∫Calc Practice

Limits using Taylor series

Problem 7.672 · medium

Use Taylor series to evaluate \( \displaystyle \lim_{x\to 0} \frac{2 - 2 e^{x^{2}}}{x^{2}} \).
  1. Near 0, exp(x**2) - 1 = x**4/2 + x**2 + ⋯ (its Maclaurin series).
  2. \[ \lim_{x \to 0}\left(\frac{- \frac{x^{4}}{2} - x^{2} + e^{x^{2}} - 1}{x^{4}}\right) = 0 \]
    The polynomial matches the numerator to that order.✓ Proved
  3. \[ \frac{- x^{4} - 2 x^{2}}{x^{2}} = - x^{2} - 2 \]
    Divide through by the denominator.✓ Proved
  4. \[ \lim_{x \to 0}\left(\frac{2 - 2 e^{x^{2}}}{x^{2}}\right) = -2 \]
    Let x → 0: only the constant term survives.✓ Proved
Answer \( -2 \)

Lines: 3 proved, 1 not checked. The answer was also checked a second way, without looking at the solution. The reviewers disagree about how one step is explained; every verdict is in the receipt. How we verify

The full receipt
LineStatusChecked byDetail
1Not checked—a sentence; read, not computed
2✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
3✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
4✓ Provedsympy 1.14.0simplify(lhs - rhs) reduced to 0
answer, a second way✓ Checked independentlysympy 1.14.0 + mpmath 1.3.0the expression at x = ±10⁻⁸ in 50-digit arithmetic

Reviewers

  • gpt-oss:20b: pass
  • qwen3.6:27b-mlx: fail (error) — Line 1 states the Maclaurin series for exp(x^2) - 1 as x^4/2 + x^2 + ..., which is incorrect; the correct expansion is x^2 + x^4/2 + ... (the x^2 term is missing or misordered). While the final answer is correct due to Line 3 using the correct terms, the stated series in Line 1 is mathematically false and would teach a student incorrect expansion rules.
Every verdict on record (6)
  • qwen3.6:27b-mlx: fail (error) 2026-10-18 — Line 1 states the Maclaurin series for exp(x^2) - 1 as x^4/2 + x^2 + ..., which is incorrect; the correct expansion is x^2 + x^4/2 + ... (the x^2 term is missing or misordered). While the final answer is correct due to Line 3 using the correct terms, the stated series in Line 1 is mathematically false and would teach a student incorrect expansion rules.
  • gpt-oss:20b: pass 2026-10-18
  • qwen3.6:27b-mlx: inconclusive 2026-10-16 — reviewer response could not be parsed: { "verdict": "fail", "severity": "error", "notes": "Step 1 contains a factual error in the Maclaurin series expansion: it claims exp(x^2) - 1 = x^4/2 + x^2 + ..., but the correct expansion is x^2 + x^
  • gpt-oss:20b: pass 2026-10-16
  • qwen3.6:27b-mlx: fail (error) 2026-10-15 — Line 1 contains a factual error in the Maclaurin series expansion: it claims exp(x^2) - 1 = x^4/2 + x^2 + ..., but the correct expansion is x^2 + x^4/2 + ... (the x^2 term is missing or misordered). While the subsequent algebraic manipulation in Line 3 accidentally uses the correct terms, the stated series in Line 1 is wrong and would mislead a student about the structure of the expansion.
  • gpt-oss:20b: pass 2026-10-15

Proved: SymPy reduced the difference between the two sides to zero. Checked independently: a separate method, named above, confirmed it. Checked numerically: the two sides agree at every sampled point, which is evidence, not proof. Reviewed: a model or a person read it; that is all a sentence can have. Solution by generator:structured/taylor_limit, checked 2026-10-18 with SymPy 1.14.0.