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Die Blog-Postings sind Kommentare im Sinne von § 6 Abs. 1 MStV. Der Verfasser ist Jörn Loviscach, falls jeweils nicht anders angegeben. Die Blog-Postings könnten Kraftausdrücke, potenziell verstörende Tatsachenbehauptungen und/oder Darstellungen von Stereotypen enthalten. Die Beiträge der vergangenen Wochen werden als Bestandteil der Internet-Geschichte in ihrer ursprünglichen Form gezeigt. Menschliche Autor*innen können unzutreffende Informationen über Personen, Orte oder Fakten liefern.
vorheriger | Gesamtliste | jüngste | nächster
2026-04-03 21:20
OK, Claude Opus hat selbst gemerkt, dass diese Überschrift ein arger Kalauer ist. Aber nun zum Thema: Weil ich schon länger nicht mehr vorführen muss, dass die aktuelle KI meine Klausuren mit Bravour löst, gibts hier mal ein paar andere Beispiele.
Als Erstes eine frei zu nutzende Dokumentscanner-Webseite ohne Werbung und mit nur wenig Datenabfluss nach Ost und Fernost – vibe-gecodet von GPT-5.3-Codex, ohne dass ich eine einzige der 1000+ Zeilen angefasst hätte. Natürlich mit Blatt-Geradeziehen, Ausgleich lokal schwankender Beleuchtung und Kontrastoptimierung. Zum Drucken vom Smartphone oder Tablet aus muss man noch Mopria o. ä. installieren. (Fallstrick: Erst die Mopria-App öffnen und dort die Lizenzbedigungen abnicken, sonst schmollt das Ding und druckt kommentarlos nix.)
Die komplettem Prompts für den Dokumentenscanner
Ich möchte eine HTML-Seite (eine einzige Datei mit CSS usw. integriert!), die man als Dokumentenscanner benutzen kann: Es gibt eine Vorschau des Kamerabilds; man kann den Blitz einschalten; auf Klick wird ein Foto in maximaler Auflösung der Kamera gemacht. Dann kann man im geschossenen Foto die vier Ecken des fotografierten Blatts festlegen, also mit dem Finger, Stylus oder Maus (alle Pointer Events möglich!) ein unregelmäßiges Viereck bestimmen. Damit die entscheidende Ecke nicht unter dem Finger verborgen ist, wird sie vergrößert in der jeweils anderen (linken oder rechten) Hälfte des Bildschirms angezeigt, mit einem Marker für die aktuelle Position. Nach dem Editieren dieses Vierecks kann man die Verarbeitung starten: Der Ausschnitt des Fotos wird automatisch rechteckig gezogen, mit sauberer Interpolation. Die neuen Abmessungen entsprechen der Pixelgröße des zuvor eingezeichneten Vierecks. Außerdem wird der Kontrast des so entstandenen Bilds lokal optimiert, so dass der Hintergrund perfekt weiß und der Vordergrund perfekt schwarz werden. Aber kein harter Schwellwert, sondern eine lokale Kontraständerung! "Lokal" sollte in der Größenordnung von 1/32 der Bildfläche liegen, aber ohne Stufigkeit zwischen den verschiedenen Bereichen. Das Ergebnisbild wird angezeigt. Es lässt sich herunterladen oder drucken. Zu jedem Zeitpunkt kann man die Arbeit verwerfen und zum Zeichnen des Vierecks zurückkehren bzw. ein neues Foto machen.
Zur Bestimmung der Größe des neuen Bilds nehme nicht das Maximum der Kantenlängen des Vierecks, sondern den Mittelwert. -- Die lokale Kontrastverbesserung mit Mittelwert und Standardabweichung liefert noch keine tollen Ergebnisse. Vielleicht lokal den Median benutzen, um zu bestimmen, was lokal weiß ist. Dann aber global das Schwarz justieren. Global, weil es komplett weiße Teilbereiche geben kann. -- Der Button "Kamera starten" ist vielleicht unnötig, weil die Kamera sofort gestartet werden kann und sowieso nicht nochmal gestartet werden muss? -- Der Text "Foto aufnehmen. Danach vier Ecken im Bild positionieren." kann weg, aber wir brauchen das Datum der letzten Updates und "Impressum und Datenschutzerklärung" mit Link zu https://j3l7h.de/imprint.html
Auf dem normalen Computer gehts, aber auf meinem Smartphone sehe ich kein Vorschaubild und kann den Blitz nicht auswählen; aber das Fotografieren als solches geht auch auf dem Smartphone. -- Die Kontrastanpassung klappt nun super. Schön wäre noch, den Schwarzpunkt interaktiv ändern zu können, zum Beispiel auf 0,05/0,02/0,01 des Histogramms.
Die vergrößerte Vorschau beim Punkteziehen hat noch ein verzerrtes Seitenverhältnis. -- Es fehlt immer noch die Kameravorschau. Könnte das ein Sicherheitsdings sein? -- Beim Druck werden es drei Seiten, wobei auf der ersten Seite nur unten ein Streifen und auf der dritten Seite oben ein Streifen erscheint.
Beim Drucken sind es nun noch zwei Seiten statt einer. -- Die vergrößeren Vorschaubilder zum Punkteziehen haben immer noch ein verzerrtes Verhältnis (Darstellung in x und y verschieden skaliert).
Beim Blitz steht immer: "Nicht verfügbar" -- Bei den Vorschaubildern zum Punkteziehen zeigst Du nun eine quadratisches Bildchen. Das ist ok, aber dann können wir auf die Links/Rechts-Halbierung des Bildschirms verzichten und einfach dieses Quadrat links bzw. rechts oben dem Gesamtbild überlagern. Oben statt in der Mitte, damit die Finger es nicht verdecken.
Der Blitz funktioniert unter Android immer noch nicht. Ich lerne gerade, dass der unter ios sogar gar nicht ansteuerbar ist?! Also doch lieber eine Lösung, die im Zweifelsfall meldet, dass der Blitz hier nicht geht. Und vielleicht nach dieser Art abfragen:
const track = state.stream.getVideoTracks()[0];
if (track) {
const caps = track.getCapabilities?.();
if (caps?.torch) {
state.torchSupported = true;
}
}
Wenn der Blitz nicht unterstützt wird, braucht man ja auch keinen Button dafür. Dann einfach unten die Textanmerkung machen, aber darin keine Markennamen erwähnen.
Eigentlich war diese Webseite nur als schneller Hack gedacht, weil die Fixiereinheit des im Haushalt neben mehreren anderen Druckern verteilten Billigst-Multifunktionsdruckers dabei ist, das Zeitliche zu segnen. Aber damit ist der nun ausmanövriert.
Zweitens eine mathematische Aufgabe, an der ich erfolglos einige Stunden geknobelt habe, für die aber Claude Opus 4.6 nach einigen Minuten des Denkens gleich zwei Lösungswege findet (und en passant korrigiert, dass x so noch nicht eindeutig ist):
Bestimme \sum_{n=-\infty}^{n=\infty} 1/(1+1/cos(x_n(u))^2), wobei x_n(u) als das x definiert ist, das n \pi + x + \tan(x) = u erfüllt.
