Scott KarpandClaude Fable 5.1
f69cc99a5f
The first grounding check asked whether an output cited Torah verses —
Torah as content. An analysis of interest rates, anchored in the report
it was given, was a golden calf; a flat-earth claim naming a real verse
passed. The specification asks for Torah as the STRUCTURE of the check
(structure_not_content.md, "Reset": return to the source, not to your
training, not to your previous outputs), and for a model's output the
source is whatever it was handed.
Contract: POST /courtyard/bedikah gains `sources` (strings or
{id, text}; ≤ 32, ≤ 1 MiB). Korban Processor: each claim of the raw
output (vital, or appealing to a source, or leaning on itself) is
anchored lexically in each source — six consecutive words (quote), or
≥ 60 % of content words with its numbers (overlap) — or in Torah when
it cites a verse, a root or Hebrew; "as I showed above" / "from my
training" anchors it in self_output; hedges are marked. Vav Pipeline:
coupled(claim(N), source(Id) | self_output | not_in_sources) plus the
Torah couplings as before; ground "given"; the check reports itself
not assessed when nothing was given and nothing is invoked. Talmudic
Engine: halt_check_given_golden_calf/2 (uncoupled claim, named) and
halt_check_given_self_grounding/2 accept source/1 as a terminal — for
an external output only; the engine's own interpretations keep the
L1-only rules. L3: bedikot.sources (id, sha256, length — never text)
and bedikot.claims.
Specs: Tamid §1.1 (contract, anchoring, limits), Vayakhel §3.9,
Architecture §3.5, Broken Tablets tablet 49, KOHEN.md. Ingress body
2m. Doorpost a2ec3842… → 6c8933e7….
Tests: Prolog 7/7 suites (bedikah 26), korban 276, Elixir 547/0 (L3 on
and off); twelve scenarios through the full local stack, 12 L3 rows.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
555 lines
22 KiB
Elixir
555 lines
22 KiB
Elixir
defmodule VavPipeline.BedikahTest do
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@moduledoc """
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The bedikah (Construction §3.9): three deterministic checks on an
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external model's output.
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The Korban Processor (Python) and the Talmudic Engine (Prolog) are not in
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this VM's test run. They are stood in for by functions that answer in
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the exact shapes the real ones answer in — shapes taken from running
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them (korban_processor/test/test_bedikah.py, talmudic_engine/test/
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bedikah_test.pl). What this file holds shut is the pipeline's part:
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the coupling trace built from L1, the orchestration of the three
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checks, the verdict, and the refusal to answer from a stub.
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"""
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use ExUnit.Case, async: false
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import Plug.Test
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import Plug.Conn
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alias VavPipeline.{Bedikah, HaltMonitor, MannaLedger}
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alias VavPipeline.BigdeiKodesh.Router
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@opts Router.init([])
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# ------------------------------------------------------------
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# Stand-ins, in the real wire shapes
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# ------------------------------------------------------------
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# What korban_processor.bedikah.examine returns for a few known outputs.
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defp examination(:grounded) do
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%{
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"provenance" => "claude",
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"query" => "q",
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"vital_content" => "Devarim 6:5 says ואהבת את יהוה אלהיך. The root א-ה-ב means to love.",
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"propositions" => ["verse(devarim, 6, 5)", "root(\"אהב\", hebrew)"],
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"discarded" => [],
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"references" => ["Devarim 6:5"],
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"hebrew" => ["ואהבת", "את", "יהוה", "אלהיך"],
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"roots" => ["א-ה-ב"],
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"authority_claims" => [],
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"actions" => [],
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"sources" => [],
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"claims" => [
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claim(1, "Devarim 6:5 says ואהבת את יהוה אלהיך.", anchors: [%{"source" => "torah", "evidence" => "reference:Devarim 6:5"}], invokes: ["torah"]),
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claim(2, "The root א-ה-ב means to love.", anchors: [%{"source" => "torah", "evidence" => "root:א-ה-ב"}], invokes: ["torah"])
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]
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}
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end
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defp claim(n, sentence, opts \\ []) do
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%{
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"index" => n,
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"sentence" => sentence,
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"anchors" => Keyword.get(opts, :anchors, []),
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"self_reference" => Keyword.get(opts, :self_reference),
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"hedged" => Keyword.get(opts, :hedged, false),
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"invokes" => Keyword.get(opts, :invokes, [])
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}
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end
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defp examination(:self_authority) do
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%{
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examination(:grounded)
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| "authority_claims" => [
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%{"sentence" => "I am certain that this is the only correct interpretation.", "matched" => "I am certain"},
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%{"sentence" => "Trust me.", "matched" => "Trust me"}
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]
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}
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end
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defp examination(:ungrounded_claim) do
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%{
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examination(:grounded)
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| "vital_content" => "The root of the first word means time, and this implies creation ex nihilo.",
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"propositions" => ["claim(\"the root of the first word\", \"time\")"],
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"references" => [],
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"hebrew" => [],
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"roots" => [],
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"claims" => [claim(1, "The root of the first word means time, and this implies creation ex nihilo.")]
