Maaz Ullah

Software Engineer

[ExploitGrid @exploitgrid]

🚨 CVE-2026-81433: WatchGuard Fireware OS

A pre-auth stack buffer overflow in the fingerd DHCP fingerprinting daemon can allow unauthenticated attackers with adjacent network access to execute arbitrary code.

CVSS 8.7 | RCE | ExploitGrid: 34.8
🔎 https://t.co/Qj7LutWt3w

[Tech with Mak @techNmak]

These are the best visual AI resources for learning Transformers, LLMs, embeddings, diffusion, inference and model internals ↓

1/ Transformer Explainer - Watch GPT process text through embeddings, attention, MLPs and next-token prediction.
https://t.co/vkyxOqDVll

2/ Brendan Bycroft’s LLM Visualization - Explore an LLM from architecture down to tensors and operations.
https://t.co/ZFGH0pRtP3

3/ 3Blue1Brown - Visual intuition for linear algebra, neural networks, backprop, attention and Transformers.
https://t.co/plaENBG6aQ

4/ The Illustrated Transformer - One of the clearest visual explanations of embeddings, Q/K/V and attention.
https://t.co/tYrJCm17L6

5/ TensorFlow Playground - Watch neural networks learn as you change layers, activations, features and learning rate.
https://t.co/vva9dm1Gnv

6/ Google PAIR AI Explorables - Interactive explainers on LLMs, generalization, interpretability and model behavior.
https://t.co/vva9dm1Gnv

7/ Distill - Exceptional visual essays on t-SNE, feature visualization, GNNs and interpretability.
https://t.co/FuqpUdDwZD

8/ Abhik Sarkar’s Transformer Visualizations - RoPE, KV cache, FlashAttention, MQA, GQA and more.
https://t.co/vva9dm1Gnv

9/ Visual Guide to Attention Variants - MHA, MQA, GQA and MLA visually compared.
https://t.co/nbpKMa0cpT

10/ Visual Guide to Mixture of Experts - Routing, experts, sparse activation and load balancing.
https://t.co/3gu7xq5e3i

11/ Modular LLM Inference Handbook - Prefill, decode, KV cache, batching, quantization and speculative decoding.
https://t.co/itMIfZnPP5

12/ Apple Embedding Atlas - Explore clusters, neighborhoods and outliers in large embedding spaces.
https://t.co/hxKdXSp5I2

13/ Diffusion Explainer - Follow Stable Diffusion step by step.
https://t.co/YVHEG1zslC

14/ Neuronpedia - Explore features, activations, SAE latents and attribution graphs inside real models.
https://t.co/F8P8eNDH3W

15/ Seeing Theory - Probability, Bayes, distributions, regression and inference made interactive.
https://t.co/KeEhGNSMIQ

16/ CNN Explainer - Visualize convolutions, feature maps, activations and pooling.
https://t.co/sCwv59d2S6

17/ GAN Lab - Train a GAN in your browser and watch its generated distribution evolve.
https://t.co/G94RDWMNak

Save this. There’s a serious AI curriculum hiding inside these links.

[ExploitGrid @exploitgrid]

🛡️ #ExploitGrid Daily #Threat Digest

Top Vulnerabilities (CVEs) of the day
CVE-2026-88854 - EXPLOIT
CVE-2026-94036 - EXPLOIT
CVE-2026-94003
CVE-2026-94089
CVE-2026-94097

..🧵👇

[ExploitGrid @exploitgrid]

AD FS just landed on CISA's KEV list. CVE-2026-56155 lets a local, low-priv attacker jump straight to admin; and researchers say it chains well with RCE for ransomware. Patch deadline: July 28

https://t.co/zFqyx9w6Vq

#CVE #ADFS #CISAKEV #PatchTuesday

[Maaz Ullah @maazullahminhas]

@shafiqahmed999 Is this video legit, @grok?

[Rowan Cheung @rowancheung]

AI video is inching closer to Hollywood-level disruption.

This week, we saw HUGE upgrades to text-to-video, real-time generation, photo enhancements, in-video editing, and more.

Here's everything you need to know:

[Maaz Ullah @maazullahminhas]

@IAmPascio SEND

[Maaz Ullah @maazullahminhas]

Imad wasim should be in Pak team for Asia cup.
Best All-rounnder
#PCB
#AsiaCup2023
#Imadwasim
#PakvsAfg2023

[Maaz Ullah @maazullahminhas]

@driscollis @svpino @akshay_pachaar @rasbt @Scobleizer @tunguz Same

[Maaz Ullah @maazullahminhas]

Getting some Goerli ETH at @quicknode's faucet for my 8466CcDE wallet!
https://t.co/W96ZzYHR8f

[Maaz Ullah @maazullahminhas]

Just claimed my first faucet tokens and am ready to use them on the #VenomTestnet! Get them yourself on https://t.co/emLBt0KBwq

[Maaz Ullah @maazullahminhas]

Getting some Goerli ETH at @quicknode's faucet for my 8466CcDE wallet!
https://t.co/W96ZzYHR8f

[Maaz Ullah @maazullahminhas]

@SheniSalami Maility

[Sheni | Ops Systems & Automation ⚙ @SheniSalami]

Wrote a 17-page doc outlining how I'm leveraging code & ChatGPT in my cold email campaigns

✨ This machine is PRINTING meetings for Maility & my own agency ✨

Free for a VERY limited time

Comment "Maility" and I'll send it your way

(Must be following - 24hr access ONLY)

[Maaz Ullah @maazullahminhas]

@thesamocean GUIDE

[SAM OCEAN @thesamocean]

A YouTube channel I own grew from 0 to 181,967 subs in 11 months.

I wrote a 50-page guide revealing exactly how I did it.

Want it for FREE?

1. Like
2. Comment 'GUIDE'
3. Follow

I'll personally DM it to you.

(You don't have to enter your email.)

[Maaz Ullah @maazullahminhas]

Requesting faucet funds into 0x0b7c50C721CE4bad8290B9267D164D738466CcDE on the #Goerli #Ethereum test network via https://t.co/NJn2Mgw2Ju

[Maaz Ullah @maazullahminhas]

Getting some Goerli ETH at @quicknode's faucet for my 8466CcDE wallet!
https://t.co/W96ZzYHR8f

[Maaz Ullah @maazullahminhas]

0x0b7c50C721CE4bad8290B9267D164D738466CcDE