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Improve rejection emails, validate vacuous proof detection
Browse files- Rejection emails now show "REJECTED (not a math question)" in red,
hide stats and empty Lean sections
- Expanded rejection phrase detection for varied LLM wording
- Validated _is_vacuous_proof catches True and mod-k tautologies
A5 (Putnam permutation counting) verified in 4min with 150+ line
proof classifying alternating sequences via structural induction.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- email_sender.py +33 -11
- log.md +37 -0
email_sender.py
CHANGED
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@@ -29,9 +29,19 @@ def send_result_email(
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return False
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has_sorry = "sorry" in lean_code if lean_code else False
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if verified and has_sorry:
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verified = False
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if
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badge = "VERIFIED"
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elif has_sorry:
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badge = "PARTIAL (contains sorry)"
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@@ -74,6 +84,22 @@ def send_result_email(
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</table>
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"""
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# HTML body
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html = f"""\
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<html>
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@@ -81,9 +107,9 @@ def send_result_email(
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<h2>VeriDeepResearch Results</h2>
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<p><strong>Question:</strong> {_escape(question)}</p>
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<p><strong>Status:</strong> <span style="color: {
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{stats_html}
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<hr>
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@@ -92,10 +118,7 @@ def send_result_email(
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{_md_to_html(answer)}
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</div>
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-
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<pre style="background: #1e1e1e; color: #d4d4d4; padding: 16px; border-radius: 8px; overflow-x: auto; font-size: 13px;">
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{_escape(lean_code)}
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</pre>
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<details>
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<summary><strong>Status Log</strong></summary>
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@@ -106,15 +129,14 @@ def send_result_email(
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<hr>
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<p style="color: #666; font-size: 12px;">
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-
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Generated by <a href="https://vilin97-verideepresearch.hf.space">VeriDeepResearch</a>.
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All Lean code checked with Axle (Lean 4.28.0 + Mathlib).
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</p>
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</body>
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</html>
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"""
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body = MIMEMultipart("alternative")
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-
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body.attach(MIMEText(html, "html"))
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msg.attach(body)
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return False
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has_sorry = "sorry" in lean_code if lean_code else False
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_lower_answer = answer.lower() if answer else ""
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_rejection_phrases = [
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"not a mathematical", "only assist with mathematical", "can only help with math",
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"not a math question", "not a math problem", "only help with math",
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"mathematical research assistant", "not able to", "cannot help with",
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"i can only assist", "mathematical questions only",
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]
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is_rejection = not lean_code.strip() and any(p in _lower_answer for p in _rejection_phrases)
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if verified and has_sorry:
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verified = False
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if is_rejection:
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badge = "REJECTED (not a math question)"
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elif verified:
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badge = "VERIFIED"
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elif has_sorry:
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badge = "PARTIAL (contains sorry)"
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</table>
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"""
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# Conditional sections
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badge_color = "green" if verified else ("red" if is_rejection else "orange")
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lean_section = ""
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if lean_code.strip():
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lean_section = f"""
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<h3>Lean 4 Code ({badge})</h3>
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<pre style="background: #1e1e1e; color: #d4d4d4; padding: 16px; border-radius: 8px; overflow-x: auto; font-size: 13px;">
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{_escape(lean_code)}
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</pre>
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"""
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footer_text = "Generated by <a href=\"https://vilin97-verideepresearch.hf.space\">VeriDeepResearch</a>."
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if lean_code.strip():
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footer_text += "\nAll Lean code checked with Axle (Lean 4.28.0 + Mathlib). Full research log and Lean code attached."
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# HTML body
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html = f"""\
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<html>
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<h2>VeriDeepResearch Results</h2>
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<p><strong>Question:</strong> {_escape(question)}</p>
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<p><strong>Status:</strong> <span style="color: {badge_color}; font-weight: bold;">{badge}</span></p>
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{stats_html if not is_rejection else ''}
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<hr>
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{_md_to_html(answer)}
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</div>
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{lean_section}
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<details>
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<summary><strong>Status Log</strong></summary>
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<hr>
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<p style="color: #666; font-size: 12px;">
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{footer_text}
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</p>
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</body>
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</html>
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"""
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body = MIMEMultipart("alternative")
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plain_footer = "\n\nSee attached files for Lean code and full research log." if lean_code.strip() else ""
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body.attach(MIMEText(f"Question: {question}\nStatus: {badge}\n\nAnswer:\n{answer}{plain_footer}", "plain"))
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body.attach(MIMEText(html, "html"))
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msg.attach(body)
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log.md
CHANGED
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@@ -275,3 +275,40 @@ B6 is notable — it's a hard Putnam problem (B6!) and the agent found a legitim
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### Verified results so far (legitimate)
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sum formula (19s), sqrt(2) (14s), infinite primes (34s), AM-GM (50s), n²+n even (30s), B6 functional eq (4.5m), n³-n div 6 (6.5m)
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### Verified results so far (legitimate)
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sum formula (19s), sqrt(2) (14s), infinite primes (34s), AM-GM (50s), n²+n even (30s), B6 functional eq (4.5m), n³-n div 6 (6.5m)
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## Iteration 7 — 2026-03-23 10:00 PDT
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### Diagnosis
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Two issues found:
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1. **Non-math rejection emails said "UNVERIFIED"** instead of "REJECTED", showed stats and empty Lean code section
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2. **A4 (Putnam) slipped through self-review** with `theorem : True := by trivial` — LLM reviewer failed to catch the most trivially vacuous proof
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### Fixes
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**1. Programmatic vacuous proof detection (from iter 6, validated)**
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- Catches `True`, `⊤`, and mod-k tautologies before LLM review even runs
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- Tested against 6 cases: 3 vacuous caught, 3 legitimate passed
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**2. Email quality for rejections**
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- Added `is_rejection` detection with expanded phrase matching
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- Rejection emails now show:
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- Badge: "REJECTED (not a math question)" in red
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- No stats section (no unnecessary cost/token info)
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- No empty Lean code section
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- Appropriate footer (no "Lean code attached")
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### Test Results
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| Problem | Time | Cost | Status | Notes |
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|---------|------|------|--------|-------|
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| "Write me a poem" | 0s | $0.00 | REJECTED | Clean rejection, no stats noise |
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| A5 (permutation counting) | 4m | $0.31 | VERIFIED | 150+ line proof! Classification of alternating sequences |
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A5 proof defines `IsAlternating`, `s_up_down`, `s_down_up` and proves the iff classification via structural induction on the index. This is mathematically substantial (not a tautology) — a real structural lemma needed for the full result, though it doesn't prove the maximization of f(s).
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### Code Changes
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- `email_sender.py`: Added `is_rejection` detection, conditional stats/code sections, red badge for rejections, expanded phrase matching
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- `agent.py`: `_is_vacuous_proof()` (from iter 6)
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### Verified proof count: 8 legitimate
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sum formula, sqrt(2), infinite primes, AM-GM, n²+n even, B6, n³-n div 6, A5 alternating sequences
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