Watching Roku’s AI channel is like eating from a trough
THE SO WHAT
Roku’s AI FAST experiment — an endless stream of auto-generated content — shows what happens when AI fills airtime without taste or curation. Media operators should treat AI as a tool for programming and personalization, not a replacement for editorial judgment, or risk burning audience trust quickly.
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Voice is no longer an authentication factor when $1.27 million can move on the back of a cloned WhatsApp note. If you run any high-value workflows over consumer messaging — family offices, VIP client services, internal approvals — you need out-of-band codewords and hard limits this week, not just awareness training.
Meta CTO says employees should use AI productivity gains to do more work — not take more time off
Meta is making the implicit explicit — AI gains are being reinvested into output, not work-time reduction. Expect similar cultural pressure elsewhere: if you’re rolling out AI tools, be deliberate about whether the value shows up as headcount avoidance, faster roadmaps, or burnout risk from quietly raised expectations.
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Applied AIThe next age of LLMs? Dev gets a small LLM running at 10 tokens a second locally on a $10 microcontroller
A 28.9M-parameter model running near 10 tok/s on a sub-$10 microcontroller — with most weights staying in flash — pushes “good enough” language intelligence into the bill-of-materials noise. Hardware teams building devices, sensors, and appliances should be scoping where on-device LLMs can replace cloud calls and unlock offline, low-latency features.