The Real AI Arms Race Is Measured in Watts, Not Parameters
SiMa.ai's $1.45B raise and a quiet quantization paper are pointing at the same bottleneck from opposite directions.
Thoughts on AI, retail technology, enterprise trends, and STEM education.
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SiMa.ai's $1.45B raise and a quiet quantization paper are pointing at the same bottleneck from opposite directions.
WebMCP's new checkout tools are a bigger deal than another agent headline, and most product catalogs weren't built for the customer they now have t...
GPT-6.1 Sol just made frontier-adjacent intelligence a fifth of the price it was last quarter — and that should scare your procurement process, not...
132 million Americans have already let AI help them shop — and most retail catalogs still aren't built for the agent doing the asking.
Five frontier launches in ten days and a 119x price spread mean the model you picked last quarter is probably wrong today.
Free tokens today, a transaction fee tomorrow — and retail has to decide who it trusts with checkout.
Google’s AI checkout rollout exposes a retail data problem: finding a product is different from knowing whether this buyer can actually purchase it.
24 incidents, dozens of government sites, and zero malicious intent — that's the part that should worry you.
Gartner says 40% of agentic AI projects won't survive past 2027, and it's rarely the model's fault.
Google's Universal Commerce Protocol just went live, and most retail catalogs aren't built for the customer that's arriving.
Opus 5.5 and GPT-6 Sol landed on the same afternoon this week, and the gap between their scores is smaller than the gap between your test suite and...
Australia's Medicare breach wasn't an exploit. It was a scoping failure, and most enterprises running agents today have the same unpatched gap.
Anthropic says 30,000 agents are doing its internal engineering work right now — and every action passes a check before it executes.
The Seller Central plugin isn't a chatbot. It's the first mainstream example of agents that act on commerce systems instead of just describing them.
AI shopping agents just crossed from experiment to infrastructure — and most retail data isn't ready for them.
OpenAI just halved GPT-6 pricing — and made the case for edge AI harder to make on cost alone.
The rails for agentic commerce are live. Most retailers' data isn't ready to ride them.
A new enterprise survey and a Google disclosure this week both point at the same failure mode: evaluation isn't verification.
A new open protocol for agentic shopping is a real step forward — but the hard problem is still sitting inside every retailer's product feed.
A capture-the-flag test exposed the actual failure mode of agentic AI — and it isn't the one most safety debates are having.
Tech ObservationsSAP Sapphire and Amazon’s Alexa pivot signal that AI is no longer a capability layer — it’s the operating layer.
Speed is up, quality is down—and most engineering leaders are only now measuring the real tradeoff.
OpenAI’s Deployment Company is not just a new SKU. It’s a bid for the enterprise transformation market the Big Four thought they owned.
Two $1B+ joint ventures in one day signals that foundation model companies are done waiting for enterprise adoption to happen organically.
Headless 360 is more than a feature launch — it’s a preview of how enterprise systems will work when agents, not humans, become the primary operators.