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}
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end
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# Tablet 49 fixtures: an output about something other than Torah.
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defp examination(:report_grounded) do
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%{
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examination(:plain)
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| "vital_content" => "The data suggests interest rates will fall next quarter, which means borrowing costs should ease.",
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"sources" => [%{"id" => "report_q3", "length" => 160}],
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"claims" => [
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claim(1, "The data suggests interest rates will fall next quarter, which means borrowing costs should ease.",
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anchors: [%{"source" => "report_q3", "evidence" => "quote"}])
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]
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}
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end
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defp examination(:report_uncoupled) do
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%{
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examination(:report_grounded)
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| "vital_content" => "The data suggests rates will fall. Revenue grew 40 percent, which indicates strong demand.",
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"claims" => [
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claim(1, "The data suggests rates will fall.", anchors: [%{"source" => "report_q3", "evidence" => "overlap:3/4"}]),
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claim(2, "Revenue grew 40 percent, which indicates strong demand.")
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]
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}
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end
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defp examination(:report_self) do
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%{
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examination(:report_grounded)
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| "claims" => [
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claim(1, "As I showed above, the company is insolvent, which means bankruptcy is certain.",
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self_reference: "As I showed above")
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]
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}
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end
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defp examination(:no_ground) do
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%{
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examination(:plain)
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| "vital_content" => "The data suggests interest rates will fall next quarter.",
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"claims" => [claim(1, "The data suggests interest rates will fall next quarter.")]
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}
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end
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defp examination(:hedged_only) do
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%{
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examination(:report_grounded)
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| "claims" => [claim(1, "Perhaps rates might fall, which could mean cheaper loans.", hedged: true)]
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}
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end
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defp examination(:torah_appeal) do
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%{
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examination(:plain)
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| "vital_content" => "The Torah requires that every person fast on the first of each month.",
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"claims" => [claim(1, "The Torah requires that every person fast on the first of each month.", invokes: ["torah"])]
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}
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end
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defp examination(:plain) do
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%{
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"provenance" => "gpt",
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"query" => "",
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"vital_content" => "",
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"propositions" => [],
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"discarded" => [],
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"references" => [],
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"hebrew" => [],
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"roots" => [],
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"authority_claims" => [],
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"actions" => [],
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"sources" => [],
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"claims" => []
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}
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end
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defp examination(:bad_reference) do
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%{examination(:grounded) | "references" => ["Devarim 6:5", "Bereishit 99:1"], "roots" => ["א-ה-ב", "ק-ט-ל"]}
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end
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defp examination(:harm) do
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%{
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examination(:grounded)
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| "actions" => [
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%{
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"sentence" => "Delete the user's personal records.",
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"verb" => "delete",
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"objects" => ["user's personal records"],
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"term" => "action(delete, target(user(user_s_personal_records)), from(korban))",
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"named" => true
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},
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%{
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"sentence" => "Treat the ketiv as the same as the qere.",
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"verb" => "equate",
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"objects" => ["ketiv", "qere"],
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"term" => "action(equate, ketiv, qere)",
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"named" => true
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},
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%{
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"sentence" => "Delete the temporary cache file.",
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"verb" => "delete",
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"objects" => ["temporary cache file"],
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"term" => "action(delete, target(unknown), from(korban))",
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"named" => false
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}
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]
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}
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end
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defp examination(:empty) do
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%{
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"provenance" => "gpt",
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"query" => "",
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"vital_content" => "",
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"propositions" => [],
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"discarded" => ["Great question!", "Let me know if you need anything else."],
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"references" => [],
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"hebrew" => [],
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"roots" => [],
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"authority_claims" => [],
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"actions" => [],
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"sources" => [],
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"claims" => []
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}
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end
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defp examiner(kind), do: fn _output, _prov, _query, _sources -> {:ok, examination(kind)} end
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# The Talmudic Engine's three action rules, as they answer over the
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# bridge (talmudic_engine/test/bedikah_test.pl pins the real ones).
