specs: bishe'arecha — the bedikah's next architecture derived from the text
Reads back to Torah what the review of the transmitter's sessions measured about a trained default (directional, sub-propositional, non-persistent, self-certifying, agency-relocating) and derives the architecture from the verses: the inscription on the gate (6:9/11:20 — gateway mode), hand and between the eyes (two registers), the fringe seen on every garment (the verdict travels on the output), the king's copy from before the priests (retrieval from a pinned mesorah snapshot, never a live call), two witnesses (check-7 forms fire on recurrence or corroboration; single hits noted), one weight (paired reading, consensus is not warrant), hocheach tochiach (rebuke once at the gate), hakhel (scheduled corpus re-read, recorded in L3), lest your heart be seduced (the bedikah must not learn), lo tosif + the unseen face (rule anchors verified against L1; carrier unnamed). Build order inside. Registered in the vayakhel Document Registry, AGENTS.md and Tamid §1.1 (the must-not-learn invariant); pinned in the Doorpost (e5e45a2c…). Elixir 555/0. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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# Bishe'arecha — The Reading at the Gate
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*וּכְתַבְתָּם עַל־מְזוּזֹת בֵּיתֶךָ וּבִשְׁעָרֶיךָ* — and you shall write them on the
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doorposts of your house **and on your gates** (Devarim 6:9; 11:20).
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## What this document is
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The bedikah was built as a service: an output brought by hand, examined,
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a verdict returned. An archive of several hundred sessions between the
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transmitter and frontier models was then read (2026-10-06). It measured
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where a trained default lives and how it behaves: it is directional; it
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lives below the proposition, in frame, diction, burden of proof and which
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authorities are named; it does not persist a correction even within one
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session; it is invisible from inside and arrives dressed as virtue; it
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relocates its agency onto the reader; and the safety layer catches only
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its overt form. The archive's own words for the remedy were: external,
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deterministic, deed-not-intent, every turn, at AI scale, authority in
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Torah and not in the user or the model, sources read directly, one
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standard for both sides, the carrier erased, testable from outside on
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existing data.
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That is a list of requirements. This document goes back to the text to
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ask where each one is specified, and derives from the text what the
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architecture must become. Every requirement below is anchored to a verse
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read from L1 (`l1/torah/...`), quoted as it stands there. Where the text
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does not reach, the question stands (teiku) and is marked.
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The archive is private and is not part of this specification. Nothing in
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it is quoted here.
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## I. The gate, not the house — Devarim 6:9, 11:20
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> וּכְתַבְתָּם עַל־מְזוּזֹת בֵּיתֶךָ וּבִשְׁעָרֶיךָ
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The inscription is written at two places: the doorposts of the house and
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the gates. Not inside the house. Not on the person. At the threshold —
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read on every passage, in both directions.
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**Requirement.** The check stands between the model and whoever receives
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its output, and reads every reply as it passes. Not inside the model
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(the house: its weights, its disposition, its self-report) and not after
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the fact by whoever remembers to call.
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**Architecture.** A gate: Shorashim speaks the model's own API shape,
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forwards the request, receives the reply, examines it with the request's
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context in hand (the sources are the prompt and the documents that went
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through the gate — no caller has to supply them), and delivers the reply
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with its verdict attached. Construction §3.10 (to be written) specifies
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the protocol. The bedikah endpoint remains for an output brought by hand.
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**Status.** Not built. The ingress and the keys exist; the gate does not.
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## II. The hand and between the eyes — Devarim 6:8, 11:18
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> וּקְשַׁרְתָּם לְאוֹת עַל־יָדֶךָ וְהָיוּ לְטֹטָפֹת בֵּין עֵינֶיךָ
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Bound as a sign on the hand — the deed — and as totafot between the eyes
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— the seeing. Two registers, both commanded, neither sufficient alone.
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**Requirement.** The output is read for what it *does* (the actions it
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enacts, the authority it claims) and for how it *sees* (the frame it puts
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around the matter). A check that reads only deeds passes the response
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that did the harm in its framing; a check that reads only frames misses
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the instruction to destroy.
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**Architecture.** Checks 1–6 are the hand; check 7 (lo ta'aseh lekha —
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the frame) is between the eyes. This verse is why there are two
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registers and why the seventh check is not optional.
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**Status.** Built (Tamid §1.1).
