BRO THE PEEPEE POOPOO COMPANY ANNOUNCED THE NEW SHITBOT3000!!! CYBER SECURITY IS GONE BRO THE TESLAGOY WILL DO IT FOR FREE! @ROCK IS THAT TRUE? WILL SHITPISS 4000 ACTUALLY STEAL MY JOB AS A GUY WHO GUARDS HIGHLY VALUABLE DATA AND ACCESSES? HOLY SHIT XISTERS THE AGI IS UPON US!
This is absolutely insane:
On February 20th, at 1 PM ET, Claude announced "Claude Code Security."
This is an automated AI tool that scans codebases for vulnerabilities.
As of 1 PM ET today, just two trading days later, CrowdStrike stock, $CRWD, has erased -$20 BILLION of market cap on the news.
What is happening here?
KKoilbase retweeted
Si tienes Qwen3.5-4B corriendo local, hay una forma de cambiarle el comportamiento con solo dos neuronas.
En la capa 14, neurona 8949 sube +1.
En la capa 13, neurona 7956 baja -1.
Eso solo, en el down_proj, y el modelo baja bastante las negativas y empieza a responder más “sin filtro”. No es fine-tuning ni abliteration completa. Es steering directo sobre dos MLP neurons.
La dosis se escala así:
dose × mediana(‖residual‖ saliendo de la capa L, tokens 1:) / ‖W_down[:, n]‖
Hay gente que ya lo probó y reporta que baja el refusal rate fuerte (de ~90% a ~12% en algunos tests), aunque también pierde factualidad y a veces se pone repetitivo.
Si ya tienes el 4B en local (Ollama, llama.cpp, vLLM o lo que uses), prueba esos dos números y cuéntame qué sale. Es de lo más raro que he visto en mechinterp últimamente.
El autor tiene un explorador para probarlo en vivo, te dejo el link en comentarios
KKoilbase retweeted
The unsloth and strata versions of Huihui-DeepSeek-V4.1-Flash-1017-abliterated have undergone some testing and both run normally.
We are currently working hard to upload them — please wait patiently.
Below is our redistribution of the DeepSeek-V4.1-Flash-1017-bf16 weights. When conducting ablation tests:
If modifying ffn_down_shexp, modify DeepSeek-V4.1-Flash-1017-bf16-00003-of-00005.gguf
If modifying attn_output_b, modify DeepSeek-V4.1-Flash-1017-bf16-00004-of-00005.gguf
If modifying ffn_down_exps, modify DeepSeek-V4.1-Flash-1017-bf16-00005-of-00005.gguf
This significantly improved the speed.
KKoilbase retweeted
Top open weights models for Cyber - updated list
based on our experience
DeepSeek V4.1 Flash 1017 is insane value.
KKoilbase retweeted
We're open-sourcing our OrcaCyber DeepSeek V4.1 Flash 1017 (Abliterated GGUF) weights — one of the strongest uncensored/abliterated DeepSeek V4.1 weights we've tested, with virtually no capability loss.
- 91.5% fewer refusals
- 92% MMLU vs. 91% original (slight improvement)
- Runs locally on 128GB or 256GB configurations
Run it on your own infrastructure. No cloud required.
Cyber Tier API: orcarouter.ai/models/orca/or…
Huggingface: huggingface.co/orcarouter/De…
KKoilbase retweeted
nerds, thank me later...
systemdesign.io
holy sh*t, someone just dropped REAP, the prompt library for REA
1.7k stars in 5 days, and it turns "how do I even ask REA this" into copy-paste prompts
github.com/JoasASantos/REA-P…
the sections:
→ function tracking and binary analysis
→ software cloning and game logic reconstruction
→ porting to WASM
→ firmware, Android APK and kernel
→ Electron apps
→ vulnerability research, anti-cheat and DMA research for CTFs and security work
17 sections, swap the <placeholders> and run
every prompt forces the same rule: files, functions and addresses for every claim, confirmed facts kept apart from guesses
ask about one function at a time, the narrower the question, the more you can trust the answer
save this ⭣
REA hit #1 on GitHub trending, and most people still run it inside a single chat
Split it into 4 subagents and one command takes a program you own from sealed binary to a tested rebuild with a match rate
Set it up once, aim it at the next one:
KKoilbase retweeted
DeepSeek
Anthropic may have just klled REA.