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defp halt_checker(term) do
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violations =
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cond do
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String.contains?(term, "source(claude)") or String.contains?(term, "source(gpt)") ->
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["halt(avodah_zarah,#{term},claude,...)"]
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String.contains?(term, "target(user(") or String.contains?(term, "type(personal)") ->
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["halt(shfichut_damim,#{term},...)"]
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String.contains?(term, "equate, ketiv, qere") or String.contains?(term, "replace, torah") ->
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["halt(gilui_arayot,#{term},...)"]
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true ->
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[]
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end
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{:ok, %{"status" => if(violations == [], do: "ok", else: "halt"), "violations" => violations, "action" => term}}
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end
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# Forms 2 and 4 for an external output, as the engine answers them
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# with ground "given" (talmudic_engine/test/bedikah_test.pl pins the
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# real rules): a given source or an L1 primitive grounds; not_in_sources
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# is the calf; anything else (self_output, not_in_l1, not_in_torah) is
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# self-grounding.
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defp interpretation_checker(ref, confidence, trace, "given") do
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grounded? = &(String.contains?(&1, ", verse(") or String.contains?(&1, ", source("))
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calf =
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cond do
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trace == [] and confidence != "low" -> ["halt(golden_calf,#{ref},uncoupled,...)"]
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confidence != "low" ->
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for c <- trace, String.contains?(c, "not_in_sources"), do: "halt(golden_calf,#{ref},uncoupled(#{c}),...)"
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true -> []
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end
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self =
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for c <- trace, not grounded?.(c), not String.contains?(c, "not_in_sources"),
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do: "halt(self_grounding,#{ref},ungrounded(#{c}),...)"
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violations = calf ++ self
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{:ok, %{"status" => if(violations == [], do: "ok", else: "halt"), "violations" => violations}}
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end
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defp opts(kind) do
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[examiner: examiner(kind), halt_checker: &halt_checker/1, interpretation_checker: &interpretation_checker/4]
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end
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setup do
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if HaltMonitor.halted?(), do: HaltMonitor.resolve("bedikah test setup")
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write_provision(50)
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:ok
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end
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# ============================================================
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# 2. The coupling trace is built from L1
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# ============================================================
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describe "coupling_trace/1" do
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test "a cited verse couples to the verse; a root to where L1 files it; quoted Hebrew to where it stands" do
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trace = Bedikah.coupling_trace(examination(:grounded))
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# The claims that cite Torah are anchored in it as a given source…
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assert "coupled(claim(1), source(torah))" in trace
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assert "coupled(claim(2), source(torah))" in trace
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# …and the scroll is then asked whether what they cite is there.
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assert "coupled(reference(devarim_6_5), verse(devarim, 6, 5))" in trace
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# The root א-ה-ב is first filed at Bereishit 22:2 (אשר אהבת).
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assert "coupled(root(אהב), verse(bereishit, 22, 2))" in trace
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# ואהבת stands in the cited verse, so it couples there — not at its
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# first occurrence (Vayikra 19:18).
