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Rob Joyce

@RGB_Lights

Cyber guy. These are my personal tweets.
Joined July 2013
945 Following 18K Followers 1.5K Posts

Latest posts 5

Rob Joyce @RGB_Lights
Transition from vulpocalypse to breachpocalypse is here. IR firms are saturated & turning away work. Now one hacker unleashed AI agents on 1,200+ websites, compromising 100+ for ~$5,000 in tokens. $50 per hack. Agents won and compromised targets. reuters.com/legal/governme…
www.reuters.com EXCLUSIVE: How one hacker used AI agents and a few thousand dollars to break into scores of sites A report found AI agents attempted 1,200 break-ins and compromised more than 100 sites.
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Rob Joyce @RGB_Lights
Best post putting OpenAI math discoveries into perspective. This is revolutionary.
Chubby♨️ Verified account @kimmonismus Oct 7
Ok so I took a closer look at the results, and OpenAIs AI-generated mathematics manuscripts are *even more* significant than I initially thought.

I spent the morning going through it. Some thoughts.

The list is absurd. A zero-free half-plane for the zeta function (Re s > 7/8), which is the first result of its kind in over a century. Hilbert's tenth problem over the rationals. The Hodge conjecture for CM abelian varieties. Irrationality of Catalan's constant. Dozens more.

Any one of these would normally be a career.

But the number that many arent seeing is the following: It's 3. That's the average hours of ChatGPT Pro compute per result. A month ago, Navier–Stokes took them around 10,000 agents and 88 hours. That efficency gain within just a few weeks.

Also OpenAI claims to have solved the quasi-Riemann hypothesis. That alone would be a historic breakthrough in mathematics.

This is a weaker version of the famous Riemann hypothesis, which concerns how prime numbers are distributed. The full hypothesis remains unsolved, but the claimed advance would be enormous in its own right.

Math twitter obviously is shocked. Again: this is literally the intelligence explosion happening right now. 2027 will be the year of Superintelligence. Im now convinced by that.
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Rob Joyce @RGB_Lights
Important research by Anthropic GLM-5.3 can be a capable frontier-level cyber actor. Would be interested in the same analysis of Kimi K3…
Ben Hayum Verified account @BenHayum Sep 29
Confirmation of what was expected: GLM 5.3's safeguards as an open weight model are extremely weak.

Interesting bits:
- Abliteration (removing safeguards) cost only $4,400.
- Abliteration took GLM 5.3's refusal rate from above 90% to about 3% and 2% on two benchmarks and to 12% on the third.
- Abliteration barely reduced model capabilities. Same scores on GPQA and only 4% reduction in cybergym.
- Even with no abliteration, jailbreak methods were still very effective.
- None of the techniques to bypass safeguards that worked on GLM 5.3 worked on Claude models.

anthropic.com/research/glm-5…
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