embedder.heads_path is empty by default and deploy/mavend.json sets
it. A missing or broken weights file logs and leaves the heads nil,
because refusing to start over a routing accelerator would trade a
working box for a better one.
TestONNXRoutingHeads is the same cascade TestONNXBaseline scores with
one arm added, so the two are directly comparable. It also checks the
Go tokenizer against the Python one, since the heads were trained
through transformers and are read through a hand-written tokenizer: a
mismatch shows up here as a score below what Python measured on the
same weights, and nowhere else. That is how the reversed word pieces
were found.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
After "на 9" and then "на завтра" she asked "Сейчас 02:34. Это утра или
вечера?" twice, byte for byte. Asking again is right — the half of the
day is still unsaid — but a reply with no trace of his turn in it is
indistinguishable from not having been heard, which is the failure mode
the V-558 family exists to remove.
whenKnownOf reads the three things he has to say about the time off the
same predicates whenGapOf reads. When his answer moved any of them
forward, the ask carries an acknowledgement of what it took, in his own
words and never a restatement: a 1.7B asked to say a Russian sentence
back is exactly where V-592 came from. When it moved nothing, there is
nothing to acknowledge and the question repeats honestly.
The clock still opens every time question, per the owner's ruling. The
acknowledgement goes between it and the question. Whether she should
state the clock on every ask of one flow is his call, not mine.
Also folds a fact's raw answer into the parked utterance (V-592): a fact
fills no Text slot, so "запиши" + "пил воду" confirmed as "запиши".
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
His two asks and his two commits, plus the check that no trace anywhere ends
with a reminder firing at the current clock. The transcript row from V-561 keeps
his verbatim words and loses its skip: "на 9" is read now, and under the commit
rule it is a question rather than a reminder.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The parseable twin of the owner's transcript goes green and loses its skip: Rome
is answered, the question survives the side query on the same attempt, and the
answer after it completes the reminder he actually asked for.
His transcript verbatim stays skipped, and V-561 was never going to unskip it.
What is left there is the parser — StubDateTimeParser reads neither "на 9" nor
"на завтра", so the third turn lands as an answer that filled nothing. The skip
reason now names V-543 and V-562 instead of this task.
Two V-560 tests asserted the drop notice and now assert the suspend: nothing
says a request was let go, the reply ends with the resumed question, and the
parked question is still there on attempt 1 with what it was about intact.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Each carries the correct expectation and is skipped with the task that
will unskip it, because a weakened expectation would pin the bug as the
contract. MAVEN_DIALOGUE_NO_SKIP=1 runs them.
V-561: the owner's transcript, and the same shape in words the offline
date parser reads — a side query drops the parked question instead of
suspending it, so Rome is never answered and the reminder is never set.
V-560: a cancel is scored as a failed answer and spends a retry; clarify
pre-empts the repair marker, so no correction can be spoken mid-flow.
V-562: a stage-0 reminder never meets the extractor, so a reminder said
whole with its hour in it is still asked about; and finishClarified goes
straight to applyAction, so a repaired decision that lands short answers
with a parse error instead of asking.
Six whole traces through the real cascade with no model: a reminder and a
fact each completed over two turns, an answer that arrives past the TTL,
three unclear answers and the give-up line, a correction of the previous
turn, and an abandoned flow. Each asserts the reply, what is parked after
every turn, and the end state of the store.
claude