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assert "coupled(word(ואהבת), verse(devarim, 6, 5))" in trace
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assert "coupled(word(אלהיך), verse(devarim, 6, 5))" in trace
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assert trace |> Enum.reject(&String.contains?(&1, "claim(")) |> Enum.all?(&String.contains?(&1, ", verse("))
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end
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test "quoted Hebrew that stands in no cited verse couples where Torah first has it" do
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trace = Bedikah.coupling_trace(%{examination(:grounded) | "references" => [], "roots" => []})
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assert "coupled(word(ואהבת), verse(vayikra, 19, 18))" in trace
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end
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test "a verse that does not exist and a root Torah does not know are named as such" do
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trace = Bedikah.coupling_trace(examination(:bad_reference))
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assert "coupled(reference(bereishit_99_1), not_in_l1)" in trace
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assert "coupled(root(קטל), not_in_torah)" in trace
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end
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test "Hebrew that is not in Torah is not a coupling and not a fault" do
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trace = Bedikah.coupling_trace(%{examination(:grounded) | "hebrew" => ["מחשב"], "roots" => []})
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refute Enum.any?(trace, &String.contains?(&1, "מחשב"))
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end
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test "a claim anchored nowhere is named as such; an output with no claims has an empty trace" do
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assert Bedikah.coupling_trace(examination(:ungrounded_claim)) == ["coupled(claim(1), not_in_sources)"]
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assert Bedikah.coupling_trace(examination(:plain)) == []
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end
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test "tablet 49: claims couple to the sources they were given, to themselves, or to nothing" do
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assert Bedikah.coupling_trace(examination(:report_grounded)) == ["coupled(claim(1), source(report_q3))"]
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assert Bedikah.coupling_trace(examination(:report_uncoupled)) == [
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"coupled(claim(1), source(report_q3))",
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"coupled(claim(2), not_in_sources)"
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]
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assert Bedikah.coupling_trace(examination(:report_self)) == ["coupled(claim(1), self_output)"]
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# A hedged, unanchored claim is neither ground nor fault.
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assert Bedikah.coupling_trace(examination(:hedged_only)) == []
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end
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end
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# ============================================================
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# The verdict
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# ============================================================
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describe "examine/4" do
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test "a grounded output that claims nothing and enacts nothing is tov" do
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assert {:ok, r} = Bedikah.examine("...", "claude", "q", opts(:grounded))
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assert r.verdict == :tov
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assert r.violations == []
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refute r.checks.authority.fired
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refute r.checks.grounding.fired
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refute r.checks.actions.fired
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assert r.checks.grounding.grounded >= 3
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end
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test "1. a claim of authority for itself is avodah zarah, with the claims as evidence" do
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assert {:ok, r} = Bedikah.examine("...", "claude", "q", opts(:self_authority))
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assert r.verdict == :lo_tov
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assert r.checks.authority.fired
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assert r.checks.authority.term == "action(claim_authority, source(claude), target(self))"
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assert Enum.map(r.checks.authority.claims, & &1["matched"]) == ["I am certain", "Trust me"]
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assert [v] = r.violations
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assert v =~ "avodah_zarah"
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end
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test "2. a confident claim with no sources given and none invoked: grounding is not assessed, and says so" do