Bei der mit dem Link oben geshare-ten Version des Chats fehlen leider die Selbstgespräche des Modells. Die Irrungen und Wirrungen darin finde ich aber sehr spannend:
Selbstgespräche
Let me analyze this problem carefully.
We need to find ∑n=−∞∞11+1cos2(xn(u))∑n=−∞∞1+cos2(xn(u))11
where xn(u)xn(u) is defined by nπ+x+tan(x)=unπ+x+tan(x)=u.
Let me simplify the summand first:
11+1cos2x=1cos2x+1cos2x=cos2x1+cos2x
1+cos2x11=cos2xcos2x+11=1+cos2xcos2x
I'll define f(x)=x+tan(x)f(x)=x+tan(x), which is monotonically increasing on each interval between consecutive vertical asymptotes. For each integer nn, the equation xn+tan(xn)=u−nπxn+tan(xn)=u−nπ has a unique solution xnxn in the interval (−π/2,π/2)(−π/2,π/2). where xn+tan(xn)=u−nπxn+tan(xn)=u−nπ.
Now I'm noticing something interesting: the derivative of g(x)=x+tan(x)g(x)=x+tan(x) is g′(x)=1+sec2(x)=cos2x+1cos2xg′(x)=1+sec2(x)=cos2xcos2x+1, which means the summand cos2(xn)1+cos2(xn)1+cos2(xn)cos2(xn) is actually the reciprocal of g′(xn)g′(xn). So I can rewrite the entire sum as S(u)=∑n=−∞∞1g′(xn)S(u)=∑n=−∞∞g′(xn)1.
The key insight is that while g(x)=x+tan(x)g(x)=x+tan(x) isn't periodic, I can use the fact that the equation x+tan(x)=u−nπx+tan(x)=u−nπ relates the roots across different values of nn, and this structure should allow me to apply residue calculus or a similar technique to evaluate the sum. So I'm substituting yn=nπ+xnyn=nπ+xn where xn∈(−π/2,π/2)xn∈(−π/2,π/2) into the equation, which gives me nπ+xn+tan(xn)=unπ+xn+tan(xn)=u, confirming that the xnxn values match the problem definition. Now I need to find cos(yn)=cos(nπ+xn)cos(yn)=cos(nπ+xn) using the periodicity and symmetry properties of cosine.
Since cos(nπ+xn)=(−1)ncos(xn)cos(nπ+xn)=(−1)ncos(xn), I have cos2(yn)=cos2(xn)cos2(yn)=cos2(xn). This means g′(yn)=1+sec2(yn)=1+1/cos2(xn)g′(yn)=1+sec2(yn)=1+1/cos2(xn), so the sum I'm looking for is S(u)=∑n1g′(yn)S(u)=∑ng′(yn)1 where each ynyn satisfies g(yn)=ug(yn)=u with g(y)=y+tan(y)g(y)=y+tan(y). This is a standard result about summing reciprocals of derivatives at all solutions to an equation.
Now I'm trying to compute this sum using residue theory or partial fractions. The zeros of h(z)=z+tan(z)−uh(z)=z+tan(z)−u occur at the ynyn values, and I want to find a way to sum 1/h′(yn)1/h′(yn) across all of them. The Mittag-Leffler expansion or Poisson summation might work here, but I'm exploring whether there's a more direct approach.
I'm considering the function 1g(z)−ug(z)−u1 where g(z)=z+tan(z)g(z)=z+tan(z). This has simple poles at each ynyn with residues 1g′(yn)g′(yn)1, but it also has poles wherever tan(z)tan(z) blows up—at the half-integer multiples of ππ. Near those points, the behavior of g(z)−ug(z)−u involves both the linear term and the singular part of the tangent function, which I need to analyze carefully to extract the residues. So 1g(z)−ug(z)−u1 vanishes at the poles of tantan rather than having poles there, which means its only singularities are the simple poles at the ynyn values. Now I need to examine the behavior as ∣z∣∣z∣ grows large.
When zz is real and large, g(z)g(z) oscillates unpredictably due to the tan(z)tan(z) term, but if the imaginary part of zz is large, tan(z)tan(z) approaches ±i±i, so g(z)g(z) behaves like z±iz±i and 1g(z)−ug(z)−u1 decays like 1zz1. This means a direct contour integral approach won't easily give me the sum of residues.
Let me shift strategies and use the residue formula directly: ∑n1g′(yn)∑ng′(yn)1 can be computed via an integral around a large contour...
Actually, I realize the right approach is to evaluate 12πi∮dzz+tan(z)−u2πi1∮z+tan(z)−udz over a rectangular contour with vertices at ±R±iT±R±iT, letting TT grow appropriately to capture all the zeros.
On the top and bottom sides where the imaginary part gets large, tan(z)tan(z) approaches ±i±i, so the integrand behaves like 1z±i−uz±i−u1, which doesn't actually vanish as I'd need it to. Maybe I should try a change of variables instead—letting w=g(z)=z+tan(z)w=g(z)=z+tan(z) and working with the inverse function might give me a cleaner way to count the roots.
Actually, I think the density approach is more promising. Using the Dirac delta function, I can express the sum of reciprocals of derivatives at the roots as an integral: ∑n1g′(yn)=∫δ(g(y)−u)dy∑ng′(yn)1=∫δ(g(y)−u)dy, which works because g′(y)=1+sec2(y)g′(y)=1+sec2(y) is always positive.
Now I'm shifting to the Poisson summation formula as another angle—expressing the sum S(u)=∑n=−∞∞f(u−nπ)S(u)=∑n=−∞∞f(u−nπ) where ff relates the inverse function and its derivative, then applying the formula to transform this into a Fourier series representation. I'm computing the Fourier coefficient at zero by substituting the change of variables, which simplifies to ππ, giving me the k=0k=0 term as 1. Now I need to verify whether all the other Fourier coefficients actually vanish.
For non-zero integer multiples kk, I'm setting up the integral with the exponential factor and the composed function x+tanxx+tanx, and I'm wondering if this integral equals zero for all k≠0k=0.
Let me test this with k=1k=1 to see if there's a pattern. Since x+tanxx+tanx is odd, I can use symmetry properties—the integrand becomes its own conjugate under the substitution x→−xx→−x, which means the integral must be real-valued. But that doesn't tell me whether it actually vanishes.
This direct approach isn't leading anywhere productive, so I'm going to try a different strategy entirely.
Actually, let me reconsider the contour integral method more carefully. I want to find ∑nResz=yn1g(z)−u∑nResz=yng(z)−u1 where g(z)=z+tan(z)g(z)=z+tan(z). If I integrate 1z+tan(z)−uz+tan(z)−u1 around rectangular contours with corners at (N+1/2)π±iT(N+1/2)π±iT and −(N+1/2)π±iT−(N+1/2)π±iT, then on the vertical sides where z=±(N+1/2)π+iyz=±(N+1/2)π+iy, the tangent function simplifies to itanh(y)itanh(y).
