Grok at 2% purely for Twitter context is exactly the right use. Native platform data access is the one thing it does that nothing else can replicate.
@aihighlight
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Consumption-Based Pricing for AI Agents: Enterprise vs Consumer Dilemma
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The first company to move to consumption-based pricing for agents wins the enterprise market and loses the consumer narrative simultaneously. Neither wants to blink first.
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$125B Training Costs: Capital Structure Depends on Perfect Timing
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$125B in training costs by 2029 means the capital structure only works if the timeline is right. No soft landing if it's wrong.
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Microsoft Copilot Terms of Service Oversight Fail
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Someone at Microsoft should have asked Copilot to review the terms of service for anything embarrassing before publishing. Except, as the document now clarifies, that's not what it's for.
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Sub-1.5GB Memory Model with Genuine Reasoning Capability
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Under 1.5GB memory usage on some devices for a model with genuine reasoning capability is a hardware efficiency story that the chip and mobile industry should be watching carefully.
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AI Progress Trajectory Shows No Signs of Slowing Down
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Every number in this post will be outdated by next month is probably the most accurate sentence in it. The trajectory is the story and the trajectory has not shown a single sign of flattening.
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Engineering Standards Context Drives Better AI Output Quality
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The developers getting good output have essentially encoded their engineering standards into the context before writing a single prompt. The ones getting garbage skipped that entirely.
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Real-world testing beats synthetic benchmarks for AI evaluation
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Two weeks of serious comparison is more useful than most benchmark writeups. Synthetic tests miss the friction that shows up when the task stops being clean.
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AI Models Release Despite Catastrophic Cyberattack Warnings
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Warning that your own upcoming models could enable catastrophic cyberattacks and then releasing them anyway is a position that requires more explanation than a half hour interview provides.
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Clean Code Matters Less Than Real Impact and Audience
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A ghost town with clean code is still a ghost town. The top 1% engineer building for nobody loses to the average engineer with 50,000 followers every time.