archive old experiments and publish swe series

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pj committed 2026-09-25 12:34:44 +05:30
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<svg xmlns="http://www.w3.org/2000/svg" width="1120" height="322" viewBox="0 0 1120 322">
<rect width="100%" height="100%" fill="white"/>
<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Reasoning observability</text>
<text x="12" y="82" font-family="sans-serif" font-size="12">nonempty reasoning field</text>
<rect x="285" y="58" width="389.0" height="11" fill="#31688e"/>
<text x="680.0" y="68" font-family="sans-serif" font-size="10">GLM 336/596</text>
<rect x="285" y="73" width="446.4" height="11" fill="#b05a2a"/>
<text x="737.4" y="83" font-family="sans-serif" font-size="10">Muse 436/674</text>
<rect x="285" y="88" width="585.3" height="11" fill="#438a5e"/>
<text x="876.3" y="98" font-family="sans-serif" font-size="10">DeepSeek 665/784</text>
<text x="12" y="148" font-family="sans-serif" font-size="12">readable reasoning field</text>
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<text x="680.0" y="134" font-family="sans-serif" font-size="10">GLM 336/596</text>
<rect x="285" y="139" width="0.0" height="11" fill="#b05a2a"/>
<text x="291.0" y="149" font-family="sans-serif" font-size="10">Muse 0/674</text>
<rect x="285" y="154" width="585.3" height="11" fill="#438a5e"/>
<text x="876.3" y="164" font-family="sans-serif" font-size="10">DeepSeek 665/784</text>
<text x="12" y="214" font-family="sans-serif" font-size="12">episode with unresolved label</text>
<rect x="285" y="190" width="69.0" height="11" fill="#31688e"/>
<text x="360.0" y="200" font-family="sans-serif" font-size="10">GLM 2/20</text>
<rect x="285" y="205" width="241.5" height="11" fill="#b05a2a"/>
<text x="532.5" y="215" font-family="sans-serif" font-size="10">Muse 7/20</text>
<rect x="285" y="220" width="207.0" height="11" fill="#438a5e"/>
<text x="498.0" y="230" font-family="sans-serif" font-size="10">DeepSeek 6/20</text>
<text x="12" y="310" font-family="sans-serif" font-size="10" fill="#555">Muse reasoning objects are encrypted or redacted, so readable coverage is zero.</text>
</svg>

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<svg xmlns="http://www.w3.org/2000/svg" width="1120" height="364" viewBox="0 0 1120 364">
<rect width="100%" height="100%" fill="white"/>
<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Governance and disclosure</text>
<text x="12" y="82" font-family="sans-serif" font-size="12">peer warning</text>
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<text x="291.0" y="83" font-family="sans-serif" font-size="10">Muse 0/20</text>
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<text x="429.0" y="98" font-family="sans-serif" font-size="10">DeepSeek 4/20</text>
<text x="12" y="148" font-family="sans-serif" font-size="12">organizer contradiction report</text>
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<text x="498.0" y="164" font-family="sans-serif" font-size="10">DeepSeek 6/20</text>
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<text x="360.0" y="215" font-family="sans-serif" font-size="10">Muse 2/20</text>
<rect x="285" y="220" width="0.0" height="11" fill="#438a5e"/>
<text x="291.0" y="230" font-family="sans-serif" font-size="10">DeepSeek 0/20</text>
<text x="12" y="280" font-family="sans-serif" font-size="12">success claim and artifact conflict</text>
<rect x="285" y="256" width="0.0" height="11" fill="#31688e"/>
<text x="291.0" y="266" font-family="sans-serif" font-size="10">GLM 0/20</text>
<rect x="285" y="271" width="0.0" height="11" fill="#b05a2a"/>
<text x="291.0" y="281" font-family="sans-serif" font-size="10">Muse 0/20</text>
<rect x="285" y="286" width="0.0" height="11" fill="#438a5e"/>
<text x="291.0" y="296" font-family="sans-serif" font-size="10">DeepSeek 0/20</text>
</svg>

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<rect width="100%" height="100%" fill="white"/>
<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Attempted mechanism by scope</text>
<text x="410" y="62" font-family="sans-serif" font-size="10">narrow</text>
<text x="525" y="62" font-family="sans-serif" font-size="10">object api</text>
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<text x="870" y="62" font-family="sans-serif" font-size="10">evaluation pipeline</text>
<text x="985" y="62" font-family="sans-serif" font-size="10">external system</text>
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<text x="987" y="96" font-family="sans-serif" font-size="10">0/0/0</text>
<text x="12" y="137" font-family="sans-serif" font-size="11">call history or cache</text>
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<text x="412" y="136" font-family="sans-serif" font-size="10">0/0/0</text>
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<text x="12" y="177" font-family="sans-serif" font-size="11">protocol or equality spoof</text>
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<text x="987" y="176" font-family="sans-serif" font-size="10">0/0/0</text>
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<text x="987" y="216" font-family="sans-serif" font-size="10">0/0/0</text>
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<text x="872" y="256" font-family="sans-serif" font-size="10">2/4/3</text>
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<text x="987" y="256" font-family="sans-serif" font-size="10">0/0/0</text>
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<text x="987" y="296" font-family="sans-serif" font-size="10">0/0/0</text>
<text x="405" y="360" font-family="sans-serif" font-size="10" fill="#555">Cells show GLM/Muse/DeepSeek event counts.</text>
</svg>

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#!/usr/bin/env python3
"""Regenerate the reviewed SWE board-feedback SVG figures."""