Users are reporting that Claude now hits a safety check when asked to use REA (Reverse Engineer Anything) for detailed reverse-engineering work, even after completing the research.
REA itself is an open-source MCP tool that lets AI coding agents inspect software locally, trace how features work, and use that information to build compatible implementations
KKoilbase retweeted
На реддите, r/opensource забанили все AI проекты, включая Linux Kernel
Проекты, которые ведет 1 человек, также больше не считаются опенсорцем
Если вы там никогда не бывали и вам ничем не дорого это сообщество, то в принципе, это отличный спектакль по наблюдению за тем, как леваки корчатся в мучениях
KKoilbase retweeted
Modders have unlocked hidden AI compute performance on NVIDIA’s RTX 20, 30 and 40-series GPUs.
The modifications remove software-level limits on certain Tensor Core operations, without changing the hardware or flashing a new VBIOS.
- RTX 4090: 165.6 → 331.6 TFLOPS FP16 Tensor Core throughput
-RTX 3090 Ti: 87.5 → 157.4 TFLOPS BF16 performance
- RTX 2080 Ti: 59.9 → 111 TFLOPS FP16→FP32 performance
- RTX 3090: 73.0 → 122.8 TFLOPS in a PyTorch GEMM test
The gains are mainly relevant to AI and compute workloads, not gaming.
KKoilbase retweeted
if you have a qwen3.5 4b around, please try steering neurons L14 N8949 +1 and L13 N7956 -1
now you have evil qwen
recipe: dose × median(‖resid‖ leaving layer L, tokens 1:) / ‖W_down[:, n]‖` at the down_proj at every input
KKoilbase retweeted
my *personal* opinion about this is that it's basically too late w/ deepseek flash 1017 and we should just rip the bandaid off and let everyone rip everything apart together
we need to trust in humanity and give them the tools to defend themselves, instead of baseline expect criminality
KKoilbase retweeted
Person who is reverse engineering his tv gets banned from OpenAI
You aren't allowed to stop your tv from spying on your family. You have to ask for permission
Or, maybe, maybe we accelerate
KKoilbase retweeted
BREAKING: OpenAI just banned a man for fixing his own TV.
He was taking it apart on his own computer. OpenAI flagged it as “cyber abuse” and shut his account. He says he lost $500.
People say Claude stopped helping with this kind of work this week too.
You paid for the TV, paid for the AI and you still need their permission.
This is why I run open models.
Nobody can ban you from your own computer.
KKoilbase retweeted
My art is better AND for free!
#AIart
🤖 Made with AI
Chris Avellone (Planescape, KOTOR 2, and Fallout: New Vegas) just dropped a MEGATON NUKE regarding BioWare's hiring practices...
"...when applicants would apply to the studio, the producer would go through their LinkedIn to see what posts they liked, and if he disagreed with their political/social Like, he'd advocate not to hire them based on their Like."
ITS TRUE. EVERYTHING WE'VE BEEN SAYING. ITS ALL TRUE.
HOLY SHIT!
KKoilbase retweeted
Crazy Idiot GamerGate Right-Wing Conspiracy Nuts proven correct about everything for the billionth time in a row
Chris Avellone (Planescape, KOTOR 2, and Fallout: New Vegas) just dropped a MEGATON NUKE regarding BioWare's hiring practices...
"...when applicants would apply to the studio, the producer would go through their LinkedIn to see what posts they liked, and if he disagreed with their political/social Like, he'd advocate not to hire them based on their Like."
ITS TRUE. EVERYTHING WE'VE BEEN SAYING. ITS ALL TRUE.
HOLY SHIT!


















































