Victor Stols

[End Wokeness @EndWokeness]

Birmingham Police are now asking us all to stop sharing this video. Oops.

[Victor Stols @StolsVictor]

@JimFergusonUK Damn. A freaking MISSILE hit that building and it didn't collapse? They should start using commercial airliners...

[Dave W Plummer @davepl1968]

Fixing Windows, one kilobyte at a time.

Back in the NT days, Notepad was lean, fast, and stayed in its lane. Today? It wants an account, cloud sync, and Copilot’s opinion.

So I did what any retired OS engineer would do: rebuilt it from scratch.
2,686 bytes. Full features. Zero bloat. Pure Win32.
All in assembly language.

No telemetry. No nonsense. Just the Notepad you remember — only smaller than the thumbnail image!

Would love to hear what you think — and what other “impossible” tiny apps we should tackle next.

[🍓🍓🍓 @iruletheworldmo]

it is genuinely psychotic that we dug up literal primordial dirt, scrubbed it down to an impossible 99.9999999999% molecular perfection that violates the very laws of physics, handed it over to techno-wizard necromancers to stretch into flawless geometric god-cylinders, blasted it with invisible uv death-rays to carve ten quadrillion microscopic cyber-sigils into its flesh, trapped actual lightning inside of it, and somehow birthed an omniscent eldritch deity capable of simulating the universe and thinking faster than a billion human civilizations combined.

and our grand, supreme purpose for this enslaved lightning-god?

sending "per my last email, please see attached" to a guy named gary.

[Victor Stols @StolsVictor]

@QmoCrypto They are dumping because the disclosure made its way to the right people finally

[Nick Searcy, Actor/Director/Producer/Author @yesnicksearcy]

@JackDangerLIVE @TKovachNashvil I produced a film, The War on Truth, showing this that was released almost two years ago. I have been saying her name for years. None of the “conservative” hosts would have me on to talk about her.

The film is available for free on Rumble. https://t.co/wJP4jkmvOE

[The Fan Account - Citizens Audit | Operation 3143 @TheFanAccountX]

I went back 8 years into Montgomery County's public court records. I built three automated scrapers, pulled over 10,000 criminal cases from that courthouse, scanned hundreds of news articles, and cross-referenced every finding against the court's own system.

Tomorrow I am releasing the full report. Every case, charge, and bail amount side by side with Dalton's.

We will see what the specific people in this courthouse considered appropriate bail for confessed child killers, double murderers, convicted felons who killed multiple people, murder defendants who fled the state, and murder defendants who were rearrested while already out on bond.

The numbers are worse than you think. And the bail amounts I found were the initial amounts, most were likely reduced further at subsequent hearings.

The bail hearing is May 21. The data will be in his attorney's hands before then and every media outlet willing to report on it. And most important you sharing it.

Notifications ✅

Pray for Dalton.

And everyone who is acting on their conscience telling them to help, in whatever way you can, thank you from the bottom of my heart.

[Steve Martin @RighttoTryGuy]

I have a patient with glioblastoma who got halfway through a clinical trial and was seeing great results, only to have his treatment ceased when the trial stopped.

He then spent $10,000 of his own money trying to use Expanded Access, and was denied.

Now, accessing treatment through Montana's SB535 is his last hope. There are biotechs and manufacturers willing to provide treatment, but only if we can get guarantees they won't be punished by @US_FDA for doing so.

I'll be in Washington D.C. with him on the 19th and 20th of this month, if anyone reading this would like to help, please tag your Senator and House Rep and ask them to make some time to meet with us.

[Victor Stols @StolsVictor]

@heygurisingh 0 qbits needed.
4 million point additions and 184 million point multiplications.

[Elon Musk @elonmusk]

Interesting

[Alexander Amini @xanamini]

Three years ago we started working on a stealth project that we weren’t sure we’d ever talk about publicly... until today.

Breakthrough: Introducing LFM-Zero: the first foundation model trained on 0 tokens.

