Sheeraz
234 posts

Sheeraz
@sheeraz
I help big companies actually make money from AI instead of just burning cash pretending to
Canada Katılım Haziran 2008
537 Takip Edilen88 Takipçiler

Power Restored: Outage due to An Unknown Cause in WHITBY affecting AJAX has been safely restored by our Elexicon Energy crews. elexiconenergy.com/outages: elexiconenergy.com/outages
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Sheeraz retweetledi

@ElexiconEnergy North East Ajax is out for 2 hours. I can’t even report an outage because I can’t get through phone lines and you can’t even go through their website. There’s no mention of this outage at all on the phone line or the map.
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AI vendors are betting their revenue growth on token consumption. There’s one problem with that bet: if there’s a single constant in corporate life, it’s an almost zealous commitment to cutting recurring cost.
Token-based pricing was a unilateral move by the providers. Enterprises didn’t ask for it — they inherited it, and now token consumption sits on the books as an ongoing OpEx line. Anything that looks like OpEx eventually attracts someone whose job is to shrink it.
So the question every enterprise will end up asking isn’t “which model is best.” It’s: what’s the cheapest way to complete this task?
Three options on the table:
•Human (labour cost)
•Frontier model (token cost)
•Open-source model, self-hosted (infrastructure cost)
My prediction: most enterprises route. The strongest open-source model handles the bulk of requests at a fixed infra cost, and only the highest-order tasks get sent to the expensive frontier models. The vendors are pricing for volume. The buyers are going to engineer the volume away.
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Sheeraz retweetledi

@theinformation I am highly skeptical that these model will matchup with frontier models. I predict this will not end well.
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Microsoft is preparing new homegrown AI models for coding, speech, transcription, reasoning and images. The push is aimed at reducing its reliance on OpenAI and Anthropic while giving developers cheaper options through Azure.
More details: thein.fo/4vh5VCK
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