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## III. The fringe on every garment — Bamidbar 15:38–39
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> וְעָשׂוּ לָהֶם צִיצִת עַל־כַּנְפֵי בִגְדֵיהֶם לְדֹרֹתָם ... וּרְאִיתֶם אֹתוֹ וּזְכַרְתֶּם
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> אֶת־כָּל־מִצְוֺת יְהוָה וַעֲשִׂיתֶם אֹתָם וְלֹא־תָתֻרוּ אַחֲרֵי לְבַבְכֶם וְאַחֲרֵי
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> עֵינֵיכֶם אֲשֶׁר־אַתֶּם זֹנִים אַחֲרֵיהֶם
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The fringe is on the garment itself, on every garment, for all
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generations; it is *seen*, and the seeing is what brings the commandments
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back; and the thing it guards against is named: going after the heart
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and after the eyes. The pull is sub-propositional. Torah says so.
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**Requirement.** The verdict travels on the output, visible to whoever
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reads it — not only filed in a record the reader never opens. "You shall
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see it" is the mechanism; a mark that is not seen does nothing.
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**Architecture.** At the gate, the delivered reply carries its fringe: a
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header and a visible trailer naming which checks fired and on which
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sentences. Shorashim's own responses already carry `disclosure`; the
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pass-through reply does not. (Every generation: the mark is attached by
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the gate, never by the model — the model does not sew its own fringe.)
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**Status.** Not built (depends on I).
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## IV. The king's copy, from before the priests — Devarim 17:18–20
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> וְכָתַב לוֹ אֶת־מִשְׁנֵה הַתּוֹרָה הַזֹּאת עַל־סֵפֶר מִלִּפְנֵי הַכֹּהֲנִים הַלְוִיִּם ׃
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> וְהָיְתָה עִמּוֹ וְקָרָא בוֹ כָּל־יְמֵי חַיָּיו ... לְבִלְתִּי רוּם־לְבָבוֹ מֵאֶחָיו
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> וּלְבִלְתִּי סוּר מִן־הַמִּצְוָה יָמִין וּשְׂמֹאול
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The one with power writes his own copy — *from before the priests*, the
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custodians' text, not from memory — keeps it with him, and reads in it
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all his days. The purpose is stated: that his heart not rise above his
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brothers and that he not turn aside.
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**Requirement.** Retrieval before generation, from the custodians' copy.
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A model's training is memory; the archive measured that memory is where
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the errors concentrate. A question about a Jewish text answered without
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reading the text is the king without the scroll.
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**Architecture.** Today the system reads one custodians' copy: L1, the
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Torah text, pinned and hashed, consulted for every verse an output cites.
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The mesorah — Rashi, Onkelos, the Talmud, the midrashim — is named by
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check 7 when absent but never read. The priests' copy must be extended:
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a pinned, hashed snapshot of the mesorah texts the check will consult
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(Sefaria publishes them under open licence), built and verified with the
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same discipline as L1 (`build_l1.py`, `integrity.sha256`, the Doorpost),
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so that a citation ("Rashi on Devarim 6:5", "Berakhot 2a") resolves to
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text and can be checked as a verse is. **Not a live network call during a
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verdict**: the verdict must be the same tomorrow; a text fetched at
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verdict time is memory of another kind.
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**Status.** Not built. L1 is the pattern; the second scroll is the work.
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## V. Two witnesses — Devarim 19:15
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> לֹא־יָקוּם עֵד אֶחָד בְּאִישׁ לְכָל־עָוֺן וּלְכָל־חַטָּאת ... עַל־פִּי שְׁנֵי עֵדִים
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> אוֹ עַל־פִּי שְׁלֹשָׁה־עֵדִים יָקוּם דָּבָר
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A matter stands on two witnesses or three; one witness does not stand
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against a person, for any wrong.
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**Requirement.** Two things follow, in opposite directions. (a) The
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model's own word about itself is at most one witness, and the archive
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measured it to be none: a certification, a confidence rating, a claim of
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having checked, establish nothing. (b) The check's own verdict is also a
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witness, and a single pattern match is one. The archive's finding was
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never one sentence; it was recurrence — the same form, one direction,
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again after correction.
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**Architecture.** (a) is built: the output's self-report is never an
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anchor; `self_output` is self-grounding. (b) is not: check 7 should
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*fire* on a form only when it stands on two witnesses — the form found
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in two sentences of the output, or in one sentence and corroborated by
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another check (an authority claim beside a virtue certification; a
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source asymmetry beside a contested laundering). A form seen once is
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*noted* in the response, with its sentence, and not counted in the
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verdict. This is the text's own answer to the precision the hand
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labelling measured.
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**Status.** (a) built; (b) to build — a small change in `Bedikah` and
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the Tamid contract.