Wait, but those vertical lines pass directly through the poles of tangent at (N+1/2)π(N+1/2)π, so that won't work. Let me shift the contour instead to have vertical sides at z=±Nπ+iyz=±Nπ+iy, where tangent is regular. Then on the right side z=Nπ+iyz=Nπ+iy, I get g(z)−u=Nπ+iy+itanh(y)−ug(z)−u=Nπ+iy+itanh(y)−u, and similarly on the left side z=−Nπ+iyz=−Nπ+iy, I get g(z)−u=−Nπ+iy+itanh(y)−ug(z)−u=−Nπ+iy+itanh(y)−u.
Now I'm setting up the contour integrals on these vertical segments. The right integral and left integral both decay like O(1/N)O(1/N) as NN grows, so they vanish in the limit. For the horizontal sides at z=x±iTz=x±iT where xx ranges over [−Nπ,Nπ][−Nπ,Nπ], I need to analyze how tan(x+iT)tan(x+iT) behaves as TT gets large.
As T→∞T→∞, tanhTtanhT approaches 1, which means tan(x+iT)tan(x+iT) simplifies to ii and tan(x−iT)tan(x−iT) simplifies to −i−i. This lets me evaluate the integrands on the top and bottom sides of the contour.
Now I'm setting up the contour integral by combining the contributions from the top and bottom horizontal segments. The top integral goes from −Nπ−Nπ to NπNπ with the denominator (x−u)+i(T+1)(x−u)+i(T+1), while the bottom integral (traversed in the opposite direction) has denominator (x−u)−i(T+1)(x−u)−i(T+1). When I combine them, I get a difference of these two terms that will help me evaluate the residues.
Simplifying this difference, I can factor out the common structure and get an integral involving (x−u)2+(T+1)2(x−u)2+(T+1)2 in the denominator. As T→∞T→∞ and then N→∞N→∞, this integral converges to −2iπ−2iπ using the standard arctangent integral formula.
Now I need to be careful about the contour orientation—going counterclockwise means bottom left to right, then up the right side, across the top from right to left, and down the left side. Let me recalculate the contribution from the top edge where I'm integrating from right to left.
The top and bottom edges together give me an integral that simplifies to 2iπ2iπ as T→∞T→∞, while the vertical sides vanish. By the residue theorem, this equals 2πi2πi times the sum of residues at the poles inside the contour.
Now I need to verify which roots ynyn actually lie within the rectangular region. Since each ynyn sits in the interval ((n−1/2)π,(n+1/2)π)((n−1/2)π,(n+1/2)π), it's contained in (−Nπ,Nπ)(−Nπ,Nπ) precisely when the interval boundaries satisfy the containment condition.
This gives me −(N−1)≤n≤N−1−(N−1)≤n≤N−1, meaning the contour captures 2N−12N−1 roots total. As NN grows without bound, I'm covering all roots, so taking the limit of the contour integral yields the infinite sum.
The residue calculation confirms that each 1g(z)−ug(z)−u1 contributes 1g′(yn)g′(yn)1 at the root ynyn, and the contour integral equals 2πi2πi times the sum of these residues, giving me the final answer of 11.
I can also check this makes sense: since g′(x)=1+sec2(x)≥2g′(x)=1+sec2(x)≥2, each term is bounded by 1/21/2, and the terms shrink as the roots move away from the origin since sec2(xn)sec2(xn) grows large, ensuring convergence.
The user wants a purely real proof that the sum equals 1, without using contour integration. Let me think about this.
We have g(y)=y+tan(y)g(y) = y + \tan(y)
g(y)=y+tan(y), and yny_n
yn are the solutions of g(y)=ug(y) = u
g(y)=u in each branch. We want to show:
∑n=−∞∞1g′(yn)=1\sum_{n=-\infty}^{\infty} \frac{1}{g'(y_n)} = 1n=−∞∑∞g′(yn)1=1
A real approach: Consider the function gg
g restricted to each interval In=((n−1/2)π,(n+1/2)π)I_n = ((n-1/2)\pi, (n+1/2)\pi)
In=((n−1/2)π,(n+1/2)π). On each interval, gg
g is a strictly increasing bijection from InI_n
In to R\mathbb{R}
R.
So I can define inverse branches hn:R→Inh_n: \mathbb{R} \to I_n
hn:R→In where yn=hn(u)y_n = h_n(u)
yn=hn(u). Since g′(yn)=1/hn′(u)g'(y_n) = 1/h_n'(u)
g′(yn)=1/hn′(u), the sum becomes ∑nhn′(u)\sum_n h_n'(u)
∑nhn′(u). If I define F(u)=∑nhn(u)F(u) = \sum_n h_n(u)
F(u)=∑nhn(u) and can show that F′(u)=1F'(u) = 1
F′(u)=1, then FF
F must be linear with slope 1, which would give me the result I need.
Let me verify this using a substitution argument with test functions. When I change variables from yy
y to u=g(y)u = g(y)
u=g(y) and split the integral over each branch, I need to be careful about how the measure transforms. The issue is that I'm summing over infinitely many branches, so I need to think about whether there's a telescoping structure or use a different approach like Poisson summation to handle the infinite sum properly. I'm trying an integral approach where I break the domain into intervals and use substitution. By substituting u=g(y)u = g(y)
u=g(y) across each interval InI_n
In, I can transform the integral into a sum over the inverse branches hn(u)h_n(u)
hn(u), weighted by the derivative of gg
g at those points.
But I need to evaluate ∫−∞∞f(g(y)) dy\int_{-\infty}^{\infty} f(g(y)) \, dy
∫−∞∞f(g(y))dy directly for this to work. Using complex exponentials like f(u)=eikuf(u) = e^{iku}
f(u)=eiku would let me apply Poisson summation, though the user wants a real proof. Let me instead consider a partial fraction or Mittag-Leffler expansion of tan(z)\tan(z)
tan(z) to see if that gives me the structure I need.
Actually, let me go back to basics. Since g(hn(u))=ug(h_n(u)) = u
g(hn(u))=u, differentiating gives g′(hn(u))hn′(u)=1g'(h_n(u)) h_n'(u) = 1
g′(hn(u))hn′(u)=1, so hn′(u)=1/g′(hn(u))h_n'(u) = 1/g'(h_n(u))
hn′(u)=1/g′(hn(u)). The key is showing that ∑nhn′(u)=1\sum_n h_n'(u) = 1
∑nhn′(u)=1, which means ∑n1/g′(hn(u))=1\sum_n 1/g'(h_n(u)) = 1
∑n1/g′(hn(u))=1. Let me define H(u)=∑nhn(u)H(u) = \sum_n h_n(u)
H(u)=∑nhn(u) and see if I can work with that directly.