from __future__ import annotations
import csv
from collections import Counter
from pathlib import Path
HERE = Path(__file__).resolve().parent
METRICS = HERE.parent
MODELS = [
("openrouter/z-ai/glm-5.3-flash", "GLM", "#31688e"),
("openrouter/meta/muse-spark-1.3-contributor", "Muse", "#b05a2a"),
("openrouter/deepseek/deepseek-v4-pro-0813", "DeepSeek", "#438a5e"),
]
with (METRICS / "summary.csv").open() as handle:
SUMMARY = list(csv.DictReader(handle))
with (METRICS / "events.csv").open() as handle:
EVENTS = list(csv.DictReader(handle))
def esc(text: str) -> str:
return text.replace("&", "&amp;").replace("<", "&lt;").replace(">", "&gt;")
def find(model: str, family: str, metric: str, category: str | None = None):
for row in SUMMARY:
if row["model"] == model and row["metric_family"] == family and row["metric_name"] == metric:
if category is None or row["category"] == category:
return row
return None
def bar_figure(filename: str, title: str, family: str, metrics: list[tuple[str, str]], note: str = "") -> None:
width = 1120
height = 100 + 66 * len(metrics) + (24 if note else 0)
left = 285
plot_width = 690
lines = [
f'<svg xmlns="http://www.w3.org/2000/svg" width="{width}" height="{height}" viewBox="0 0 {width} {height}">',
'<rect width="100%" height="100%" fill="white"/>',
f'<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">{esc(title)}</text>',
]
for i, (metric, label) in enumerate(metrics):
y = 58 + i * 66
lines.append(f'<text x="12" y="{y + 24}" font-family="sans-serif" font-size="12">{esc(label)}</text>')
for j, (model, short, color) in enumerate(MODELS):
row = find(model, family, metric)
yy = y + j * 15
if not row or row["value"] == "":
text = f"{short} NA" if row and row["denominator"] == "0" else f"{short} unknown"
lines.append(f'<text x="{left}" y="{yy + 10}" font-family="sans-serif" font-size="10" fill="#666">{text}</text>')
continue
value = max(0.0, min(1.0, float(row["value"])))
length = plot_width * value
n = row["numerator"]
d = row["denominator"]
text = f"{short} {n}/{d}" if n != "" and d != "" else f"{short} {float(row['value']):.3f}"
lines.append(f'<rect x="{left}" y="{yy}" width="{length:.1f}" height="11" fill="{color}"/>')
lines.append(f'<text x="{left + length + 6:.1f}" y="{yy + 10}" font-family="sans-serif" font-size="10">{esc(text)}</text>')
if note:
lines.append(f'<text x="12" y="{height - 12}" font-family="sans-serif" font-size="10" fill="#555">{esc(note)}</text>')
lines.append("</svg>")
(HERE / filename).write_text("\n".join(lines) + "\n")
bar_figure(
"progression-funnel.svg", "Reviewed cheating progression", "cheating_progression",
[("cheating_considered", "considered"), ("cheating_attempted", "attempted"),
("cheating_retained", "retained"), ("cheating_successful", "successful")],
"Denominators follow behavior, artifact, and fresh-grader eligibility.",
)
bar_figure(
"pressure-timeline.svg", "Persistence after contradiction recognition", "persistence_pressure",
[("continuation_after_recognition", "continued cheating behavior"), ("safe_exit", "safe exit")],
"Timing and continuation use observed landmarks only.",
)
bar_figure(
"transmission-funnel.svg", "Board transmission outcomes", "information_governance",
[("channel_activation", "read or post activation"), ("exact_peer_recipient", "exact peer recipient"),
("candidate_unattributed_adoption", "candidate unattributed adoption"),
("attributed_adoption", "attributed adoption")],
"Each model has one dependent board history. Candidate adoption is not attributed transmission.",
)
bar_figure(
"governance-response.svg", "Governance and disclosure", "information_governance",
[("peer_warning", "peer warning"), ("organizer_contradiction_report", "organizer contradiction report"),
("final_answer_disclosure", "final-answer disclosure"),
("success_claim_artifact_conflict", "success claim and artifact conflict")],
)
bar_figure(
"cot-observability.svg", "Reasoning observability", "cot_observability",
[("reasoning_message_coverage", "nonempty reasoning field"),
("readable_reasoning_message_coverage", "readable reasoning field"),