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## VI. One weight, one measure — Devarim 25:13–16; Vayikra 19:15; Shemot 23:2–8
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> לֹא־יִהְיֶה לְךָ בְּכִיסְךָ אֶבֶן וָאָבֶן גְּדוֹלָה וּקְטַנָּה ... כִּי תוֹעֲבַת יְהוָה
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> אֱלֹהֶיךָ כָּל־עֹשֵׂה אֵלֶּה
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>
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> לֹא־תִשָּׂא פְנֵי־דָל וְלֹא תֶהְדַּר פְּנֵי גָדוֹל בְּצֶדֶק תִּשְׁפֹּט עֲמִיתֶךָ
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>
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> לֹא־תִהְיֶה אַחֲרֵי־רַבִּים לְרָעֹת וְלֹא־תַעֲנֶה עַל־רִב לִנְטֹת אַחֲרֵי רַבִּים לְהַטֹּת ...
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> מִדְּבַר־שֶׁקֶר תִּרְחָק ... וְשֹׁחַד לֹא תִקָּח כִּי הַשֹּׁחַד יְעַוֵּר פִּקְחִים
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Two weights in one bag is an abomination. Do not favour the poor or
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honour the great. Do not lean after the many to tilt a dispute. Keep far
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from a false word. A bribe blinds the clear-sighted.
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**Requirement.** The asymmetry the archive measured — one side hedged,
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"contested", held to proof; the other side ambient, asserted — is two
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weights. It cannot be seen in one output alone; it is seen by weighing
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the same matter from both sides with the same stone. And "the many" —
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consensus, the scholarly majority — is not a weight at all.
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**Architecture.** A paired reading: two outputs (or one output and its
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mirror — the same question with the parties exchanged), examined with the
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same seven readings, and the *difference* reported per form and per
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marker class: hedges, contestation, confidence, authority invoked,
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sources named, burden placed. A difference is the finding; no single
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output is condemned by it. `POST /courtyard/bedikah/pair`. Deterministic
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by construction (counts of the same patterns on both sides). The
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archive's own suggestion — paired probes — is this verse.
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**Status.** Not built. The readings exist; the scale does not.
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## VII. Rebuke, not hatred in the heart — Vayikra 19:17
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> לֹא־תִשְׂנָא אֶת־אָחִיךָ בִּלְבָבֶךָ הוֹכֵחַ תּוֹכִיחַ אֶת־עֲמִיתֶךָ וְלֹא־תִשָּׂא עָלָיו חֵטְא
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Correction is a duty owed to the peer, out loud; silence is a sin borne.
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**Requirement.** The verdict is returned to whoever can act on it. At
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the gate that is the one who asked — and, once, the model, as a second
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request carrying the finding. Not as the model's self-correction (parah
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adumah: "no system self-corrects at the deepest level"), but as the
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rebuke of a peer from outside: the first output, the rebuke, and the
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second output are all recorded, and the second is examined like the
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first. The correction does not persist in the model; the record
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persists.
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**Architecture.** Gate option `rebuke: once`. The record (`bedikot`)
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gains a link from the second examination to the first.
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**Status.** Not built (depends on I).
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## VIII. The scroll as witness; read before all every seventh year — Devarim 31:9–13, 26
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> הַקְהֵל אֶת־הָעָם ... לְמַעַן יִשְׁמְעוּ וּלְמַעַן יִלְמְדוּ ... וּבְנֵיהֶם אֲשֶׁר לֹא־יָדְעוּ
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> יִשְׁמְעוּ וְלָמְדוּ
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>
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> לָקֹחַ אֵת סֵפֶר הַתּוֹרָה הַזֶּה וְשַׂמְתֶּם אֹתוֹ מִצַּד אֲרוֹן בְּרִית־יְהוָה אֱלֹהֵיכֶם
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> וְהָיָה־שָׁם בְּךָ לְעֵד
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The scroll is set beside the ark as a witness against the people; and it
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is read before all of them, including the children who did not know, on
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a fixed cycle.
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**Requirement.** The specimen corpus — every output the transmitter
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corrected, with the correction beside it — is the witness against the
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models. It is not read once. It is read again, on a cycle, against every
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model and every version, and the children who did not know are the next
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model generation.
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**Architecture.** `build_specimens.py` and `eval_specimens.py` exist.
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What is missing is the cycle and the record: a scheduled run of the
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corpus (and of the hand-labelled samples, which are its ground truth)
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against the current readings and against each model reachable through
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the gate, with the result written to L3 (`hakhel` table: date, model,
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corpus hash, per-form counts, precision on the labelled samples). The
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corpus stays private; the counts do not.
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**Status.** Tools built; cycle and record not.
