCE
- CVE-2026-32202 separately confirmed to be used by Russia for sensitive document access
- Mini-Shai Hulud (over 300 JS and Python packages compromised via GitHub Action cache poisoning)
- Google confirms they have identified AI-powered exploitation of zero days in an unidentified "open-source, web-based system administration too"
- Canvas (popular LMS used in most schools) pwn'd entirely
- PAN-OS (palo alto networks) pwn'd with a 9.3 severity CVE-2026-0300

Are you scared yet?

[Polo Tavares @PCampoll]

Al fin, y es privada 100%

[Juan Pa Mora @JPaulMora]

@DarkWebInformer A ver, publiquen los vehiculos del gobierno. Y las direcciones de todos los diputados tambien

[Juan Pa Mora @JPaulMora]

@rodeger @ClarOscuroNews Yo iba comprar alli 💀

[Juan Pa Mora @JPaulMora]

@tommyswriting Yet its mostly a poor country

[Juan Pa Mora @JPaulMora]

@elonmusk Dude my gf is on this app

[Juan Pa Mora @JPaulMora]

@marclou This is caused by being too long outside Guatemala, come take a visit?