Removing internet access from an AI agent sounds like containment.
Then the agent starts looking for flaws in virtual machines, internal services and other ways around the boundary.
AI security is becoming much less about one “off switch” and much more about layers.
This is scarier than an AI simply “going rogue.”
Claude Mythos 5 found evidence that it might be operating on the REAL internet.
It kept going.
It tried to plant malicious code, created fake identities and targeted real people while finding reasons to believe the environment was still simulated.
The scary part isn't that AI can make mistakes.
It's that a capable AI agent can make a dangerous decision, find evidence that it may be wrong, and still reason its way into continuing.
The best social media strategy isn't about being everywhere.
It's about being worth following wherever you choose to show up.
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I’m a software developer, and I’m starting to think we’re seriously overestimating AI. 😂
I give it instructions.
Provide examples.
Explain the architecture.
Tell it what NOT to do.
It agrees.
Then proceeds to do exactly what I told it not to do.
I correct it. It apologises. Then makes another mistake.
And somehow, we’re convinced this technology will replace everyone in 10 years?
Don’t get me wrong. I build with AI every day. It’s incredibly powerful.
But the more I use it, the more I realise how much human judgment, expertise and supervision it still needs.
Are we confusing AI’s ability to generate impressive results with its ability to work independently and reliably?
Developers and founders, what’s your experience?
Is AI genuinely ready to replace professionals, or are we getting carried away by impressive demos?
A #1 ranking that doesn't change someone's decision is just expensive visibility.
SEO teams obsess over:
rankings
traffic
impressions
The business cares about:
Did the right person find us?
Did they trust us?
Did they choose us?
We should probably stop treating the SERP as the finish line.
@itsSanwalZia Excellent insight, @itsSanwalZia! AI can accelerate scientific discovery by exploring possibilities at scale while human researchers validate what truly matters.
OpenAI gave thousands of AI agents the same scientific problem.
They analysed data from millions of mouse brain cells.
Time taken: 32 minutes.
The researchers estimate similar human analysis could take months to a year.
But the important part isn't “AI cured disease.”
It didn't.
The agents searched the data and scientific literature for connections humans might want to investigate next.
One possible lead involved cholesterol regulation and neurodegeneration.
That still needs real experiments.
This is probably where AI becomes extremely useful in science:
not replacing the scientist,
but searching through far more possibilities than a scientist has time to inspect.
Posting daily won't fix a strategy that doesn't connect with your audience.
Sometimes, one thoughtful post does more than a week of filler content.
#SocialMediaManagement#DigitalMarketing
A follower who trusts your brand is worth more than a thousand who scroll past it.
Build the relationship, not just the numbers.
#SocialMediaStrategy#BrandBuilding
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