Episode details
The real annoying thing about Opus 4.6/Codex 5.3 is that it’s impossible to publicly say “Opus 4.5 (and the models that came after it) are an order of magnitude better than coding LLMs released just months before it” without sounding like an AI hype booster clickbaiting, but it’s the counterintuitive truth to my personal frustration. I have been trying to break this damn model by giving it complex tasks that would take me months to do by myself despite my coding pedigree but Opus and Codex keep doing them correctly. On Hacker News I was accused of said clickbaiting when making a similar statement with accusations of “I haven’t had success with Opus 4.5 so you must be lying.” The remedy to this skepticism is to provide more evidence in addition to greater checks and balances, but what can you do if people refuse to believe your evidence?
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Collaboration and linking strategy matter differently for AIO than for traditional SEO. While backlinks remain important for search engine rankings, AI citation rates appear more influenced by the quality and relevance of the connection than purely by link volume. Being cited by a highly authoritative source in your niche can boost AI visibility even if it provides only one link, while dozens of low-quality directory links might not impact AI citations at all.
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