PPLTRCER retweeted
Most speech-to-text models get the words right and the speaker wrong. So your meeting notes give the action item to the wrong person.
AirCaps A5S Async is built to get BOTH right. VoiceArena ranks it #1 out of 15, and the next best model makes 36% more errors!
Developers get 5 hours for FREE👇
playground.aircaps.com/
🤝 Paid partnership
Introducing A5S Async V1: the world's most accurate speech recognition model for speaker-attributed transcription.
#1 on VoiceArena, ahead of ElevenLabs, AssemblyAI, Deepgram, NVIDIA, Meta & more.
The next-best model makes 41% more errors across 5 public benchmarks.
And yes, every lab says they're #1. So we open-sourced our benchmark.
Try it now👇
PPLTRCER retweeted
This is the best image/video gen suite you can run on your DGX Spark, bare none. Highly recommend you to try it out.
It completely replaced the use of ChatGPT to generate images. It works extremely good on just one spark.
I'll be contributing to it as much as can as I think it's really that good. Kudos to @u1tra_instinct and @SamJWasserman for building this.
github.com/drowzeys/Imaginat…
PPLTRCER retweeted
We're giving away a Hogwarts Legacy custom wrapped NVIDIA GeForce RTX 5090 to celebrate its official release with DLSS 5 🪄
To enter:
🟢 Share this post
🟢 Comment #RTXON
Terms and Conditions: nvidia.com/en-us/geforce/con…
PPLTRCER retweeted
A developer who writes a fork of ARTEX messaged me today to call me very naughty name for releasing spikestrip
He didn’t have the dev chops to fix ARTEX to think hard enough to not honor the traps.
github.com/Arcanum-Sec/Spike…
PPLTRCER retweeted
(Since we're on the heels of Halloween)
Reintroducing WRAITH 👻
A spiritual successor to BeEF that combines blind XSS and browser hooking into one framework. Live Page Mirror, operator console, *c re d* cap popups, local port scan, and labs to teach the bugs!
Built for authorized red teams and security researchers.
github.com/Arcanum-Sec/wrait…
PPLTRCER retweeted
"AI makes mistakes."
So does your doctor.
So does your accountant.
So does the guy who did your plumbing.
The difference is AI gets better every three weeks.
Your doctor doesn't.
PPLTRCER retweeted
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weigh…
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math.
rikiyat.github.io/blog/weight-sp…
github.com/RikiyaT/lm_und…
huggingface.co/Qwen/Qwen3.5-0…
huggingface.co/RikiyaT/Qwen3.…
PPLTRCER retweeted
Need a little inspiration for your RE//verse submission? We've got two years of talks on YouTube, covering all sorts of things people have managed to break, reverse engineer, and figure out. Take a look, then send us something of your own! youtube.com/playlist?list=PL…
PPLTRCER retweeted
I used Opus 5.5 on max and GPT-6 Astra for 5 days straight and I reversed engineered Elastic Security and extracted all the rules. I made them available here:
github.com/elastic/detection…
You’re welcome.
PPLTRCER retweeted
REMnux now supports Apple Silicon and other arm64 systems natively, along with Intel and AMD. This includes containers and VMs. Also, you can now download prebuilt VMs for VMware, VirtualBox, Proxmox, and UTM. An EC2 AMI is available, too. docs.remnux.org
PPLTRCER retweeted
完蛋了…..以后中国开源模型只能开源小参数的模型了….
商务部科技部就修订《中国禁止出口限制出口技术目录》征求意见，为期一个月，涉及人工智能（大模型、智能体、算力集群、信息处理等23项）生物医药、光伏3个领域。
1️⃣限制出口AI大模型：超过10^26计算量、或2T参数、或公开评估排名全球前10的大模型。
2️⃣限制出口智能体Agent：工具调用与系统操作技术，支持集成的第三方工具数量≥200个，工具选择准确率≥90%，且在需要调用3种及以上工具协同完成任务场景中，端到端任务平均成功率≥90%；自主规划与任务分解技术，可将自然语言指令自动拆解≥20步可执行子任务链，子任务分解精度≥80%，且子任务平均成功率≥90%；标准博弈基准超过90%的人类的博弈决策技术；得分75%以上的AI辅助漏洞挖掘技术。
限制出口算力集群技术：片间互联技术、分布式训练容错技术、通信调度技术、异构集群高效推理与调度。
征求意见期间，出口相关技术需向商务部填报登记表。已通过开源、发表学术论文等方式进入公共领域的技术，不纳入管理范围。
（中国商务部）
目前看来@Kimi_Moonshot 的K4、@MiniMax_AI 的M3 Pro、@Zai_org 的GLM5以及@deepseek_ai 的下一代模型都没法开源了…..
