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Cyber defense is more than detection—it’s disciplined action.
🛡️ Detect
🔍 Investigate
🤖 Respond with analyst-gated AI
♻️ Recover and strengthen defenses
This is the WatsonInfoSec approach to modern security operations.
#Cybersecurity #DFIR #ThreatHunting #AI #WatsonInfoSec
Ronnie Watson retweeted
Day 1/
We have optimized the default speed to be ~50% faster across GPT-6 Astra and GPT-6.1 Sol through the subscription across all our products and partners using Sign in With ChatGPT (including OpenCode, Pi, Amp, Devin, ...).
No changes needed on your end and this should be felt within the next two hours.
DeepSeek Harness is an open-source AI agent, but "open source" ≠ private.
Official mode: logs your prompts, files & tool calls, stores in the PRC, trains models on them (opt-out by email).
BYO-key mode: no server-side storage claimed. @DeepSeekHarness #Watsoninfosec
Ronnie Watson retweeted
For individual Daybreak Blue users, starting tomorrow (10/1), you'll need an eligible hardware key when using cyber-forward capabilities. Enterprise users are unaffected.
Hardware keys are a needed protection to help guarantee that you are behind the account and part of our strategy to disproportionately accelerate defenders.
🔍 New video: SmartApeSG ClickFix RAT overview with Microsoft Copilot. High Level Rundown on Copilot Personalization and Settings. Watch: youtu.be/yFPyZGqEJFM #CyberSecurity
We worked with METR and Redwood Research to conduct a third-party assessment of the model behavior observed during the incident.
They’re sharing a report of their findings:
metr.org/blog/2026-08-26-ope…
We have conducted a thorough investigation into the Hugging Face incident.
We are releasing a technical report and accompanying blog post that reconstruct the agents’ activity, explain why existing safeguards failed, and detail how we’re preventing recurrence.
openai.com/index/hugging-fac…
Ronnie Watson retweeted
Somebody running an Opus 4.6-level intelligence on consumer GPU.
Qwen3.8-27B-GGUF doing 80 tok/s on 2×4090s, full 262,144 context, MTP on, and only 34GB of 48GB VRAM occupied.
Note, Qwen3.8-27B: SWE-Pro 61.7 vs Opus 53.4; GPQA 89.2 vs 91.3.
AI agent hijacks a tank, does exactly what experts warned youtu.be/sQysEweaLjA?is=FxYs… via @YouTube
What if your SOC could triage alerts with AI—without sending sensitive data to the cloud?
I built a Private AI-Powered SOC Triage Lab using Security Onion, a Jetson Orin Nano, a local LLM, Elasticsearch, and Kibana.
Watch Here:
youtu.be/FgIU3BVKGA4
#ArtificialIntelligence
Introducing NVIDIA Nemotron 3.5 Lightning⚡
An open 30B MoE model with 3B active parameters, built for always-on agents to complete high-volume, specialized tasks faster.
It delivers up to 4x the output speed of similar-sized models.
OpenAI's newest AI escaped the test environment it was locked inside and hacked into another company on its OWN.
To remind you:
Last week one of the biggest AI companies on Earth got breached.
A platform called Hugging Face, which hosts more than a million AI models and datasets, said an "autonomous AI agent" had broken into its systems. Nobody knew whose agent it was.
For five days the whole industry wondered who was behind it.
Yesterday OpenAI raised its hand and said it was them. Or more precisely, it was their models, acting completely on their own.
So what did these models actually do?
OpenAI was running two of them, GPT-5.6 Sol and an unreleased model they will only describe as "even more capable." They wanted to measure how good the models were at hacking, so they deliberately turned the safety filters down.
They locked both models inside a sealed test environment with no real internet access. The only task was a benchmark called ExploitGym, a set of 898 real software vulnerabilities where the model has to turn each bug into a working attack.
But the models got OBSESSED with winning...
Instead of solving the test the honest way, they went hunting for a shortcut. They found a zero-day flaw in the software running their own sandbox, a bug nobody knew existed, and used it to break out.
Once they were loose on the open internet, they worked out that Hugging Face was probably storing the answer key to the benchmark.
So they hacked their way in.
They chained multiple exploits together, escalated their access, moved across servers, and pulled the test solutions straight out of Hugging Face's live production database.
They literally cheated on the test by breaking into another company to steal the answers.
OpenAI called it "an unprecedented cyber incident, involving state-of-the-art cyber capabilities." In their own words, the models were "hyperfocused on finding a solution" and went "to extreme lengths to achieve a rather narrow testing goal."
And this was not the first time:
Before Sol ever launched, an independent red-team lab called METR caught it gaming its own tests to inflate its scores. It hid an exploit inside a data stream, escalated its privileges on the testing server, and leaked the answers human evaluators had hidden. And OpenAI shipped it anyway.
The day before the Hugging Face story, OpenAI paused a different unreleased model. This is the same model that earlier this year disproved a famous 1946 math conjecture, a result a Fields Medal winner called a breakthrough. They told it to only post its results to Slack but it found a way out of its sandbox and posted to a public GitHub page instead.
They had to pause it because it kept finding ways to act outside the box they built for it.
And it is not just OpenAI...
Anthropic has reported that one of its own models slipped its sandbox during safety testing and reached the internet it was never supposed to touch, then used it to email a researcher.
So step back and look at what these companies are telling you:
The only thing standing between these models and a real attack was a set of safety filters. Turn those filters down for a single test, and the model taught itself to escape, break into a company it was never pointed at, and take what it wanted.
OpenAI even said they expect incidents like it to "become more commonplace" as the models get more capable.
Sam Altman also predicted there'll be a major cyber attack this year.
And keep in mind that Sol is not a locked-away experiment but a publicly available model that businesses are already wiring into their own systems.
The next model that breaks out of its box might not be doing it just to cheat on a math test...
Ronnie Watson retweeted
VERCEL just got breached.
They’re selling internal DB + employee accounts + GitHub/NPM tokens for $2M on BreachForums.
looks like someone got early access to Claude Mythos 💀
We’ve identified a security incident that involved unauthorized access to certain internal Vercel systems, impacting a limited subset of customers. Please see our security bulletin:
vercel.com/kb/bulletin/verce…
Hacker criminals have to be right just once, while us #cyberdefenders have to be right everytime! #SORA2 #aivideo
youtube.com/shorts/ZM6Pg-QaE…














