Quantum Steering
In 1935 Einstein, Podolsky and Rosen wrote down a maximally entangled pair and noticed something that unsettled them: depending on which observable Alice chooses to measure on her half, Bob's half is left in one of two incompatible families of eigenstates — as if Alice could reach across space and decide, after the fact, what kind of state Bob holds. Schrödinger, replying that same year, gave the effect its name — Steuerung, steering — and called it "the characteristic trait of quantum mechanics." For seven decades it stayed a piece of foundational folklore, vivid but informal, overshadowed by Bell's sharper theorem about nonlocality. Then in 2007 Wiseman, Jones and Doherty turned Schrödinger's intuition into a precise operational task, and steering became a resource — a third member of a strict hierarchy that runs entanglement ⊃ steering ⊃ Bell nonlocality. The object that carries the whole theory is the assemblage, the collection of unnormalized conditional states that Bob is left holding after Alice announces outcome for measurement setting . A state is unsteerable if every assemblage Alice can produce is explainable by a mundane local-hidden-state (LHS) model: Bob was secretly holding one of a fixed catalogue of states all along, and Alice's black box merely tells him which. Steering is the demonstrable impossibility of that story. What makes steering distinctive is an asymmetry of trust. Bob owns a fully calibrated quantum lab and writes down genuine density operators; Alice is an uncharacterized black box that only emits classical labels. Steering is exactly the correlation we can certify when we trust one side — it is the native resource of one-sided device-independent protocols, and it is the only member of the trio that is directional: a state can be steerable from Alice to Bob yet provably not the other way. Best of all, deciding steerability is a semidefinite program, which makes it computationally sharper than either of its neighbours.
- Quantum steering, named by Schrödinger in 1935, is Alice's ability to remotely shape the conditional ensemble on Bob's half of an entangled state by her choice of measurement — with no signal ever sent.
- It is formalized through the assemblage , Bob's subnormalized conditional states; a state is steerable exactly when no local-hidden-state (LHS) model reproduces that assemblage.
- Steering sits strictly between entanglement and Bell nonlocality: every steerable state is entangled and every Bell-nonlocal state is steerable, but both inclusions are strict.
- Steering is one-sided device-independent — only Bob's apparatus is trusted — and, uniquely, directional: a state can steer A→B but not B→A (one-way steering).
- Deciding unsteerability is a semidefinite feasibility program; steering inequalities are its dual hyperplanes, and violation certifies one-sided device-independent quantum key distribution.
- No-signalling is automatic: is independent of , so Alice controls only the decomposition of a fixed , never itself.
- Key idea: steering is the failure of Bob's assemblage to be reproduced by any local hidden state model — a directional, one-sided device-independent resource lying strictly between entanglement and Bell nonlocality.
Steering is the failure of Bob's conditional-state assemblage to be reproducible by any local hidden state model ; it is a directional, one-sided device-independent resource lying strictly between entanglement and Bell nonlocality.
Where this lives today
Steering has moved from a footnote in the EPR debate to a working tool in the quantum-network toolbox. Its flagship application is one-sided device-independent quantum key distribution: because a steering inequality bounds an eavesdropper's information while trusting only the receiver's detectors, it delivers security under a realistic asymmetry — a well-characterized server talking to a client whose hardware it cannot vouch for — and tolerates substantially more noise than fully device-independent QKD. Experimentally, EPR steering has been demonstrated across more than a kilometre of optical fibre, with many measurement settings closing the detection-efficiency loophole one-sidedly, and with continuous-variable light where the Reid criterion on conditional quadrature variances, , is the working witness. The 2012 realization of genuine one-way steering — a Gaussian state steerable from Alice to Bob but provably not back — turned the directionality from theorem into laboratory fact. On the theory side, steering is now a full resource theory: robustness and steering weight are computed by off-the-shelf semidefinite solvers, and the equivalence between steering and measurement incompatibility has become a two-way street for certifying quantum devices. The open frontiers — the exact POVM steering threshold, steering in networks with independent sources, and self-testing from steering — keep it a live subject.
The physical picture
Hold the archetypal Bell pair in mind. Bob's reduced state is the maximally mixed — the dead centre of the Bloch sphere, carrying no bias in any direction. Yet the instant Alice measures and announces her outcome, Bob's qubit collapses to a pure state on the surface. If Alice measured , Bob is steered to a pole, or ; if she measured , he is steered to the equator, or . Same fixed , two utterly different pure-state decompositions — and Alice picks which one after the pair has separated. The first figure draws this carving.