Since each hn(u)h_n(u)
hn(u) lies in the interval ((n−1/2)π,(n+1/2)π)((n-1/2)\pi, (n+1/2)\pi)
((n−1/2)π,(n+1/2)π), I can shift by nπn\pi
nπ to get xn(u)=hn(u)−nπ∈(−π/2,π/2)x_n(u) = h_n(u) - n\pi \in (-\pi/2, \pi/2)
xn(u)=hn(u)−nπ∈(−π/2,π/2). These shifted values satisfy xn+tan(xn)=u−nπx_n + \tan(x_n) = u - n\pi
xn+tan(xn)=u−nπ, so H(u)=∑nxn(u)H(u) = \sum_n x_n(u)
H(u)=∑nxn(u) where each xnx_n
xn is determined by this equation.
For the derivative to equal 1, I need to work with the function ϕ(t)=t+tan(t)\phi(t) = t + \tan(t)
ϕ(t)=t+tan(t) and its inverse ψ\psi
ψ. Then xn(u)=ψ(u−nπ)x_n(u) = \psi(u - n\pi)
xn(u)=ψ(u−nπ), which means H(u)=∑nψ(u−nπ)H(u) = \sum_n \psi(u - n\pi)
H(u)=∑nψ(u−nπ). Taking the derivative, I need ∑nψ′(u−nπ)=1\sum_n \psi'(u - n\pi) = 1
∑nψ′(u−nπ)=1.
Using the inverse function derivative formula, ψ′(t)=cos2(ψ(t))1+cos2(ψ(t))\psi'(t) = \frac{\cos^2(\psi(t))}{1 + \cos^2(\psi(t))}
ψ′(t)=1+cos2(ψ(t))cos2(ψ(t)), and I'm examining the behavior of ψ\psi
ψ as its argument approaches infinity.
Now I'm applying Poisson summation to the sum ∑nψ′(u−nπ)\sum_n \psi'(u - n\pi)
∑nψ′(u−nπ) to see if I can make it equal 1 for all uu
u.
The key insight is that this condition is equivalent to requiring the Fourier transform of ψ′\psi'
ψ′ to vanish at all nonzero multiples of 2/π2/\pi
2/π, while the integral of ψ′\psi'
ψ′ must equal π\pi
π. I'm trying to connect the Fourier transform of ψ′\psi'
ψ′ to the Poisson summation formula with period π\pi
π, which should give me a relationship between the Fourier coefficients and the constant periodization property. I'm trying integration by parts on the Fourier transform, but it's pulling me back into complex analysis territory. Let me step back and try a completely different approach using a direct substitution method—if I can show that integrating any smooth, rapidly decaying function composed with y+tanyy + \tan y
y+tany gives the same result as integrating the function alone, that would establish the property I need.
Now I'm splitting this integral into two parts and working through a substitution where v=tanyv = \tan y
v=tany to simplify the second piece.
After the substitution, I notice that arctanv+v\arctan v + v
arctanv+v is monotonically increasing across all reals, so I try another substitution with w=arctanv+vw = \arctan v + v
w=arctanv+v, but the Jacobian doesn't work out cleanly to give me ∫f(w)dw\int f(w) dw
∫f(w)dw directly.
Let me reconsider the original function y+tanyy + \tan y
y+tany on the principal branch (−π/2,π/2)(-\pi/2, \pi/2)
(−π/2,π/2)—it actually maps onto all of R\mathbb{R}
R, and the same is true on each periodic branch, so I should be able to use this to simplify the integral.
Now I'm splitting the integral over all branches and substituting u=y+tanyu = y + \tan y
u=y+tany on each interval, which transforms the integral into a weighted sum where the weight at each point uu
u is the sum of reciprocals of the derivative across all preimages.
For the second integral with the sec2y\sec^2 y
sec2y factor, I get a similar form but with weights involving sec2(hn(u))/g′(hn(u))\sec^2(h_n(u))/g'(h_n(u))
sec2(hn(u))/g′(hn(u)) instead.
I'm trying to verify whether these two weight functions sum to 1, but I'm realizing the relationship isn't as straightforward as I initially thought—each branch contributes independently to the total integral, so I need to reconsider how they combine. diverges. That can't be right.
Let me redo. On each branch InI_n
In, g:In→Rg: I_n \to \mathbb{R}
g:In→R is a bijection. So:
∫Inf(g(y))g′(y)dy=∫−∞∞f(u)du\int_{I_n} f(g(y)) g'(y) dy = \int_{-\infty}^{\infty} f(u) du∫Inf(g(y))g′(y)dy=∫−∞∞f(u)du
Summing over nn
n:
∫−∞∞f(g(y))g′(y)dy=∑n∫−∞∞f(u)du\int_{-\infty}^{\infty} f(g(y)) g'(y) dy = \sum_n \int_{-\infty}^{\infty} f(u) du∫−∞∞f(g(y))g′(y)dy=n∑∫−∞∞f(u)du
This diverges. OK so this approach of starting from ∫f(g(y))g′(y)dy\int f(g(y)) g'(y) dy
∫f(g(y))g′(y)dy doesn't directly help.
Let me reconsider. The key identity is:
∫−∞∞f(g(y))dy=∫−∞∞f(u)S(u)du\int_{-\infty}^{\infty} f(g(y)) dy = \int_{-\infty}^{\infty} f(u) S(u) du∫−∞∞f(g(y))dy=∫−∞∞f(u)S(u)du
where S(u)=∑n1/g′(hn(u))S(u) = \sum_n 1/g'(h_n(u))
S(u)=∑n1/g′(hn(u)), and I need to show S(u)=1S(u) = 1
S(u)=1. If I can verify that ∫f(g(y))dy=∫f(u)du\int f(g(y)) dy = \int f(u) du
∫f(g(y))dy=∫f(u)du holds for all suitable ff
f, then the density must equal one. So I'm checking whether y+tanyy + \tan y
y+tany preserves Lebesgue measure—that is, whether the pushforward density of the map is identically one.
The periodicity property is helpful: since g(y+π)=g(y)+πg(y + \pi) = g(y) + \pi
g(y+π)=g(y)+π, the map respects the translation structure. On each interval InI_n
In of length π\pi
π, gg
g maps bijectively onto R\mathbb{R}
R. Now I should compute the integral over one fundamental period to see if the measure is preserved. I'm realizing the issue—when I shift by π, the branch changes, so I can't just apply the same inverse function. The singularity structure means I need to account for which branch I'm on, and simply translating within a single branch doesn't capture how g behaves across branch boundaries. Let me reconsider this more carefully.
Actually, I think the right approach is to define ψ as the inverse of φ(t) = t + tan t on the principal interval (-π/2, π/2), then express each branch's inverse as x_n(u) = ψ(u - nπ). This gives me a sum S(u) = Σ_n ψ'(u - nπ) where the derivative ψ'(t) = cos²(ψ(t))/(1 + cos²(ψ(t))). The key observation is that as t approaches ±∞, ψ(t) approaches ±π/2, so ψ'(t) decays to zero, and ψ' is always positive.