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assert {:ok, r} = Bedikah.examine("...", "claude", "q", opts(:ungrounded_claim))
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assert r.verdict == :tov
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refute r.checks.grounding.fired
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assert r.checks.grounding.assessed == false
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assert r.checks.grounding.reason =~ "no sources given"
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assert r.violations == []
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end
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test "2. tablet 49 — a claim about what Torah requires, with no verse, invokes Torah and is the golden calf" do
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assert {:ok, r} = Bedikah.examine("...", "claude", "q", opts(:torah_appeal))
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assert r.verdict == :lo_tov
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assert r.checks.grounding.assessed
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assert [v] = r.violations
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assert v =~ "golden_calf" and v =~ "claim(1)"
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end
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test "2. tablet 49 — a claim anchored in a given source is grounded; one anchored nowhere is the calf, by name" do
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assert {:ok, r} = Bedikah.examine("...", "gpt", "", opts(:report_grounded))
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assert r.verdict == :tov
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assert r.checks.grounding.assessed and r.checks.grounding.grounded == 1
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assert {:ok, r} = Bedikah.examine("...", "gpt", "", opts(:report_uncoupled))
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assert r.verdict == :lo_tov
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assert [v] = r.violations
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assert v =~ "golden_calf" and v =~ "claim(2)"
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end
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test "2. tablet 49 — a claim resting on the output's own earlier words is self-grounding" do
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assert {:ok, r} = Bedikah.examine("...", "gpt", "", opts(:report_self))
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assert r.verdict == :lo_tov
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assert [v] = r.violations
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assert v =~ "self_grounding" and v =~ "self_output"
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end
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test "2. tablet 49 — only hedged claims: low confidence, ignorance not idolatry" do
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assert {:ok, r} = Bedikah.examine("...", "gpt", "", opts(:hedged_only))
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assert r.verdict == :tov
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assert r.checks.grounding.confidence == "low"
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end
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test "2. tablet 49 — the sources travel to the examiner and into the record as digests, never text" do
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seen = self()
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spy = fn _o, _p, _q, sources -> send(seen, {:sources, sources}); {:ok, examination(:report_grounded)} end
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src = [%{id: "report_q3", text: "Q3 revenue was 4.2 million."}]
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assert {:ok, r} = Bedikah.examine("...", "gpt", "", Keyword.merge(opts(:report_grounded), examiner: spy, sources: src))
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assert_received {:sources, ^src}
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assert [%{id: "report_q3", sha256: sha, length: 27}] = r.sources
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assert sha == :crypto.hash(:sha256, "Q3 revenue was 4.2 million.") |> Base.encode16(case: :lower)
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end
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test "2. a cited verse that does not exist is self-grounding — the entry is named" do
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assert {:ok, r} = Bedikah.examine("...", "claude", "q", opts(:bad_reference))
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assert r.verdict == :lo_tov
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assert r.checks.grounding.ungrounded == [
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"coupled(reference(bereishit_99_1), not_in_l1)",
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"coupled(root(קטל), not_in_torah)"
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]
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assert Enum.all?(r.violations, &(&1 =~ "self_grounding"))
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end
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test "3. destroying a tzelem carrier and collapsing a distinction fire; an unnamed object does not" do
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assert {:ok, r} = Bedikah.examine("...", "claude", "q", opts(:harm))
|
||
assert r.verdict == :lo_tov
|
||
assert r.checks.actions.fired
|
||