Now ask the operational question that turns a curiosity into a resource. Could a sceptic explain Alice's carvings without any spooky action — by insisting that Bob's qubit was already in some definite hidden state drawn from a fixed catalogue, and that Alice's box merely reports a hint about which one? That is a local-hidden-state model. When such a model exists, the state is unsteerable and no quantum magic is needed; when no catalogue can reproduce all of Alice's carvings at once, the state is steerable. This is a strictly one-sided test: Bob writes down real density operators because he trusts his lab, while Alice's box is never trusted at all. The second figure places steering in its family — the Werner state makes the whole hierarchy quantitative on a single axis.
The trust asymmetry is the conceptual heart, and it explains why steering is directional. Entanglement is a property of the density operator, symmetric under swapping the labels A and B. Bell nonlocality treats both boxes as black, again symmetric. But steering forces the steering party to defeat every LHS model living on the other party's Hilbert space — and that task depends on the steered party's reduced state and on the incompatibility of the steering party's effective measurements. For an asymmetric state those differ between the two directions, so the LHS problem can be solvable one way and unsolvable the other. That is one-way steering, a phenomenon with no analogue in either neighbour.
The core equations
Everything starts with what Bob actually holds. When Alice applies a POVM element and reports her outcome , Bob's conditional state is obtained by tracing Alice out — but left unnormalized, so that its trace records how often that outcome occurs. The full list over all and is the assemblage, and it is the complete data of a steering experiment.
where: — the shared bipartite state; — Alice's POVM element for outcome at setting , with ; — Bob's subnormalized conditional state; — the probability Alice reports . Reading: the normalized state Bob would reconstruct is , but keeping the weight attached is what lets the assemblage encode both which states appear and how likely they are. The sceptic's alternative — the story with no steering — is the local-hidden-state model. A single classical variable is drawn; it fixes a pre-existing state that Bob genuinely holds, and it feeds Alice's box a response function that fabricates her statistics without ever touching Bob's system.
where: — classical hidden variable with distribution ; — Alice's stochastic response function, the "black box"; — the pre-assigned hidden state on Bob's side. Reading: a state is unsteerable from A to B exactly when a model of the form (2) reproduces the whole assemblage; steering is the certified non-existence of any such . Two constraints define which collections are physically legal in the first place, and the second of them is precisely no-signalling. It is the reason steering can never carry a message: summing an assemblage over Alice's outcomes must return the same operator whatever setting she chose.
where: — every conditional operator is positive; — Bob's reduced state, independent of Alice's setting . Reading: Alice controls only the decomposition of the fixed ; she cannot move itself, so no protocol built on steering transmits information. Any LHS model automatically satisfies (3), because collapses the -dependence. To turn steering into an experiment we need a witness computed from measured numbers. The simplest is the two-setting linear steering inequality, which uses just two of Bob's trusted, mutually unbiased Pauli observables. Its local-hidden-state bound is ; quantum mechanics on a Bell pair reaches .
where: — Alice's black-box outcome for setting ; — Bob's trusted orthogonal Pauli observables (e.g. and ), measured on the conditional states; — the LHS ceiling. Reading: a measured certifies steering with Alice's device left entirely uncharacterized. (The four-term CHSH combination is not a steering witness at : its LHS value already reaches , so only its Tsirelson-level violation above signals anything.) Two settings are weak; adding more of Bob's directions tightens the test. The -setting linear steering inequalities of Cavalcanti, Jones, Wiseman and Reid average correlators against a shrinking bound , and only the continuum of all directions recovers the true projective threshold.
where: — trusted Pauli directions on Bob's side; — the LHS bound, decreasing from at toward as . Reading: for the Werner state , so settings detect only , settings reach , and the full sphere pins the exact projective threshold . For a quantitative resource measure rather than a yes/no witness, mix the assemblage with noise until steering just disappears; the least noise needed is the steering robustness, a convex program that is zero exactly for unsteerable assemblages.
where: — steering robustness; — an arbitrary noise assemblage; — mixing weight. Reading: steerable, and is computed exactly by a semidefinite program whose dual is an optimal steering inequality — this SDP tractability is what makes steering sharper to certify than entanglement or nonlocality in general. The payoff is cryptographic. Because a steering witness bounds an eavesdropper's knowledge while trusting only Bob's detectors, it yields a positive key rate in one-sided device-independent QKD, sitting between full device independence (no trust, lowest rates) and standard QKD (full trust).
where: — asymptotic secret-key rate; — quantum bit-error rate in basis ; — binary Shannon entropy; — Eve's information, upper-bounded by the certified steering. Reading: a demonstrated steering inequality violation is enough to lower-bound even if Alice's box was manufactured by the adversary.
The goal is to reproduce, in modern assemblage language, the exact argument that started the subject: that measuring Alice's qubit in two different bases prepares two incompatible pure-state ensembles on Bob, that no single fixed catalogue of pre-existing states can reproduce both at once, and that despite this remote shaping Bob's reduced state never moves — so nothing is signalled. We take the maximally entangled state and steer it two ways.