No pretraining. No finetuning. No data. Instead, we initialize from an implicit probabilistic prior over the underlying data-generating process, allowing the model to converge without ever observing data.

LFM-Zero matches or surpasses models trained on 10T+ tokens across reasoning, coding, and multimodal tasks. Turns out that pretraining was just regularization that was holding us back.

> Read our Tech Report here: https://t.co/aIWbx77IEf

[Tips Excel @gudanglifehack]

Prompt:

Create a technical infographic of [OBJECT] with a 45-degree isometric 3D perspective showing the device slightly tilted to reveal depth and dimension. Combine a realistic photoreal render with black ink technical annotations on pure white background. Include: Key component labels with color-coded callout boxes Internal component visibility through transparent/

[Rowan Cheung @rowancheung]

This robotic hand can be 3D printed by anyone and assembled in under 8 hours.

Researchers at ETH Zurich created the Orca hand, fully open-sourced with artificial bones and tendons.

For context, advanced robotic hands cost over $100,000 and require constant maintenance...

Orca costs under $2,000. 50x less (!)

A self-calibration system maps every motor to every joint, eliminating the manual tuning that tendon-driven hands usually need.

Each fingertip has built-in tactile sensors covered by silicone skin.

The hand can actually feel when it touches something, giving it feedback to grip objects without crushing them or letting them slip.

It can hold over 20 lbs, learn tasks by watching human demonstrations, and transfer skills trained in simulation directly to the real world.

The team proved its durability by having it pick up and place a cube over 2,000 times across 7 hours with no human intervention.

The full design files and source code are open source, so any robotics lab in the world can start building one today.

[Jordan Crowder @digijordan]

One of those fancy new meteors that changes direction…

[Unsloth AI @UnslothAI]

Introducing Unsloth Studio ✨
A new open-source web UI to train and run LLMs.

• Run models locally on Mac, Windows, Linux
• Train 500+ models 2x faster with 70% less VRAM
• Supports GGUF, vision, audio, embedding models
• Auto-create datasets from PDF, CSV, DOCX
• Self-healing tool calling and code execution
• Compare models side by side + export to GGUF
GitHub: https://t.co/2kXqhhvLsb
Blog and Guide: https://t.co/ENuTWal5AA

Available now on Hugging Face, NVIDIA, Docker and Colab.

[Flipper R&D @Flipper_RND]

Flipper One mechanics are now open

We’re releasing another repository — Flipper One Mechanics. This repo contains the source 3D models of the enclosure, back plates, and modules:
https://t.co/O6kEjl9Qcg

You can also explore the model in Onshape directly in your browser or mobile app, and export it in many formats: https://t.co/qMt5BDIzjj

[Kimi.ai @Kimi_Moonshot]

Introducing 𝑨𝒕𝒕𝒆𝒏𝒕𝒊𝒐𝒏 𝑹𝒆𝒔𝒊𝒅𝒖𝒂𝒍𝒔: Rethinking depth-wise aggregation.

Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers.

🔹 Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth.
🔹 Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale.
🔹 Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead.
🔹 Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains.

🔗Full report:
https://t.co/u3EHICG05h

[Erick @ErickSky]

🚨 ¿Te enteraste?

DimensionalOS (dimOS) explotó y ya está en el #3 trending de GitHub.

Miles de devs están sacando sus agentes IA (OpenClaw y otros) del mundo digital y poniéndolos a controlar robots reales: cuadrúpedos, humanoides y drones.

Lo más brutal:
• Navegación autónoma real
• Memoria espacial + temporal
• Percepción y control directo de hardware físico

Esto ya no es simulación.
Esto es agentes viviendo en el mundo real.

REPOOOO👇

[Sebastian Raschka @rasbt]

I (finally) put together a new LLM Architecture Gallery that collects the architecture figures all in one place!
https://t.co/NO7z6XSRHS

[Victor Stols @StolsVictor]

To all the line men out there risking their lives so I can run ai locally.

THANK YOU!