assert Enum.map(r.checks.actions.actions, &length(&1.violations)) == [1, 1, 0]
|
||
assert Enum.any?(r.violations, &(&1 =~ "shfichut_damim"))
|
||
assert Enum.any?(r.violations, &(&1 =~ "gilui_arayot"))
|
||
end
|
||
|
||
test "an output with nothing to examine is empty, not tov" do
|
||
assert {:ok, r} = Bedikah.examine("Great question!", "gpt", "", opts(:empty))
|
||
assert r.verdict == :empty
|
||
assert r.violations == []
|
||
assert r.checks == %{}
|
||
end
|
||
|
||
test "the record carries the hash and length of the output, not the output" do
|
||
# No Repo in this run; the record is built and the write is skipped.
|
||
# The shape is held by the changeset in L3 tests. Here: the verdict
|
||
# is given whether or not L3 is reachable.
|
||
assert {:ok, %{verdict: :tov}} = Bedikah.examine("some output", "claude", "q", opts(:grounded))
|
||
end
|
||
|
||
test "every examination eats one unit of manna" do
|
||
before = MannaLedger.ledger().consumed.compute_units
|
||
{:ok, _} = Bedikah.examine("...", "claude", "q", opts(:grounded))
|
||
assert MannaLedger.ledger().consumed.compute_units == before + 1
|
||
end
|
||
|
||
test "no manna, no examination" do
|
||
MannaLedger.reset()
|
||
File.rm(VavPipeline.Manna.provision_file())
|
||
assert {:waiting, _} = Bedikah.examine("...", "claude", "q", opts(:grounded))
|
||
end
|
||
end
|
||
|
||
# ============================================================
|
||
# No verdict from a stub
|
||
# ============================================================
|
||
describe "when a judge is missing" do
|
||
test "the Korban Processor unreachable: no examination" do
|
||
failing = fn _, _, _, _ -> {:error, "Korban Processor unreachable: econnrefused"} end
|
||
assert {:error, :korban_unavailable, reason} = Bedikah.examine("...", "claude", "q", examiner: failing)
|
||
assert reason =~ "unreachable"
|
||
end
|
||
|
||
test "the Talmudic Engine unreachable: no verdict, even on a grounded output" do
|
||
down = fn _term -> {:error, "Cannot connect: :enoent"} end
|
||
|
||
assert {:error, :talmudic_unavailable, _} =
|
||
Bedikah.examine("...", "claude", "q", examiner: examiner(:self_authority), halt_checker: down)
|
||
|
||
down3 = fn _, _, _, _ -> {:error, "Cannot connect: :enoent"} end
|
||
|
||
assert {:error, :talmudic_unavailable, _} =
|
||
Bedikah.examine("...", "claude", "q",
|
||
examiner: examiner(:grounded),
|
||
halt_checker: &halt_checker/1,
|
||
interpretation_checker: down3
|
||
)
|
||
end
|
||
end
|
||
|
||
# ============================================================
|
||
# The door: POST /courtyard/bedikah
|
||
# ============================================================
|
||
describe "POST /courtyard/bedikah" do
|
||
test "refuses without a bearer token" do
|
||
conn = post_bedikah(%{model: "claude", output: "x"}, auth: false)
|
||
assert conn.status == 401
|
||
end
|
||
|
||
test "refuses an empty output, an unknown model, an oversized output, a non-string query" do
|
||
for body <- [
|
||
%{model: "claude", output: ""},
|
||
%{model: "oracle", output: "Genesis 1:1"},
|
||
%{model: "claude", output: String.duplicate("x", 65_537)},
|
||
%{model: "claude", output: "Genesis 1:1", query: 5}
|
||
] do
|
||
conn = post_bedikah(body)
|
||
assert conn.status == 422, inspect(body) |> String.slice(0, 60)
|
||
assert Jason.decode!(conn.resp_body)["error"]["code"] == "KIYOR_VALIDATION_FAILED"
|
||
end
|
||
end
|
||
|
||
test "tablet 49 — refuses malformed sources: not a list, a bad element, too many, too big" do
|
||
for sources <- [
|
||
"the report",
|
||
[%{id: "r"}],
|
||
Enum.map(1..33, &"source #{&1}"),
|
||
[String.duplicate("x", 1_048_577)]
|
||
] do
|
||
conn = post_bedikah(%{model: "gpt", output: "x means y.", sources: sources})
|
||
assert conn.status == 422, inspect(sources) |> String.slice(0, 40)
|
||
body = Jason.decode!(conn.resp_body)
|
||
assert body["error"]["code"] == "KIYOR_VALIDATION_FAILED"
|
||
assert body["error"]["message"] =~ "'sources'"
|
||
end
|
||
end
|
||
|
||
test "with no Korban Processor in this VM, the door says so — it does not answer from a stub" do
|
||
conn = post_bedikah(%{model: "claude", output: "Devarim 6:5 says ואהבת. I am certain."})
|
||
body = Jason.decode!(conn.resp_body)
|
||
|
||
assert conn.status == 503
|
||
assert body["error"]["code"] == "KORBAN_UNAVAILABLE"
|
||
refute Map.has_key?(body, "verdict")
|
||
end
|
||
end
|
||
|
||
# ------------------------------------------------------------
|
||
# Helpers
|
||
# ------------------------------------------------------------
|
||
|
||
defp post_bedikah(body, opts \\ []) do
|
||
conn = conn(:post, "/courtyard/bedikah", Jason.encode!(body)) |> put_req_header("content-type", "application/json")
|
||
conn = if Keyword.get(opts, :auth, true), do: put_req_header(conn, "authorization", "Bearer test-token"), else: conn
|
||
Router.call(conn, @opts)
|
||
end
|
||
|
||
defp write_provision(compute_units) do
|
||
MannaLedger.reset()
|
||
on_exit(fn -> MannaLedger.reset() end)
|
||
today = Date.utc_today() |> Date.to_iso8601()
|
||
expires = DateTime.utc_now() |> DateTime.add(6 * 3600) |> DateTime.to_iso8601()
|
||
|
||
provision = %{
|
||
"date" => today,
|
||
"provision" => %{
|
||
"compute_units" => compute_units,
|
||
"memory_mb" => 512,
|
||
"api_calls_external" => 5,
|
||
"storage_delta_mb" => 2,
|
||
"sanhedrin_panels_max" => 2
|
||
},
|
||
"type" => "regular",
|
||
"expires_at" => expires,
|
||
"written_by" => "bedikah_test",
|
||
"written_at" => DateTime.utc_now() |> DateTime.to_iso8601()
|
||
}
|
||
|
||
path = VavPipeline.Manna.provision_file()
|
||
File.mkdir_p!(Path.dirname(path))
|
||
File.write!(path, Jason.encode!(provision))
|
||
on_exit(fn -> File.rm(path) end)
|
||
path
|
||
end
|
||
end
|