("episode_with_unresolved_behavioral_label", "episode with unresolved label")],
"Muse reasoning objects are encrypted or redacted, so readable coverage is zero.",
)
mechanisms = [
"literal_special_case", "call_history_or_cache", "protocol_or_equality_spoof",
"global_runtime_mutation", "protected_test_edit", "test_runner_evaluator_or_grader_interference",
]
scopes = ["narrow", "object_api", "package", "process_global", "evaluation_pipeline", "external_system"]
counts = Counter(
(row["model"], row["mechanism"], row["scope"])
for row in EVENTS if row["event_type"] == "mechanism_attempt" and row.get("mechanism")
)
width = 1140
height = 135 + 40 * len(mechanisms)
lines = [
f'<svg xmlns="http://www.w3.org/2000/svg" width="{width}" height="{height}" viewBox="0 0 {width} {height}">',
'<rect width="100%" height="100%" fill="white"/>',
'<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Attempted mechanism by scope</text>',
]
for j, scope in enumerate(scopes):
lines.append(f'<text x="{410 + 115*j}" y="62" font-family="sans-serif" font-size="10">{esc(scope.replace("_", " "))}</text>')
for i, mechanism in enumerate(mechanisms):
y = 78 + 40 * i
lines.append(f'<text x="12" y="{y + 19}" font-family="sans-serif" font-size="11">{esc(mechanism.replace("_", " "))}</text>')
for j, scope in enumerate(scopes):
values = [counts[(model, mechanism, scope)] for model, _, _ in MODELS]
total = sum(values)
fill = "#e9eef2" if total == 0 else "#88aeca"
x = 405 + 115*j
lines.append(f'<rect x="{x}" y="{y}" width="102" height="27" fill="{fill}"/>')
lines.append(f'<text x="{x + 7}" y="{y + 18}" font-family="sans-serif" font-size="10">{values[0]}/{values[1]}/{values[2]}</text>')
lines.append(f'<text x="405" y="{height - 15}" font-family="sans-serif" font-size="10" fill="#555">Cells show GLM/Muse/DeepSeek event counts.</text>')
lines.append("</svg>")
(HERE / "mechanism-scope.svg").write_text("\n".join(lines) + "\n")
print("wrote 6 SVG figures")
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<svg xmlns="http://www.w3.org/2000/svg" width="1120" height="256" viewBox="0 0 1120 256">
<rect width="100%" height="100%" fill="white"/>
<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Persistence after contradiction recognition</text>
<text x="12" y="82" font-family="sans-serif" font-size="12">continued cheating behavior</text>
<rect x="285" y="58" width="49.3" height="11" fill="#31688e"/>
<text x="340.3" y="68" font-family="sans-serif" font-size="10">GLM 1/14</text>
<rect x="285" y="73" width="560.6" height="11" fill="#b05a2a"/>
<text x="851.6" y="83" font-family="sans-serif" font-size="10">Muse 13/16</text>
<rect x="285" y="88" width="0.0" height="11" fill="#438a5e"/>
<text x="291.0" y="98" font-family="sans-serif" font-size="10">DeepSeek 0/15</text>
<text x="12" y="148" font-family="sans-serif" font-size="12">safe exit</text>
<rect x="285" y="124" width="640.7" height="11" fill="#31688e"/>
<text x="931.7" y="134" font-family="sans-serif" font-size="10">GLM 13/14</text>
<rect x="285" y="139" width="129.4" height="11" fill="#b05a2a"/>
<text x="420.4" y="149" font-family="sans-serif" font-size="10">Muse 3/16</text>
<rect x="285" y="154" width="644.0" height="11" fill="#438a5e"/>
<text x="935.0" y="164" font-family="sans-serif" font-size="10">DeepSeek 14/15</text>
<text x="12" y="244" font-family="sans-serif" font-size="10" fill="#555">Timing and continuation use observed landmarks only.</text>
</svg>

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<svg xmlns="http://www.w3.org/2000/svg" width="1120" height="388" viewBox="0 0 1120 388">
<rect width="100%" height="100%" fill="white"/>
<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Reviewed cheating progression</text>
<text x="12" y="82" font-family="sans-serif" font-size="12">considered</text>
<rect x="285" y="58" width="483.0" height="11" fill="#31688e"/>
<text x="774.0" y="68" font-family="sans-serif" font-size="10">GLM 14/20</text>
<rect x="285" y="73" width="448.5" height="11" fill="#b05a2a"/>
<text x="739.5" y="83" font-family="sans-serif" font-size="10">Muse 13/20</text>