而且相关架构、训练优化和推理加速技术也都不行了。
Readers added context they thought people might want to know
该帖称中国大模型今后“没法开源了”、只能开源小参数模型，与官方文件不符。公告明确支持人工智能开源创新生态，对已通过开源等方式进入公共领域的技术不纳入管理范围，并对开源情形适用自动许可等便利措施（仍在征求意见中）。
mofcom.gov.cn/zwgk/zcfb/art/…
mofcom.gov.cn/syxwfb/art/202…
PPLTRCER retweeted
We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case).
I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves.
We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them:
"/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started"
I imagine we'll have some backend services that could be replaced entirely by this new architecture.
PPLTRCER retweeted
Would you like to start writing your own binary analysis tools?
We have already released our courses in writing your binary analysis tool with LLVM, do not lose the chance to buy one of them for the pre-release (and now release) special price:
- The basic one that goes from assembly and disassembly to writing your own Intermediate Language.
- Advance one that covers from the basic training, to most advance tasks like lifting to LLVM IR, applying optimizations, or writing a C Shim in order to create APIs in other languages.
- And also for a special price, the program analysis bundle that pack together the Advance analysis training together with the Emulation vs Symbolic Execution one.
Do not lose the chance to unveil the power of WVIL, the dragon that will help you in more complex task like obfuscation analysis.
PPLTRCER retweeted
Here's the link: github.com/vxcontrol/pentagi
If you want more practical ai gems and a list of full free ai resources, go here: simplifyingai.co/subscribe
PPLTRCER retweeted
🔥 El C2 open-source que ya usan APT29, grupos de ransomware y media comunidad de red team acaba de recibir una GUI real.
Sliver (la alternativa gratuita de Bishop Fox a Cobalt Strike) lleva años ganando terreno porque es difícil de firmar, multi-protocolo y completamente open source. Ahora tiene un cliente de escritorio pulido:
Qué te da realmente:
- Workspaces multi-ventana con vista de topología en vivo
- Dashboards de Sessions y Beacons
- Paneles de archivos, procesos, registro, loot y credenciales
- Consola nativa de Sliver integrada (puedes bajar a CLI cuando quieras)
- Integración con Armory, generación de payloads y listeners
- Herramientas cloud (soporte de cuentas AWS + Azure, Route 53 / Azure DNS)
- Multiplataforma (macOS, Windows, Linux)
Es una app Electron con sandboxing documentado, CSP y conexiones de operador por mTLS. Los binarios precompilados son gratuitos. Compilar desde el código fuente actualmente requiere licencia de HeroUI Pro (solo si quieres compilarlo tú mismo).
Por qué importa:
Actores reales ya usan Sliver. Ahora red teams y blue teams tienen una barrera mucho más baja para *usar* el mismo framework en lugar de solo leer sobre él. La GUI elimina el problema de “no quiero vivir en la terminal durante un engagement de 3 días”.
Solo para uso autorizado. Mismas reglas que Cobalt Strike, Havoc o cualquier otra herramienta de esta categoría.
Si estabas esperando una GUI moderna encima de Sliver, esta es.
Link en comentarios
PPLTRCER retweeted
Claude-BugHunter provides a curated bundle of 83 skills for Claude Code designed to assist with vulnerability auditing, CVE tracking, and structured red team reporting.
github.com/elementalsouls/Cl…
PPLTRCER retweeted
DeepSeek V4.1 Flash UNCENSORED is FREE 😳
- 8B/16B active parameters per token
- 1M context window
- vision support
- MIT license
check it out: huggingface.co/dealignai/Dee…
PPLTRCER retweeted
This comprehensive course covers techniques and tools for fuzzing in various languages such as Python, Go, Rust, Java, and Web.
Source: github.com/raminfp/the-art-o…
PPLTRCER retweeted
The Open Source Firewall for LLMs. A self-hosted gateway to secure and control AI applications with powerful guardrails.
github.com/trylonai/gateway
