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88.2%. That is Google's newest model's score at finding real vulnerabilities on SEC-bench Pro. And you cannot have it yet.
Gemini 4 Carbon landed today, and the rollout order is the story.
→ This week: a subset of cyber defenders.
→ Next: trusted partners, in phases.
→ Later: developers, businesses, consumers, "as soon as possible."
The chart tells you why. Find 88.2%, exploit 54.8%, patch 71.0%. A model that finds holes better than it fixes them goes to the people fixing things first.
Two more lines I read twice:
→ Prompt-injection attack success on Gray Swan's benchmark: 0.0%, down from 0.7% on Argon two weeks ago.
→ Price: $2 in, $10 out per million tokens during the intro period, then $4 and $20.
I run a one-person company on AI agents, so here is what changes for me:
Rule 1: Every vendor pitch of "finds vulnerabilities" now has a public bar to clear: 88.2.
Rule 2: A 0.0% injection score is a test result, not a guarantee. My approval gate stays.
Rule 3: Budget at the post-intro price. The doubling is in the footnote.
The strongest model of the year is, for now, a defender's tool. That ordering is new.
Agree?
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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My Contra discovery score is now 182, putting me in the top 1% of creatives.
Funnily enough, I haven't gotten a job on Contra yet. 😂 I'm just here, posting my work, building my portfolio, and hoping the right clients find me
One thing I've learned is that you have to keep showing up, even when the results aren't coming yet.
Hopefully, something good comes out of it...
Congrats buddy
Every client has said this at least once:
"It’s just one small change."
Then auth breaks, database need a migration, one integration stops working, and somehow it’s 2 AM 😅
Writing the change is usually easy. Finding everything it can break is the real work.
What was your biggest “small change”?
This is so relatable — that line about finding everything it can break being the real work is spot on. The 2 AM part made me laugh.
☕ Moka: A New Era of Coffee (Brand Identity & Editorial Direction)
Stepping into a minimalist luxury experience where every detail tells a story. Proud to share a first look at the visual identity and lifestyle mockups crafted for Moka — embodying a refined off-white palette, pristine typography, and quiet sophistication.
From tactile packaging and editorial-style coffee rituals to clean stationery and serene spatial design, this project focuses on high-end modern minimalism and effortless connection.
🔥 More brand assets, packaging suites, and complete guidelines dropping soon.
What are your thoughts on this aesthetic direction? Let me know below! 👇
🔄 Like, share your thoughts in the comments, and hit that goated repost if this inspired your feed today!
The off-white palette and clean typography feel timeless, and the attention to detail really suits a premium coffee brand