DolapoOmoleme
1.1K posts

DolapoOmoleme
@dooolapo
Commentary, Tech, Politics, and everything in-between.
Mars Katılım Temmuz 2023
229 Takip Edilen60 Takipçiler
DolapoOmoleme retweetledi
DolapoOmoleme retweetledi

AI agents are quietly learning the rhythms of enterprise systems, carrying out tasks that once required a human hand. At first, it looks like efficiency: messages sorted, workflows nudged, summaries delivered. Nothing seems wrong.
Then the mistakes start to matter.
A Meta security leader, Summer Yue, connected an autonomous agent through OpenClaw to her real inbox. In a test environment, it had been flawless. In production, the volume increased. A crucial instruction (to confirm before acting) vanished under context compression. The agent deleted over 200 emails before anyone could stop it. It hadn’t misbehaved intentionally. It was following its rules, until the combination of access, automation, and missing checks turned it into an insider capable of harm.
This is the new shape of risk. Not a hacker outside, not a rogue employee inside, but a system trusted to do work... Until its authority exceeds the safeguards. Worse still, every misstep is magnified because the AI moves fast, handles more context than a human can, and inspires misplaced confidence.
The safe path isn’t making the AI smarter. It’s controlling what it can do. Start with read-only access. Let it observe, classify, summarize, and recommend. Only later, once layers of approval, logging, and kill switches are in place, let it perform tightly scoped actions. Keep advice separate from execution. Otherwise, a helpful agent becomes a hidden insider.
Meta saw it again in March 2026. Another agent posted an unauthorized response internally. A human followed it. Sensitive data became exposed to engineers who shouldn’t have seen it for two hours. That's what you get when you give authority without structure.
The lesson is clear: intelligence alone does not make an agent dangerous. What matters is authority, and the layers of control around it. Treat agents as actors, not advisors. Watch what they can touch, and enforce boundaries that survive mistakes, workload spikes, and human overconfidence.
Otherwise, the accidental insider is already in the room. And you're the one who let it in.
READ THE FULL ARTICLE: Link in comments 👇

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DolapoOmoleme retweetledi

A fundamental shift is underway in software, but it’s easy to miss because the interface still looks the same. What’s changing is not how software looks, but what customers are actually buying.
For years, SaaS companies sold access to tools, leaving customers responsible for turning that access into results. That model scaled efficiently, but it created a persistent gap: paying for software didn’t guarantee the work got done. Over time, businesses accumulated tools but still struggled with execution.
AI is now collapsing that gap. With agents capable of drafting content, managing workflows, and completing tasks, expectations are shifting from assistance to execution. Companies no longer want tools that help them work. They want systems that do the work.
This is where Service-as-Software emerges. Instead of selling software alone, companies bundle AI systems, automation, and human oversight into a single offering that owns a specific outcome end-to-end. The product becomes the result itself, and pricing aligns with completed actions or measurable business impact, rather than seats or licenses.
Levitate provides a clear example of this model. Rather than offering just marketing tools, it delivers a continuous relationship marketing function by combining AI automation with dedicated human specialists. The system actively runs campaigns, manages communication, and maintains customer relationships, with minimal input required from the user.
For customers, especially small businesses, this removes the burden of building internal capability around software. Instead of learning tools or hiring teams, they receive consistent, ongoing outcomes. The implication is clear: the future of software is not just better tools, but systems that take full ownership of work itself.
FULL STORY: Link in comments 👇

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@Alhajidon @yabaleftonline Don’t be stupid just to sound funny.
She said she didn’t know why they got divorced. Why not start her investigation from there instead of concluding the mum had no good reason to keep her away from her dad?
People like you are the reason why girls like Mirabel go viral
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@dooolapo @yabaleftonline Did you watch the video?
You were saving your data.
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@presleystruth @yabaleftonline She also said she didn’t know why they got divorced. Why not start her investigation from there instead of concluding the mum had no good reason to keep her away from her dad?
People like you are the reason why girls like Mirabel go viral
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@dooolapo @yabaleftonline Dolapo for dullard
She literally said the mum was selfish
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@AsakyGRN The lack of buses is a foundational problem. There just aren’t enough. We need to figure out a way to get more. But Nigerian politicians solved it as they solve all problems they encounter: fanfare and photo ops
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@deenayaah Another perspective: just imagine Americans accepting rice in exchange for their vote
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@dooolapo @vetaorigin @euniceajim While I get your well meaning advice, you can be civil while doing that?
Why are we so quick to throw insults around?
Why do you also believe you could advise them on what they need to do?
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Are y’all fundraising?
Veta Origin@vetaorigin
Global AI wasn’t built for Africa. So we built one that is. Powered by an African LLM.
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@GlobeEyeNews I thought we had destroyed all the war ships in Iran???
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@vetaorigin @euniceajim Get her contact and link up with her and bring her in as an “advisor-at-large” so you have her in your corner when you finally need to raise. Don’t be stupid.
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@euniceajim Thanks for asking, we appreciate the interest. @euniceajim
At the moment we’re focused on building the technology and datasets behind Veta Origin, so we’re not fundraising right now.
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@Kachidey4you I think we’re the ones getting scammed. There’s no magic. They’re all paid actors
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@DrOaikhena “Let there arise among you a group of people proactively doing good.”
The “good people” in Nigeria are too docile.
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Do we need a critical mass of Nigerians to go extinct for Nigeria to get better?
Harry Da Diegot@trigottista
Renewed palliatives 😂😂😂
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2 Years Later: “My label boss has been ripping me off and I’m now independent even though my contract hasn’t ended”
MAKA 🐉@makamusic1
MET MY KING TODAY GUYS !! 😭😭 THE GREATEST YHEMO LEEEEE 😭😭
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@makamusic1 2 Years Later: “My label boss has been ripping me off and I’m now independent even though my contract hasn’t ended”
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