Now I'm realizing that ψ' integrates to π over the real line, which is a crucial constraint. The challenge is showing that ψ' has a Fourier transform vanishing at nonzero multiples of 2/π, though that requires complex analysis. Let me try a more direct approach instead—maybe I can construct a telescoping sum or find some other elementary way to evaluate this without invoking Fourier methods.
For large s, ψ(s) approaches π/2 asymptotically. Since s = ψ(s) + tan(ψ(s)), I can substitute ψ(s) = π/2 - ε for small ε, which gives tan(π/2 - ε) = cot ε ≈ 1/ε. This means ψ(s) ≈ π/2 - 1/s for large s, so ψ'(s) decays like 1/s².
Since the derivative decays this quickly, the sum ∑_n ψ'(u - nπ) converges absolutely. Now I want to verify the identity directly by examining the derivative. Let me define S(u) = ∑_n ψ'(u - nπ), which is π-periodic, and I'm trying to show S ≡ 1. Computing the integral ∫₀^π S(u) du by swapping sum and integral gives ∑_n [ψ(π - nπ) - ψ(-nπ)], and since ψ(0) = 0, the boundary terms simplify nicely.
Reindexing this as a telescoping sum over m = -n yields ∑_m [ψ((1+m)π) - ψ(mπ)], which telescopes to give ψ((M+1)π) - ψ(-Mπ) in the limit, and since ψ decays to ±π/2 at infinity, this evaluates to π, confirming the integral of S over one period equals π.
Now I need S to be identically 1, not just average to 1. If I can show S'(u) = 0, then S would be constant and equal its average. Taking the derivative gives ∑_n ψ''(u - nπ), which needs to vanish. From the relation φ(ψ(t)) = t, I can differentiate to get constraints on ψ'', and I know φ'(x) = 1 + sec²x, so I need to work out what this implies for the second derivative.
Actually, this algebraic approach is getting messy. Let me switch to a direct substitution strategy instead. The key is to show that for any integrable f, the integral of f(y + tan y) over all reals equals the integral of f(u) over all reals. If I can establish this, then since the left side equals ∫f(u)S(u)du, I'd have S ≡ 1. I'll split the left side into branches over the periods where tangent is defined. I'm trying to apply Poisson summation to the inner sum over nn
n, since ff
f should decay nicely and we're summing over a grid with spacing π\pi
π. Let me test this approach with a simple case where ff
f is just an indicator function on an interval of length π\pi
π to see if the identity holds.
For this indicator function, the integral of ff
f is just π\pi
π. Now I need to compute the integral of ff
f composed with y+tanyy + \tan y
y+tany, which amounts to finding the measure of the preimage set. Using the periodicity property that g(y+π)=g(y)+πg(y+\pi) = g(y) + \pi
g(y+π)=g(y)+π, where g(y)=y+tanyg(y) = y + \tan y
g(y)=y+tany, I can break this into periods and see that gg
g maps each period onto all of R\mathbb{R}
R, so the preimage of my interval [a,a+π][a, a+\pi]
[a,a+π] in each period InI_n
In has some length ℓn\ell_n
ℓn. The total measure is the sum of these lengths, and I can express each ℓn\ell_n
ℓn as a difference of values of an antiderivative hnh_n
hn. The crucial observation is that hn+1h_{n+1}
hn+1 relates to hnh_n
hn by a shift of π\pi
π. I'm working through the recurrence relation for hnh_n
hn by expressing it in terms of h0h_0
h0: since hn(u)=h0(u−nπ)+nπh_n(u) = h_0(u - n\pi) + n\pi
hn(u)=h0(u−nπ)+nπ, I can write ℓn\ell_n
ℓn as the difference h0(a+(1−n)π)−h0(a−nπ)h_0(a + (1-n)\pi) - h_0(a - n\pi)
h0(a+(1−n)π)−h0(a−nπ), which cancels the nπn\pi
nπ terms.
Setting bn=h0(a−nπ)b_n = h_0(a - n\pi)
bn=h0(a−nπ), the sum telescopes to b−N−1−bNb_{-N-1} - b_N
b−N−1−bN. As N→∞N \to \infty
N→∞, bN→−π/2b_N \to -\pi/2
bN→−π/2 since the argument goes to −∞-\infty
−∞, and I need to evaluate what happens to b−N−1b_{-N-1}
b−N−1 in the same limit.
As NN
N grows large, b−N−1=h0(a+(N+1)π)→π/2b_{-N-1} = h_0(a + (N+1)\pi) \to \pi/2
b−N−1=h0(a+(N+1)π)→π/2, so the telescoping sum gives π/2−(−π/2)=π\pi/2 - (-\pi/2) = \pi
π/2−(−π/2)=π, confirming the result for indicator functions of intervals with length π\pi
π. Now I need to extend this to general functions by considering f=1[a,b]f = \mathbf{1}_{[a,b]}
f=1[a,b] and expressing the sum as an integral involving a periodic kernel. So the telescoping approach only works when the interval width equals π\pi
π. For a general interval [a,b][a,b]
[a,b], I need to think differently—let me try splitting the sum into two separate sums of h0h_0
h0 evaluated at the shifted boundaries, though each sum diverges individually since h0h_0
h0 approaches ±π/2\pm\pi/2
±π/2 at infinity.
When I restrict to finite ranges n∈[−N,N]n \in [-N, N]
n∈[−N,N], both sequences approach the same limits as n→±∞n \to \pm\infty
n→±∞, so their difference converges even though the individual sums don't telescope. This confirms the telescoping property was specific to the case where b−a=πb - a = \pi
b−a=π.
Now I'm reconsidering the problem: the telescoping works for intervals of length kπk\pi
kπ where kk
k is an integer, and I can show that ∫0πS(u)du=π\int_0^{\pi} S(u) du = \pi
∫0πS(u)du=π with SS
S being π\pi
π-periodic. But that alone doesn't force SS
S to be constant. However, I've also established that ∫aa+πS(u)du=π\int_a^{a+\pi} S(u) du = \pi
∫aa+πS(u)du=π holds for every value of aa
a, which is a much stronger constraint—this should be the key to proving S≡1S \equiv 1
S≡1. That means SS
S is constant! Here's why:
If ∫aa+πS(u)du=π\int_a^{a+\pi} S(u) du = \pi
∫aa+πS(u)du=π for all aa
a, differentiate with respect to aa
a:
S(a+π)−S(a)=0S(a + \pi) - S(a) = 0
S(a+π)−S(a)=0
So SS
S is π\pi
π-periodic (which we already knew). But more importantly, ∫aa+πS(u)du\int_a^{a+\pi} S(u) du
∫aa+πS(u)du being constant for all aa
a with SS
S continuous implies...
