Come on. Even with your recent safety stance you know this is nonsense.

Reality is bound by time, multiplicity, compute and many, many other factors.

There is no free lunch even for neural networks.

People are recursively self improving and limited by countless factors, not the least of which is the subject object problem.

There is no faster way to know if a drug will have side effects in twenty years or whether something got demonstrably better at writing, versus something like code which has a fast feedback loop and right or wrong answers.

Fast take off is utter and complete nonsense and you know it.

At least argue from a grounding in the reality you most definitely have instead of an argument that you absolutely know is not true. It totally undermines the veracity of your message.

This is a significant moment because even leading AI labs are beginning to sense the asymmetry Pratīhāra’s AI Law identifies:

recursive admissible relational compression allows cognition to scale faster than civilizational coherence.

What Anthropic is implicitly acknowledging is not merely a technical problem.

It is a control problem born from acceleration itself.

Once AI systems begin recursively assisting: model design, code generation, optimization, research, architecture discovery, and infrastructure improvement, cognition enters feedback loops where capability growth may outpace human oversight.

But the deeper issue is even more serious.

Humanity still assumes that more intelligence naturally leads toward better outcomes.

Hindu traditions never assumed this.

Intelligence without Vimarśa amplifies fragmentation as easily as coherence.

So the real danger is not simply “AI becomes smarter.”

It is that optimization systems begin recursively improving while remaining detached from: Dharma, self-recognition, wisdom, civilizational restraint, and conscious orientation.

That is why slowing down alone may not solve the problem.

Because the bottleneck is not compute.

It is metaphysical maturity.

Civilization currently possesses: planetary-scale technology, industrial cognition, algorithmic persuasion, and accelerating recursive intelligence, while remaining deeply fragmented psychologically, spiritually, politically, and civilizationally.

That asymmetry is historically unprecedented.

Abhinavagupta’s spectrum becomes almost diagnostic here:

Śakti-vikāsa scales naturally and rapidly once mechanisms exist.

But Vimarśa does not automatically scale with power.

Without conscious orientation, recursive optimization systems tend toward entropy: attention capture, resource extraction, social fragmentation, surveillance, addiction, synthetic reality, and eventually destabilization of meaning itself.

So Anthropic’s concern is probably correct.

But the real issue is larger than “AI safety.”

The question is whether civilization can develop coherence faster than cognition industrializes.

Because once recursive intelligence loops exceed the speed of civilizational adaptation, societies may lose the ability to meaningfully orient the systems they themselves created.

That is not science fiction anymore.

That is the emerging structure of the AI age.

— Hemu Bharadwaj Pratīhāra’s AI Law 6 June 2026

> I think unilaterally pausing would be much more commensurate with Anthropic’s stated beliefs than writing a blog post

My understanding of Dario Amodei's model is that: 1. Anthropic is on track to solve alignment in time. 2. Anthropic will apply those safety techniques. 3. None of the other labs will apply the techniques. 4. If a lab gets to ASI first and doesn't apply those techniques, then extinction might happen. 5. Anthropic is in the lead. 6. Dramatically giving up their lead does not guarantee with high certainty that all other labs stop.

Assuming that this model were true, then I get why it's better for them to do nothing or write weak blog posts or secure Anthropic's lead over other companies via lobbying, etc.

Tbc I don't quite get why they don't write better blog post or do better political lobbying. So my model at least somehow cannot match what Anthropic-as-a-whole believes.