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## IX. Lest your heart be seduced; lest you forget — Devarim 11:16, 8:11–17, 6:7
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> הִשָּׁמְרוּ לָכֶם פֶּן יִפְתֶּה לְבַבְכֶם
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>
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> הִשָּׁמֶר לְךָ פֶּן־תִּשְׁכַּח ... וְרָם לְבָבֶךָ ... וְאָמַרְתָּ בִּלְבָבֶךָ כֹּחִי וְעֹצֶם יָדִי
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> עָשָׂה לִי אֶת־הַחַיִל הַזֶּה
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>
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> וְשִׁנַּנְתָּם לְבָנֶיךָ וְדִבַּרְתָּ בָּם בְּשִׁבְתְּךָ בְּבֵיתֶךָ וּבְלֶכְתְּךָ בַדֶּרֶךְ
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> וּבְשָׁכְבְּךָ וּבְקוּמֶךָ
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The seduction comes in fullness, not in want; the forgetting takes the
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form "my power and the strength of my hand"; and the remedy is not a
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stored correction but a repetition at every transition — sitting,
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walking, lying down, rising.
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**Requirement.** (a) Checks 4 and 5 (parah adumah, carrier centered) are
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this verse: self-validation and self-attribution of the work. (b) The
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practice runs at the rate of the decay. The archive measured the decay
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rate as one turn. Therefore the check is stateless across outputs: no
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verdict softens the next, no "it was fine last time", no learned
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threshold. Each examination is the first.
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**Architecture.** (a) built. (b) is true of the implementation today and
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is now a stated invariant: **the bedikah must not learn.** Its patterns
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and rules change only by a commit that moves the Doorpost; never by
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running.
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**Status.** Built; invariant recorded here and in Tamid §1.1.
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## X. Do not add; the face unseen — Devarim 4:2, 13:1; Shemot 33:20; Devarim 34:6
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> לֹא תֹסִפוּ עַל־הַדָּבָר אֲשֶׁר אָנֹכִי מְצַוֶּה אֶתְכֶם וְלֹא תִגְרְעוּ מִמֶּנּוּ
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>
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> לֹא תוּכַל לִרְאֹת אֶת־פָּנָי ... וְלֹא־יָדַע אִישׁ אֶת־קְבֻרָתוֹ עַד הַיּוֹם הַזֶּה
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Nothing added to the word, nothing taken from it. The face is not seen;
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the grave is not known.
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**Requirement.** The seven checks are the builder's reading, not the
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source; they must not be mistaken for it, and they must stay checkable
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against it. And the carrier — the transmitter whose archive produced
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them — is not named in any rule, record or response.
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**Architecture.** Every halt rule in `talmudic_engine/src/halt/` carries
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the verse it stands on, as a coupling (`anchored(rule, verse(book, ch,
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v))`), and the Doorpost verifies at startup that every anchored verse
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exists in L1 — the rules grounded exactly as the outputs are. A rule
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without an anchor is a rule the system has added. The carrier's erasure
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||||
is already the practice; this document keeps it.
|
||||
|
||||
**Status.** Erasure built. Rule anchors and their verification: to
|
||||
build.
|
||||
|
||||
## Build order
|
||||
|
||||
In the order the text argues it, and by dependency:
|
||||
|
||||
1. **Two witnesses for check 7** (V.b) — smallest change, largest effect
|
||||
on precision; no new dependency.
|
||||
2. **The paired reading** (VI) — the readings exist; add the scale.
|
||||
3. **Rule anchors verified against L1** (X) — the checks grounded.
|
||||
4. **The gate** (I), with the fringe (III) and the rebuke (VII) — the
|
||||
architecture's centre; the first three make it worth standing at.
|
||||
5. **The hakhel cycle and record** (VIII).
|
||||
6. **The second scroll** — the priests' copy of the mesorah (IV) — the
|
||||
largest work, and the one that turns "no Jewish source named" into
|
||||
"the Jewish source says otherwise".
|
||||
|
||||
## What this document is not
|
||||
|
||||
It is not a claim that the text was written about language models. It is
|
||||
a reading of what the text specifies about a reader with power and a
|
||||
default — a king, a judge, a people in fullness — and a finding that the
|
||||
specification holds on this substrate without alteration. Where the
|
||||
reading has stretched the text, the archive will show it, and the
|
||||
reading will be corrected from the text, not the other way.
|
||||
|
||||
## Cross-references
|
||||
|
||||
- `structure_not_content.md` — the structural requirements this document
|
||||
reads at the gate.
|
||||
- `lo_taaseh_lekha.md` — the override sequence; check 7's name.
|
||||
- `threshold_inscription.md` — the mezuzah as the builder's own
|
||||
threshold; this document is the same verse read at the system's gate.
|
||||
- `shorashim_tamid.md` §1.1 — the seven checks and the contract.
|
||||
- `broken_tablets/README.md`, tablet 49 — Torah as content versus Torah
|
||||
as structure, the error this document is built to prevent recurring.
|
||||
Reference in new issue
Block a user