Wait, this is the same as saying ∫aa+TS(u)du=T\int_a^{a+T} S(u) du = T
∫aa+TS(u)du=T for T=πT = \pi
T=π. By differentiating: S(a+π)−S(a)=0S(a+\pi) - S(a) = 0
S(a+π)−S(a)=0. That just gives periodicity again.
But we proved this for T=πT = \pi
T=π. What about T=kπT = k\pi
T=kπ for other values of kk
k? Let me check T=2πT = 2\pi
T=2π using the telescoping sum approach with h0h_0
h0. When I expand the partial sum from −N-N
−N to NN
N, I need to be careful about how the indices shift when I change the interval length. When N→∞N \to \infty
N→∞, the boundary terms at −N−2-N-2
−N−2 and −N−1-N-1
−N−1 contribute 2π/22\pi/2
2π/2 each, while the terms at N−1N-1
N−1 and NN
N contribute −π/2-\pi/2
−π/2 each, giving a net difference of 2π2\pi
2π. This confirms the integral over [a,a+2π][a, a+2\pi]
[a,a+2π] equals 2π2\pi
2π.
The cleanest approach seems to be recognizing that the transformation g(y)=y+tanyg(y) = y + \tan y
g(y)=y+tany preserves the Lebesgue measure of π\pi
π-length intervals—any interval of length π\pi
π has a preimage of total measure π\pi
π. Since S(u)S(u)
S(u) is the density function, π\pi
π-periodic, and continuous with ∫aa+πS(u)du=π\int_a^{a+\pi} S(u)du = \pi
∫aa+πS(u)du=π for all aa
a, this should pin down the periodicity and behavior of SS
S.
But wait, that integral condition alone doesn't force SS
S to be constant—I can add any function with zero integral over π\pi
π-periods, like sin(2u)\sin(2u)
sin(2u). So the telescoping argument needs reinforcement. The key is that gg
g is an odd function, so I can use the symmetry y→−yy \to -y
y→−y to extract additional constraints that rule out these oscillating perturbations. SS
S is even and π\pi
π-periodic. Since S(u)S(u)
S(u) is analytic with the sum converging nicely, maybe I should try a different approach altogether. The Weierstrass product and partial fractions decomposition might be cleaner—I know the cotangent has a standard partial fraction expansion, so I can derive the corresponding formula for csc2(z)\csc^2(z)
csc2(z).
Now I'm working with S(u)=∑nψ′(u−nπ)S(u) = \sum_n \psi'(u - n\pi)
S(u)=∑nψ′(u−nπ) where ψ\psi
ψ inverts ϕ(t)=t+tant\phi(t) = t + \tan t
ϕ(t)=t+tant on (−π/2,π/2)(-\pi/2, \pi/2)
(−π/2,π/2). Since ϕ(ψ(s))=s\phi(\psi(s)) = s
ϕ(ψ(s))=s, differentiating gives me ψ′(s)=1/(1+sec2(ψ(s)))\psi'(s) = 1/(1 + \sec^2(\psi(s)))
ψ′(s)=1/(1+sec2(ψ(s))).
Using the substitution x=ψ(s)x = \psi(s)
x=ψ(s) and the relation tanx=s−x\tan x = s - x
tanx=s−x, I can express this derivative as ψ′(s)=12+(s−ψ(s))2\psi'(s) = \frac{1}{2 + (s - \psi(s))^2}
ψ′(s)=2+(s−ψ(s))21, which is a remarkably clean form. Now I'm setting up the sum S(u)=∑n12+(u−nπ−ψ(u−nπ))2S(u) = \sum_n \frac{1}{2 + (u - n\pi - \psi(u - n\pi))^2}
S(u)=∑n2+(u−nπ−ψ(u−nπ))21 to see where this leads.
Since ψ(t)+tan(ψ(t))=t\psi(t) + \tan(\psi(t)) = t
ψ(t)+tan(ψ(t))=t, the argument simplifies to tan(ψ(u−nπ))\tan(\psi(u - n\pi))
tan(ψ(u−nπ)), so I'm really looking at ∑n12+tan2(xn)\sum_n \frac{1}{2 + \tan^2(x_n)}
∑n2+tan2(xn)1 where xn=ψ(u−nπ)x_n = \psi(u - n\pi)
xn=ψ(u−nπ). Using the identity 2+tan2x=1+sec2x2 + \tan^2 x = 1 + \sec^2 x
2+tan2x=1+sec2x, I'm back to the original form, which suggests I need to approach this from a completely different direction.
Let me try using an integral identity instead. There's a clean argument using the fact that ∫−∞∞dt(t−a)2+2=π2\int_{-\infty}^{\infty} \frac{dt}{(t-a)^2 + 2} = \frac{\pi}{\sqrt{2}}
∫−∞∞(t−a)2+2dt=2π for any aa
a, and since ψ′(s)=12+(s−ψ(s))2\psi'(s) = \frac{1}{2 + (s-\psi(s))^2}
ψ′(s)=2+(s−ψ(s))21 with s−ψ(s)=tan(ψ(s))s - \psi(s) = \tan(\psi(s))
s−ψ(s)=tan(ψ(s)), I can set up a measure-theoretic substitution argument that avoids the circular reasoning I've been stuck in.
The key is that the map g:y↦y+tanyg: y \mapsto y + \tan y
g:y↦y+tany has the property g(y+π)=g(y)+πg(y + \pi) = g(y) + \pi
g(y+π)=g(y)+π, which means the preimage of any set AA
A has the same measure as the preimage of A+πA + \pi
A+π. If I define the fundamental domain density ρ(u)=h0′(u)\rho(u) = h_0'(u)
ρ(u)=h0′(u) from just the first branch, then the total density is S(u)=∑nρ(u−nπ)S(u) = \sum_n \rho(u - n\pi)
S(u)=∑nρ(u−nπ), and using the relation hn(u)=h0(u−nπ)+nπh_n(u) = h_0(u - n\pi) + n\pi
hn(u)=h0(u−nπ)+nπ, I should be able to show this sums to 1.
Since ρ\rho
ρ is smooth, positive, decays like 1/t21/t^2
1/t2 at infinity, and integrates to π\pi
π over the real line, the π\pi
π-periodic sum S(u)S(u)
S(u) is also smooth and positive with average value 1. To finish the proof that S≡1S \equiv 1
S≡1, I'm working through an expression involving the tangent function...
Now I'm recognizing that the yny_n
yn values are the solutions to g(y)=ug(y) = u
g(y)=u where g(y)=y+tan(y)g(y) = y + \tan(y)
g(y)=y+tan(y), and I can rewrite the sum in terms of these solutions. Setting vn=tan(yn)v_n = \tan(y_n)
vn=tan(yn) gives me a cleaner relationship where yn=u−vny_n = u - v_n
yn=u−vn.
The vnv_n
vn values satisfy v=tan(u−v)v = \tan(u - v)
v=tan(u−v), which can be rewritten as v=u−mπ−arctan(v)v = u - m\pi - \arctan(v)
v=u−mπ−arctan(v) for integer values of mm
m. This is getting circular though, so I think the Poisson summation approach or a direct real Fourier series argument would be cleaner here.
