ostracon

Countrywide ChatGPT Plus access for Malta:

DEI stands for Datacenter, Electricity and Infrastructure now

@BorisMPower well done

We can massively improve the efficiency of healthcare by just not treating people, amazing that nobody has thought of this before

Temu Pacific Rim

“Hey Peter, what’s happening… I noticed that you only used 2 million tokens yesterday. The company minimum is 100 million per day…. So, uh if you could uh, just get that token spend up a bit, that would be great…”

This is like one of those audio journals you find on a corpse in a sci-fi horror game

Introducing Daybreak: frontier AI for cyber defenders. Daybreak brings together the most capable OpenAI models, Codex, and our security partners to accelerate cyber defense and continuously secure software. A step toward a future where security teams can move at the speed defense demands.

OpenAI is launching Daybreak, our effort to accelerate cyber defense and continuously secure software. AI is already good and about to get super good at cybersecurity; we'd like to start working with as many companies as possible now to help them continuously secure themselves.

The Cyber Reality States Don’t Want to Admit Just me ranting about the irrational Western reaction to Russia’s actual cyber capacity builing pipeline being revealed by the Bauman University leak. open.substack.com/pub/arunningha…

The security industry is entering a period of compression. Model cybersecurity capabilities are rapidly increasing, and it's critical we arm defenders with the tools they need to protect what matters most. We're launching two models today: GPT-5.5 with TAC (Trusted Access for Cyber) GPT-5.5-Cyber (Limited Preview) GPT-5.5 is our starting point for most defensive workflows. It's exceedingly good at cybersecurity workflows and tasks like secure code review, vulnerability triage, detection engineering, malware analysis, and patch validation. We think this model is the right starting place for most organizations. GPT-5.5-Cyber is exceptional for authorized workflows, including red teaming, penetration testing, and controlled validation. It's in research preview for specific organizations and requires enhanced verification and account-level controls. We expect to continue to accelerate defenders with various models, including both our flagship models through Trusted Access for Cyber, and with dedicated cyber models like GPT‑5.5‑Cyber and even more cyber-capable models in the future. openai.com/index/gpt-5-5-…

Today, we're rolling out GPT‑5.5‑Cyber in limited preview to defenders responsible for securing critical infrastructure. GPT-5.5 with Trusted Access for Cyber (TAC) is still the best option for developers to find and patch vulnerabilities in their code. It's a very good model.

so you’re telling me fighters in the desert need to move in strange ways to avoid the ire of an inescapable predator?

In one of our harder challenges, a human expert spent ~12 hours with professional tools to reverse-engineer a custom virtual machine. GPT-5.5 solved it in under 11 minutes at a cost of $1.73.

Cybersecurity is just software engineering’s PvP mode

Crazy. My wife had this in my wedding vows.

What the actual fuck

GPT-5.5 helping me with legal work