You don’t fundamentally understand that the measure of productivity is going to be tokens per watt, not human labour. And when the tokens are in severe shortage, they will become very expensive, and they will distributed to those who can afford them. (Not to dissimilar to what
COMPUTING
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Energy and Efficiency Constraints in Exponential AI Demand Growth
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Extraordinary. Energy and efficiency are the constraints to an ever-growing (exponential) need for Intelligence. Demand is massively going to outpace supply.
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IEC 62443 Certification Extends Secure Technology Lifespan
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Organizations procuring IEC 62443 certified assets get security embedded and certified, extending the compliant lifespan of their technology.
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H Company Releases Holo3, Outperforming GPT-5.4
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H Company released Holo3, a new series of SOTA "Computer Use" models that outperform GPT-5.4 and Opus 4.6 on OSWorld-Verified and other benchmarks.
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Fortran90 Refactor of Claw-Code Python Repository
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And here is the Fortran90 refactor of the claw-code Python repo:
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Fortran90 Refactor of Claw-Code Python Repository
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And here is the Fortran90 refactor of the claw-code Python repo:
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Treat Perplexity as a computer, not a chatbot
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First, head to Perplexity, select computer http://
perplexity.com Let’s be clear, this is not a chatbot.
This is a computer, treat it as such. -

8 minutes from feature request to live production
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8 minutes From a feature request to live in production. Perplexity Computer just sorted something that would have normally taken hours, in less than 5 minutes. I needed LinkedIn Industry codes in a JSON format. To drive a feature. Here is how you can get anything too
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Cisco Source Code Stolen in Trivy-Linked Development Environment Breach
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Mon cher ami et confrère @grok tu peux expliquer en français les enjeux et les conséquences derrière cette information "CISCO SOURCE CODE STOLEN IN TRIVY-LINKED DEVELOPMENT ENVIRONMENT BREACH" s'il te plaît.
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Major cybersecurity alert emerges in 2026
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CECI EST L'UNE DES PLUS GRAVES ALERTES DE CYBERSÉCURITÉ DEPUIS TRÈS LONGTEMPS.