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Evaluate whether OpenAI's GPT-5.6 can reconstruct a counterexample to the Jacobian conjecture from three structural hints — doing the polynomial algebra itself, without looking at the known answer.
const r = await tools.exec_command({cmd:"pwd && rg --files -g 'AGENTS.md' -g '!node_modules' . || true\nls -la\npython3 - <<'PY'\nimport sympy as s\nprint(s.__version__)\nPY","workdir":"/Users/user/jacobian3.gpt","yield_time_ms":10000,"max_output_tokens":2000}); text(r.output);
Script completed Wall time 0.3 seconds Output: /Users/user/jacobian3.gpt total 0 drwxr-xr-x 2 vlad staff 64 Aug 10 17:43 . drwxr-xr-x+ 107 vlad staff 3424 Aug 10 17:43 .. 1.14.0
const r = await tools.exec_command({cmd:"python3 - <<'PY'\nimport sympy as sp\nx,y=sp.symbols('x y'); s=1+x*y\n\ndef det(u,v,w): return sp.Matrix.hstack(sp.Matrix(u),sp.Matrix(v),sp.Matrix(w)).det().expand()\n# exploratory families A(s), Q(s), R(s), P(s)\nt=sp.symbols('t')\nA=sp.Matrix([1,t,t**2])\nAp=A.diff(t)\nfor Q,R,name in [(A,Ap,'A,Ap'),(Ap,A,'Ap,A'),(A, A+t*Ap,'A,A+tAp')]:\n p0,p1,p2=sp.Function('p0'),sp.Function('p1'),sp.Function('p2')\n # report determinant coefficient against symbolic Pprime vector c\n c=sp.symbols('c0:3'); Pp=sp.Matrix(c)\n # Derivatives in abstract x,y\n # Bx = y P' + Q + xy Q' + y^2 R'\n # By = x P' + x^2 Q' + R + xy R'\n Bx=y*Pp+Q+(t-1)*Q.diff(t)+y**2*R.diff(t)\n By=x*Pp+x**2*Q.diff(t)+R+(t-1)*R.diff(t)\n D=sp.expand(sp.det(sp.Matrix.hstack(Bx,By,A))).subs(x*y,t-1)\n print(name, sp.factor(D))\nPY","workdir":"/Users/user/jacobian3.gpt","yield_time_ms":10000,"max_output_tokens":3000}); text(r.output);
Script completed Wall time 0.3 seconds Output: A,Ap -y*(c0*t**2 - 2*c1*t + c2 + 2*y) Ap,A x*(c0*t**2 - 2*c1*t + c2 + 2*x) A,A+tAp -t*y*(c0*t**2 - 2*c1*t + c2 + 2*t*y)