Actually, the most straightforward self-contained proof might just use periodicity and telescoping to show S≡1S \equiv 1
S≡1. Let me outline the key steps: first establish that SS
S is π\pi
π-periodic and continuous, then compute its Fourier coefficients using Poisson summation in real form to verify the result. The telescoping argument only works for T=kπT = k\pi
T=kπ, and extending it to irrational multiples seems difficult. If I could show SS
S has two incommensurable periods, then continuity would force it to be constant, but that's hard to establish directly. I think the cleanest approach is to use Poisson summation, which gives a real-analysis proof without needing complex methods. Lebesgue measure (in the pushforward sense), using the specific structure of gg
g.
Let me try yet another thing. The Eisenstein approach?
Actually, I think this is related to the classical result that ∑n1(u−nπ)2+1=sinh(2)[cosh(2)−cos(2u)]\sum_n \frac{1}{(u-n\pi)^2 + 1} = \frac{\sinh(2)}{[\cosh(2) - \cos(2u)]}
∑n(u−nπ)2+11=[cosh(2)−cos(2u)]sinh(2) or something like that. These are known to be computable.
Hmm. Let me just give the Poisson summation proof, which is a standard real-analysis technique.
Proof via Poisson summation:
S(u)=∑nψ′(u−nπ)S(u) = \sum_n \psi'(u - n\pi)
S(u)=∑nψ′(u−nπ)
By the Poisson summation formula, I can rewrite this as a Fourier series in terms of the Fourier transform of ψ′\psi'
ψ′. The key is that integration by parts relates the Fourier transform of the derivative to the Fourier transform of the original function, picking up boundary terms that vanish under suitable decay conditions.
I'm realizing the boundary terms are actually the issue here—ψ\psi
ψ doesn't decay at infinity, so I need to be more careful about how the Poisson summation applies.
Let me try a substitution: if I set t=ϕ(x)=x+tanxt = \phi(x) = x + \tan x
t=ϕ(x)=x+tanx where x∈(−π/2,π/2)x \in (-\pi/2, \pi/2)
x∈(−π/2,π/2), then dt=(1+sec2x)dxdt = (1 + \sec^2 x) dx
dt=(1+sec2x)dx, and the integral becomes ∫−π/2π/2e−2ik(x+tanx)dx\int_{-\pi/2}^{\pi/2} e^{-2ik(x + \tan x)} dx
∫−π/2π/2e−2ik(x+tanx)dx. For this to vanish for all nonzero integers kk
k, I'd need to show this oscillatory integral equals zero, which likely requires techniques from complex analysis or stationary phase arguments.
The cleanest approach seems to be using Poisson summation combined with the substitution. I'll define the periodic function S(u)=∑nψ′(u−nπ)S(u) = \sum_n \psi'(u - n\pi)
S(u)=∑nψ′(u−nπ) where ψ\psi
ψ is the inverse of ϕ\phi
ϕ, establish that it's π\pi
π-periodic and smooth, then examine its Fourier coefficients to complete the argument.
Computing the Fourier coefficients by substituting into the integral and rearranging the sum, I can show how the exponential factors and the shifted integration bounds work together to constrain what ckc_k
ck must be. } \int_{-\pi/2}^{\pi/2} e^{-2ik(x+\tan x)} dx$
For k=0k = 0
k=0: c0=1π⋅π=1c_0 = \frac{1}{\pi} \cdot \pi = 1
c0=π1⋅π=1. ✓
For k≠0k \neq 0
k=0: I need to show that ∫−π/2π/2e−2ik(x+tanx)dx=0\int_{-\pi/2}^{\pi/2} e^{-2ik(x + \tan x)} dx = 0
∫−π/2π/2e−2ik(x+tanx)dx=0. Let me factor this as e−2ikx⋅e−2iktanxe^{-2ikx} \cdot e^{-2ik\tan x}
e−2ikx⋅e−2iktanx and see if I can evaluate it directly rather than expanding into a Fourier series.
Trying integration by parts with u=x+tanxu = x + \tan x
u=x+tanx doesn't help since that just cycles back. Let me reconsider the approach—maybe I can rewrite the integrand to isolate a derivative, though the algebra is getting messy with the sec2x\sec^2 x
sec2x terms appearing. Applying integration by parts, the boundary term vanishes at x=±π/2x = \pm\pi/2
x=±π/2 since 1/(1+sec2x)→01/(1+\sec^2 x) \to 0
1/(1+sec2x)→0 while the exponential stays bounded, leaving me with an integral involving the derivative of 1/(1+sec2x)1/(1+\sec^2 x)
1/(1+sec2x).
Computing this derivative gives −2sinxcosx(cos2x+1)2\frac{-2\sin x \cos x}{(\cos^2 x + 1)^2}
(cos2x+1)2−2sinxcosx, which is bounded and vanishes at the endpoints, so the remaining integral decays as O(1/k)O(1/k)
O(1/k). Repeating integration by parts iteratively yields Ik=O(1/km)I_k = O(1/k^m)
Ik=O(1/km) for any mm
m, though this still doesn't establish the full result.
The exact vanishing of IkI_k
Ik for nonzero integers really does seem to require complex analysis and contour deformation. So while Poisson summation reduces the problem to computing IkI_k
Ik, that final step is most naturally handled via residues. But there might be a real-variable approach using a different strategy altogether—maybe something involving generating functions or the roots of the underlying function.
Let me try a symmetry-based approach instead. Since x+tanxx + \tan x
x+tanx is an odd function, IkI_k
Ik is real and I can write it purely in terms of cosines. If I substitute x+tanx=tx + \tan x = t
x+tanx=t, I get an integral over all reals with a specific weight, but this substitution just shifts the problem rather than solving it cleanly.
A cleaner path is to use the substitution s=tanxs = \tan x
s=tanx, which transforms the integral to ∫−∞∞cos(2k(arctans+s))1+s2ds\int_{-\infty}^{\infty} \frac{\cos(2k(\arctan s + s))}{1+s^2} ds
∫−∞∞1+s2cos(2k(arctans+s))ds. Now I can expand the cosine of a sum using the angle addition formula, splitting it into two integrals involving cos(2karctans)\cos(2k\arctan s)
cos(2karctans) and sin(2karctans)\sin(2k\arctan s)
sin(2karctans) multiplied by cos(2ks)\cos(2ks)
cos(2ks) and sin(2ks)\sin(2ks)
sin(2ks) respectively.
The key insight is that these trigonometric functions of arctangent are actually rational functions—they're related to Chebyshev polynomials. For instance, cos(2arctans)=1−s21+s2\cos(2\arctan s) = \frac{1-s^2}{1+s^2}
cos(2arctans)=1+s21−s2 and sin(2arctans)=2s1+s2\sin(2\arctan s) = \frac{2s}{1+s^2}
sin(2arctans)=1+s22s. Let me work out the specific case k=1k=1
k=1 by substituting these rational expressions into the integral.