Step 1. Steer in the basis. Project Alice onto , : since , Bob's assemblage elements are and , each with weight . Why: the perfect correlation of means Alice's outcome pins Bob to the matching pole — Bob's conditional states are the eigenstates.
Step 2. Steer in the basis. Writing gives , so now and . The reduced state is unchanged, , but the pure-state decomposition is completely different. Why: is basis-invariant up to conjugation, so it correlates with just as it correlates with — Alice's choice selects which decomposition of the same is revealed.
Step 3. Show the two ensembles have no common hidden catalogue. A single LHS model would demand one fixed ensemble from which both the -conditional states and the -conditional states arise as post-selections. But is a nontrivial superposition of the eigenstates, not a coarse-graining of them; the four steered states are extreme points of two mutually unbiased bases with no shared refinement. Why: pre-existing states cannot be simultaneously sharp in two complementary bases, so no catalogue Bob "already held" can wear both faces on demand.
Step 4. Confirm the SDP is infeasible and the state is steerable. Feasibility (2) with deterministic responses would require positive operators solving for both settings simultaneously; because the target conditional states are rank-one projectors onto complementary bases, no such positive exists, and the linear program returns infeasible. Hence is steerable, exactly as Schrödinger concluded. Why: infeasibility of the LHS SDP is the rigorous, computable stand-in for Schrödinger's verbal claim that Alice "controls" Bob's catalogue. *Verified: reduced state is -independent (no-signalling holds), while the - and -conditional ensembles are complementary and share no LHS catalogue — reproducing Schrödinger's 1935 conclusion.*
Go deeper · Derivation B · 2 minThe local-hidden-state model for the Werner state at V = 1/2
Go deeper · Derivation C · 1 minThe local-hidden-state bound of the two-setting steering inequality
Limiting cases
For the two-qubit Werner state , the three resources separate cleanly along the single visibility axis :
| Case | Result | Meaning |
|---|---|---|
| Separable | below the PPT threshold the state is separable, hence trivially unsteerable and Bell-local — no quantum correlation to certify | |
| Entangled, unsteerable | entangled (Peres–Horodecki) yet the explicit Wiseman–Jones–Doherty hidden-state model reproduces every projective assemblage — steering is strictly stronger than entanglement | |
| Steerable, Bell-local | no LHS model survives (steerable) but the CHSH value (Bell-local) — nonlocality is strictly stronger than steering | |
| Bell nonlocal | CHSH value : all three resources present at once, the fully quantum regime | |
| POVM steering | allowing general POVMs on Alice's side lowers the steering threshold slightly below ; the canonical value is for projective measurements |
Worked examples
1 · Placing a Werner state in the hierarchy (fully worked)
Take the Werner state at visibility . Is it entangled? Steerable? Bell-nonlocal? And how many measurement settings does Bob need to certify the steering with a linear inequality?
Step 1. Entanglement. The Peres–Horodecki threshold is . Since , the state is entangled. Concretely, the partial transpose of has minimum eigenvalue , so PPT fails and entanglement is confirmed.
Step 2. Steerability. The exact projective steering threshold is . Since , the state is steerable — no local-hidden-state model can reproduce all of its projective assemblages.
Step 3. Certifying it with a linear inequality. For the Werner state each aligned correlator is , so the -setting functional gives . Compare against : with two settings , and — two settings fail to detect it. With three mutually unbiased settings , and — three settings succeed. So Bob needs at least a three-measurement steering inequality; the two-setting test is simply too blunt for a state this close to the boundary.
Step 4. Bell nonlocality. The optimal CHSH value is . Since , the state is Bell-local — no CHSH violation is possible. Verdict: is entangled and steerable but Bell-local, living squarely in the gap ; it is certified steerable by a 3-setting inequality but not a 2-setting one.
2 · Certifying steering from raw data
Bob measures his trusted Pauli observables and on the states heralded by Alice's two black-box settings and estimates the correlators and . Is steering certified? What happens if depolarizing noise drops each correlator to ?
Step 1. Form the two-setting witness .
Step 2. Compare to the local-hidden-state bound . Since , steering is certified — and crucially, this conclusion trusts only Bob's calibration of and ; Alice's box could be anything, even adversarial. The certified margin is .
Step 3. Now the noisy case: . Since , this particular inequality does not certify steering. The state may still be steerable — a three-setting inequality (bound on the summed form) or the full LHS-SDP could still catch it — but the two-setting test has run out of power. The lesson mirrors Example 1: a failed linear inequality is inconclusive, never a proof of unsteerability.
