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“Too Dangerous To Release” Is Becoming The New AI Marketing Strategy

“Too dangerous to release.”

We’ve heard it before… but it’s happening much more often these days.
Does anyone else remember when OpenAI said something similar about an early language model… that it could be an extinction-level moment.
Just last week, Anthropic did it again with its latest model, Mythos.
A model (they claim) that is so powerful… it’s being held back from the public.
Instead, there’s something called Project Glasswing where access is limited, partners (and even competitors) are curated…
But the framing is clear: this is not for everyone.

Things sure are getting interesting in tech these days.

But is it just me or are these moments starting to look less like a one-off decision for humanity… and more like a pattern that gets humanity panting?
So what is this?
Positioning? Signalling? Marketing? Reality?
Sure… it feels like a signal to the market that says: this is not just another model… this is something different.
And, to be fair, there may be real substance behind it (I do not have the access/technical chops to pass judgement).

We’re being told that this one uncovered vulnerabilities across almost all operating systems, browsers, and core infrastructure at a scale that was previously unimaginable.

*Shudders*
That this new model can chain weaknesses together in ways that could give attackers full control of systems.
*Double shudders*
That’s not trivial… that’s a different category of risk.
But it also creates a very strange duality.
Because the same capability that can defend systems… can also break them.
The same model that helps patch vulnerabilities… could accelerate how quickly those vulnerabilities are exploited.

And that’s the part that should make us pause.

Not the idea of AI going rogue.
But the idea of AI making highly specialized, high-impact work… routine… 24/7…
What used to require deep expertise, time and intent (with a lot of cat and mouse gaming theory in the cybercrime industry)… could become fully automated (and much faster, cheaper and more accessible).

And when that happens… the levee breaks.

So, Anthropic chose the moral high road.
Limit access… control distribution… create tiers of who gets to use what… and, most importantly, give the main players time to lock down the critical infrastructure.

This is good… right?

Maybe… but think about it…
Who decides what counts as “access” to these models?
Who decides what counts as “oversight”?
Who decides what counts as “the right hands”?
Who decides what counts as “too dangerous to release?”

Because these aren’t just product decisions anymore.

Now we’re in the world of geopolitics, security, public health, economic power and governance.
And if you zoom out even further… they’re also narrative decisions.
Because framing a model as “too dangerous to release” does two things at once:

  1. It signals responsibility.
  2. And it signals power.

That’s a compelling narrative… especially with trillions of dollars at play.

Especially in a market where every major tech company is trying to prove that their model is the one that matters.
So yes… maybe this is about safety… but it’s also about positioning.
And we’re about to find out which one matters more.
Because if these models truly represent a step-change in capability…
Then holding them back won’t be a long-term strategy.
It will be a temporary one.
Eventually, the pressure to release… to compete… to monetize… will win.

And when that happens… that line will inevitably start to blur.

So maybe the real shift isn’t that AI is becoming more powerful.
It’s that access to that power is becoming the real product.
And if that’s true…
What happens when the most important technology in the world isn’t defined by what it can do…

But by who is given access to it?

This is what Elias Makos and I discussed on CJAD 800 AM.

Before you go… ThinkersOne is a new way for organizations to buy bite-sized and personalized thought leadership video content (live and recorded) from the best Thinkers in the world. If you’re looking to add excitement and big smarts to your meetings, corporate events, company off-sites, “lunch & learns” and beyond, check it out.

Mitch Joel

Mitch Joel lives at the intersection of technology, business transformation and consumer culture. He is the Executive Director of Next Era Institute, a strategic intelligence platform helping leaders understand the forces reshaping business, technology, culture and society. The Institute identifies which shifts matter, explores their wider significance and translates them into strategic direction and momentum. Mitch is also a globally recognized keynote speaker. He has delivered thousands of presentations across both B2B and B2C industries to organizations including Google, Walmart, LEGO, Shopify, Microsoft, Procter & Gamble and Unilever. Strategy Magazine has called him “one of North America’s leading visionaries.” Mitch built his career by working directly inside the waves of change that reshaped modern business. He founded and built a digital marketing agency that worked with some of the world’s largest brands and was later acquired by WPP, where he served as President of a firm operating in 25 countries with almost 3,000 employees. Mitch is the bestselling author of Six Pixels of Separation and CTRL ALT Delete, and the host of Thinking With Mitch Joel, one of the longest-running business podcasts in the world. His writing and commentary appear in outlets including Harvard Business Review, Fast Company and Inc. Magazine. He is a member of Dr. Marshall Goldsmith’s 100 Coaches and was named to the Thinkers50 Radar. Mitch also hosts Groove – The No Treble Podcast, documenting the oral history of electric bass players. Mitch is also Co-Founder of ThinkersOne, a platform that enables companies to bring personalized thought leadership from world-class experts into meetings, events and off-sites in focused 15-minute bursts.

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Tags: advertisingaiai access as productai capability race big techai commercialization strategyai competitive positioning openai anthropicai controlled release strategyai cybersecurity risksai enterprise access strategyai ethical release debateai exploit automationai geopolitics and powerai governance and regulationai hacking toolsai hype signaling strategyai infrastructure security risksai market positioning strategyai model access restrictionsai model distribution controlai models safety claimsai monetization models artificial intelligenceai narrative framing technologyai national security implicationsai offensive security vs defensive securityai platform access tiersai risk vs innovation debateai safety narrativeai vulnerability chainingai zero day vulnerabilitiesanthropicanthropic project glasswingartificial intelligencebrand strategybrandingbusiness blogbusiness book authorbusiness conferencesbusiness growthbusiness innovationbusiness keynotebusiness speakerbusiness strategybusiness transformationbusiness transformation speakercjadcjad 800 amconsumer behaviorcontent creationcontent marketingcorporate eventsctrl alt deletecustomer experiencecustomer experience speakerdecode the futuredigital advertisingdigital marketingdigital marketing blogdigital marketing podcastdigital mediadigital transformationdisruptiondisruption speakerdisruption strategyelias makosentrepreneurentrepreneurshipevent marketingexecutive workshopsexpert insightsfrontier ai models competitionfuture of workgenerative aihuman behaviorhybrid worki heart radioinnovationinnovation economyinnovation speakerinternational keynote speakerinvestorkeynote presentationkeynote speakerknowledge workleadershipleadership bookleadership developmentleadership podcastmanagementmanagement podcastmanagement speakermanagement strategymanagement thinkingmarketingmarketing blogmarketing landscapemarketing podcastmarketing speakermarketing strategymediamedia innovationmedia landscapemitch joelmitchjoelmythos ai modelnew medianewsnon fiction booknorth american marketingomnichannel marketingopenaiprofessional speakersix pixelssix pixels groupsix pixels of separationsocial mediastartupstorytellingtalk radiotechnologytechnology speakertechnology trendsthe elias makos showthinkers onethinkersonethinking with mitch joelthought leadershiptransformationtransformation speakertrendstrends speaker

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