Dot product and angles
Problem 9.192 · easy
Let \( \displaystyle \mathbf{u} = \langle 4, -3, -1 \rangle \) and \( \displaystyle \mathbf{v} = \langle -4, -1, 4 \rangle \). Find \( \displaystyle \mathbf{u} \cdot \mathbf{v} \) and the angle between them.
- \[ 4 \left(-4\right) - 1 \cdot 4 - 3 \left(-1\right) = -17 \]Multiply componentwise and add.✓ Proved
- \[ \sqrt{26} \]|u|.✓ Proved
- \[ \sqrt{33} \]|v|.✓ Proved
- \[ - \frac{17 \sqrt{858}}{858} \]cos θ = u·v / (|u||v|).✓ Proved
- θ = arccos of that.Reviewed
Answer \( \mathbf{u}\cdot\mathbf{v} = -17,\quad \theta = \operatorname{acos}{\left(- \frac{17 \sqrt{858}}{858} \right)} \approx 125.48^\circ \)
✓ Nihil obstat Lines: 4 proved, 1 reviewed. The answer was also checked a second way, without looking at the solution. Reviewers found nothing wrong with the explanation.
The full receipt
| Line | Status | Checked by | Detail |
|---|---|---|---|
| 1 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 2 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 3 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 4 | ✓ Proved | sympy 1.14.0 | simplify(lhs - rhs) reduced to 0 |
| 5 | Reviewed | reviewers: gpt-oss:20b, qwen3.6:27b-mlx | a sentence; read, not computed |
| answer, a second way | ✓ Checked independently | sympy 1.14.0 + mpmath 1.3.0 | the law of cosines on the triangle u, v, u − v gives the same angle |
Reviewers
gpt-oss:20b: passqwen3.6:27b-mlx: pass — The solution correctly computes the dot product and magnitudes, applies the cosine formula accurately, and provides the correct inverse cosine expression for the angle.
Every verdict on record (4)
qwen3.6:27b-mlx: pass 2026-10-03 — The solution correctly computes the dot product and magnitudes, applies the cosine formula accurately, and provides the correct inverse cosine expression for the angle.gpt-oss:20b: pass 2026-10-03qwen3.6:27b-mlx: pass 2026-10-03 — The solution correctly computes the dot product and magnitudes, applies the angle formula, and provides the correct final answer.gpt-oss:20b: pass 2026-10-03
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/dot_product_angle, checked 2026-10-03 with SymPy 1.14.0.