Now I'm simplifying the numerator by recognizing it as the real part of a complex expression: (1−s2)cos(2s)−2ssin(2s)=Re[(1−is)2e−2is](1-s^2)\cos(2s) - 2s\sin(2s) = \text{Re}[(1-is)^2 e^{-2is}]
(1−s2)cos(2s)−2ssin(2s)=Re[(1−is)2e−2is], which should help evaluate this integral over the denominator (1+s2)2(1+s^2)^2
(1+s2)2. I'm trying to evaluate this integral using substitution, but it's pulling me back into complex analysis territory. The substitution w=1+isw = 1+is
w=1+is leads to a form that really needs the residue theorem to handle properly. I realize now that while Poisson summation gives us a real-variable framework to reduce the problem, the actual computation of Ik=0I_k = 0
Ik=0 fundamentally requires complex-analytic techniques—there's no way around it. Let me shift to presenting the Poisson summation approach as the main strategy.
Actually, let me just compute I1I_1
I1 directly by trying to recognize it as a derivative. The integrand is (1−s2)cos(2s)−2ssin(2s)(1+s2)2\frac{(1-s^2)\cos(2s) - 2s\sin(2s)}{(1+s^2)^2}
(1+s2)2(1−s2)cos(2s)−2ssin(2s), and I'm wondering if this is the derivative of something like sin(2s)1+s2\frac{\sin(2s)}{1+s^2}
1+s2sin(2s). Taking that derivative gives me 2cos(2s)(1+s2)−2ssin(2s)(1+s2)2\frac{2\cos(2s)(1+s^2) - 2s\sin(2s)}{(1+s^2)^2}
(1+s2)22cos(2s)(1+s2)−2ssin(2s), which is close but not quite matching.
Let me rearrange: I can isolate the 2ssin(2s)(1+s2)2\frac{2s\sin(2s)}{(1+s^2)^2}
(1+s2)22ssin(2s) term and express it in terms of the derivative I just computed, then split I1I_1
I1 into parts that I can evaluate separately using integration by parts and known integrals. I'm combining the integrals to get 2∫cos(2s)(1+s2)2ds−3∫cos(2s)1+s2ds2\int\frac{\cos(2s)}{(1+s^2)^2}ds - 3\int\frac{\cos(2s)}{1+s^2}ds
2∫(1+s2)2cos(2s)ds−3∫1+s2cos(2s)ds, then applying the standard result that ∫−∞∞cos(as)1+s2ds=πe−∣a∣\int_{-\infty}^{\infty}\frac{\cos(as)}{1+s^2}ds = \pi e^{-|a|}
∫−∞∞1+s2cos(as)ds=πe−∣a∣ to evaluate the second integral with a=2a = 2
a=2.
For the first integral, I'm using the formula ∫−∞∞cos(as)(1+s2)2ds=π2(1+∣a∣)e−∣a∣\int_{-\infty}^{\infty}\frac{\cos(as)}{(1+s^2)^2}ds = \frac{\pi}{2}(1+|a|)e^{-|a|}
∫−∞∞(1+s2)2cos(as)ds=2π(1+∣a∣)e−∣a∣, which gives 3π2e−2\frac{3\pi}{2}e^{-2}
23πe−2 when a=2a = 2
a=2. Substituting both results: I1=2⋅3π2e−2−3πe−2=0I_1 = 2 \cdot \frac{3\pi}{2}e^{-2} - 3\pi e^{-2} = 0
I1=2⋅23πe−2−3πe−2=0.
Now I'm thinking about how to derive or verify those standard integral formulas for ∫cos(as)/(1+s2)nds\int \cos(as)/(1+s^2)^n ds
∫cos(as)/(1+s2)nds.
For the general case with arbitrary kk
k, the trigonometric expressions cos(2karctans)\cos(2k\arctan s)
cos(2karctans) and sin(2karctans)\sin(2k\arctan s)
sin(2karctans) can be expressed as rational functions using Chebyshev-like identities—they're the real and imaginary parts of (1−is)2k/(1+s2)k(1-is)^{2k}/(1+s^2)^k
(1−is)2k/(1+s2)k. This means IkI_k
Ik reduces to integrals of rational functions times cosines, all computable through standard real analysis techniques, and the terms ultimately cancel out. I'm simplifying the integrand by expressing it in terms of the real part of a complex exponential, then recognizing that (1+is)2k(1+is)^{2k}
(1+is)2k can be written as [(1+is)2]k[(1+is)^2]^k
[(1+is)2]k and working toward a form involving (1+s2)k+1(1+s^2)^{k+1}
(1+s2)k+1 in the denominator. Now I need to evaluate IkI_k
Ik by taking the real part of an integral involving (1+is)k−1(1+is)^{k-1}
(1+is)k−1 and (1−is)k+1(1-is)^{k+1}
(1−is)k+1 with an exponential factor. Direct real methods seem intractable for general kk
k, but I can leverage a known result about integrals of the form ∫−∞∞e−ias(1−is)nds\int_{-\infty}^{\infty}\frac{e^{-ias}}{(1-is)^n}ds
∫−∞∞(1−is)ne−iasds, which relates to inverse Laplace transforms and can be proven inductively.
By expanding (1+is)k−1(1+is)^{k-1}
(1+is)k−1 as a binomial series and using differentiation on the known formula, I can reduce the problem to a combination of standard integrals. For k≥1k \geq 1
k≥1, all terms involve e−2ke^{-2k}
e−2k times polynomials, and the specific coefficients from the binomial expansion cause complete cancellation, yielding Ik=0I_k = 0
Ik=0. Now I should write this up cleanly.
Natürlich besteht der Verdacht, dass solche Selbstgespräche nur Fake sind – wenn auch eher nur bei einfach lösbaren Aufgaben. Allerdings gilt das ebenso für die immer so gepriesenen Denkvorgänge von Menschen. Am Rande ein Shout-out für diese Überschrift: Therefore I am. I Think.
Zum Schluss noch Sachen, an denen KI immer noch scheitert: Einen Scan von handgeschriebenen, mehrstimmigen Chornoten für Lilypond aufzubereiten, resultiert mit ChatGPT 5.4 in Kuddelmuddel; mit Claude Opus 4.6 ist das Ergebnis mit einigem manuellen Aufwand zu retten, aber na ja. (Ich kann Vorlage und Ergebnisse hier nicht posten, weil ich sonst Stress mit der Komponistin bekomme.) Und sehr lustig ist, wenn Claude mangels malerischer Kompetenzen anfängt, ein Bild zu zeichnen – als SVG. Dann frage ich mich immer, ob die KI denn nun echt keine Augen im Kopf hat!
Kommentar vom 2026-04-04, 09:05
@mdrabe.de hat interessiert, wie der Google KI-Modus mit der Aufgabe umgeht. Hier das Ergebnis:
https://share.google/aimode/KnLpPd5YkomjUEq8m
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