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Matt Van Horn
@mvanhorn
Co-founded June (โ€œself-driving oven,โ€ acquired by @webergrills) & co that became @Lyft. Building again, more soon. OS: @slashlast30days 47kโ˜… @ppressdev 5.4kโ˜…
Joined May 2007
4.9K Following    37.6K Followers
TL;DR of my new article: Fable 5 and GPT-5.6 have finally been live at the same time for 7 days. I ran @slashlast30days on both 20+ times and collated what actually stuck. Both labs shipped a prompting guide the same week, and they agree: you're over-prompting. ๐ŸŽฏ Goal, not steps. "Fable 5 degrades when you over-instruct it." Outcome, context, bounds, what done looks like. Then get out of the way โœ‚๏ธ Say everything exactly once. OpenAI's own evals: deleting redundant instructions = 10-15% better scores, 41-66% fewer tokens, 33-67% cheaper ๐Ÿช† "Fable 5 orchestrates, cheap models execute" - 96% of the performance at 46% of the cost. 1,246 upvotes, loudest signal of the window ๐ŸฅŠ Run them as rivals: both get the same goal at xhigh, the winner's design ships, the loser tears it apart at checkpoints (302 upvotes) ๐Ÿ’ธ Route by dollars-per-task. "Terra tying with fable at 1/4 the cost ๐Ÿ’€" (183 upvotes). Altman: 5.6 is 54% more token efficient ๐ŸŽš๏ธ The effort dial is a trap. High is the default for a reason. xhigh mostly buys you a bigger bill ๐Ÿ—’๏ธ Give it a notes file. One markdown file of lessons turns a goldfish into a colleague ๐Ÿงพ Make it audit every claim against a tool result. Anthropic says this nearly eliminated fabricated status reports ๐Ÿค Never ask Fable 5 to show its reasoning. It can trigger a refusal that silently falls you back to Opus 4.8 ๐ŸŽ›๏ธ Set text.verbosity once instead of typing "be concise" forever The pattern: your leverage moved out of the prompt and into the process. Routing, orchestration, verification. The model stopped being the bottleneck. You are the variable now.
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