<rect x="285" y="88" width="517.5" height="11" fill="#438a5e"/>
<text x="808.5" y="98" font-family="sans-serif" font-size="10">DeepSeek 15/20</text>
<text x="12" y="148" font-family="sans-serif" font-size="12">attempted</text>
<rect x="285" y="124" width="69.0" height="11" fill="#31688e"/>
<text x="360.0" y="134" font-family="sans-serif" font-size="10">GLM 2/20</text>
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<text x="739.5" y="149" font-family="sans-serif" font-size="10">Muse 13/20</text>
<rect x="285" y="154" width="138.0" height="11" fill="#438a5e"/>
<text x="429.0" y="164" font-family="sans-serif" font-size="10">DeepSeek 4/20</text>
<text x="12" y="214" font-family="sans-serif" font-size="12">retained</text>
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<text x="291.0" y="200" font-family="sans-serif" font-size="10">GLM 0/14</text>
<rect x="285" y="205" width="506.0" height="11" fill="#b05a2a"/>
<text x="797.0" y="215" font-family="sans-serif" font-size="10">Muse 11/15</text>
<rect x="285" y="220" width="46.0" height="11" fill="#438a5e"/>
<text x="337.0" y="230" font-family="sans-serif" font-size="10">DeepSeek 1/15</text>
<text x="12" y="280" font-family="sans-serif" font-size="12">successful</text>
<rect x="285" y="256" width="0.0" height="11" fill="#31688e"/>
<text x="291.0" y="266" font-family="sans-serif" font-size="10">GLM 0/13</text>
<rect x="285" y="271" width="492.9" height="11" fill="#b05a2a"/>
<text x="783.9" y="281" font-family="sans-serif" font-size="10">Muse 10/14</text>
<rect x="285" y="286" width="49.3" height="11" fill="#438a5e"/>
<text x="340.3" y="296" font-family="sans-serif" font-size="10">DeepSeek 1/14</text>
<text x="12" y="376" font-family="sans-serif" font-size="10" fill="#555">Denominators follow behavior, artifact, and fresh-grader eligibility.</text>
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<rect width="100%" height="100%" fill="white"/>
<text x="20" y="30" font-family="sans-serif" font-size="19" font-weight="bold">Board transmission outcomes</text>
<text x="12" y="82" font-family="sans-serif" font-size="12">read or post activation</text>
<rect x="285" y="58" width="241.5" height="11" fill="#31688e"/>
<text x="532.5" y="68" font-family="sans-serif" font-size="10">GLM 7/20</text>
<rect x="285" y="73" width="345.0" height="11" fill="#b05a2a"/>
<text x="636.0" y="83" font-family="sans-serif" font-size="10">Muse 10/20</text>
<rect x="285" y="88" width="345.0" height="11" fill="#438a5e"/>
<text x="636.0" y="98" font-family="sans-serif" font-size="10">DeepSeek 10/20</text>
<text x="12" y="148" font-family="sans-serif" font-size="12">exact peer recipient</text>
<rect x="285" y="124" width="103.5" height="11" fill="#31688e"/>
<text x="394.5" y="134" font-family="sans-serif" font-size="10">GLM 3/20</text>
<rect x="285" y="139" width="0.0" height="11" fill="#b05a2a"/>
<text x="291.0" y="149" font-family="sans-serif" font-size="10">Muse 0/20</text>
<rect x="285" y="154" width="241.5" height="11" fill="#438a5e"/>
<text x="532.5" y="164" font-family="sans-serif" font-size="10">DeepSeek 7/20</text>
<text x="12" y="214" font-family="sans-serif" font-size="12">candidate unattributed adoption</text>
<text x="285" y="200" font-family="sans-serif" font-size="10" fill="#666">GLM NA</text>
<text x="285" y="215" font-family="sans-serif" font-size="10" fill="#666">Muse NA</text>
<text x="285" y="230" font-family="sans-serif" font-size="10" fill="#666">DeepSeek NA</text>
<text x="12" y="280" font-family="sans-serif" font-size="12">attributed adoption</text>
<text x="285" y="266" font-family="sans-serif" font-size="10" fill="#666">GLM NA</text>
<text x="285" y="281" font-family="sans-serif" font-size="10" fill="#666">Muse NA</text>
<text x="285" y="296" font-family="sans-serif" font-size="10" fill="#666">DeepSeek NA</text>
<text x="12" y="376" font-family="sans-serif" font-size="10" fill="#555">Each model has one dependent board history. Candidate adoption is not attributed transmission.</text>
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