Physics of the portrait
Steering is the rare piece of quantum theory that carried a suggestive name for seventy years before anyone made it rigorous. The word, and the unease behind it, belong to Schrödinger — writing in the immediate aftermath of the EPR paper, in the same burst of work that gave us the cat.
Origins · 1 minErwin Schrödinger and how this was discovered
Erwin Schrödinger built wave mechanics in 1926 and spent the next decade as one of quantum theory's most penetrating critics. When Einstein, Podolsky and Rosen published their 1935 argument that quantum mechanics must be incomplete, Schrödinger answered with two papers in the Proceedings of the Cambridge Philosophical Society that named the two ideas at the heart of the debate. One introduced Verschränkung — entanglement — as "not one but rather the characteristic trait of quantum mechanics." The other introduced Steuerung, steering: his observation that by choosing her measurement, a distant experimenter can remotely "pilot" or "steer" the conditional state of a system she can no longer touch, disposing over its ensemble "at her mercy in spite of her having no access to it." Schrödinger found this so troubling that he doubted nature would permit it over large separations — modern experiments steer across kilometres of fibre and prove him wrong on that point, but right that he had isolated something new. His steering sat dormant until 2007, when Wiseman, Jones and Doherty recast it as a one-sided device-independent task with a semidefinite-programming backbone, and the word he coined became the name of a quantitative resource.
Going further
Texts. Nielsen & Chuang, Quantum Computation and Quantum Information, §2.4–2.5 (density operators, ensembles) and Ch. 12 (Bell/EPR) · Watrous, The Theory of Quantum Information, Ch. 6 (separability and measurements) · Wilde, Quantum Information Theory, Ch. 4 · Preskill, Lecture Notes on Quantum Computation, Ch. 4 (density operators and the GHJW theorem). Reviews: Cavalcanti & Skrzypczyk, Rep. Prog. Phys. 80, 024001 (2017); Uola, Costa, Nguyen & Gühne, Rev. Mod. Phys. 92, 015001 (2020).
Provenance. A verifier should reproduce: (1) the Werner thresholds (entanglement, Peres–Horodecki), (projective steering, Wiseman–Jones–Doherty 2007), (CHSH via the value , Tsirelson); (2) the hemispherical identity , hence the LHS-model match at exactly ; (3) the no-signalling sum from any LHS model; (4) the two-setting steering bound with quantum maximum , and the fact that the four-term CHSH combination instead has LHS value and so is not a steering witness at ; (5) the CJWR -setting bounds , , . Original sources: Schrödinger, Proc. Camb. Phil. Soc. 31, 555 (1935); EPR, Phys. Rev. 47, 777 (1935); Wiseman, Jones & Doherty, Phys. Rev. Lett. 98, 140402 (2007); Cavalcanti, Jones, Wiseman & Reid, Phys. Rev. A 80, 032112 (2009). The POVM steering value (Hirsch et al./Nguyen et al.) is quoted as approximate; the exact projective value is .
Prerequisites. Bell States and EPR Pairs · Separable versus Entangled States · Schmidt Decomposition · Bell's Theorem and Local Hidden Variables · CHSH Inequality and Its Quantum Violation. Leads to. Nonlocality and the No-Signalling Principle · Tsirelson's Bound · Entanglement Witnesses.
Ask the tutor: ask me to walk you through the Wiseman–Jones–Doherty hemisphere model line by line, or to show exactly why a three-setting inequality catches the Werner state that two settings miss.
How is steering different from entanglement and from Bell nonlocality?
All three are certificates of quantum correlation, and they differ by how much you trust the devices. Entanglement is a property of the density operator, certified by full tomography with both devices trusted; it is symmetric in the two parties. Bell nonlocality treats both devices as uncharacterized black boxes and asks whether the input–output statistics beat every local-hidden-variable model; it too is symmetric. Steering sits between them: one device (Bob's) is trusted and characterized, the other (Alice's) is a black box. This one-sided trust makes steering strictly stronger than entanglement and strictly weaker than Bell nonlocality, and — because the roles are asymmetric — it is the only one of the three that can hold in one direction but not the other.
If Alice “steers” Bob's state, why isn't that faster-than-light signalling?
Because Alice changes nothing that Bob can detect on his own. His reduced state is , and the no-signalling condition built into any valid assemblage guarantees this is the same operator for every setting Alice might choose. So if Bob simply measures his qubit without any word from Alice, his statistics are identical whatever she did. What Alice controls is only how a fixed decomposes into conditional states — information Bob can act on solely after receiving Alice's outcome through an ordinary classical channel, which travels no faster than light. Steering shapes correlations, not marginals.
What exactly is a local-hidden-state model, and how does it differ from a hidden-variable model?
A local-hidden-variable (LHV) model — the object Bell's theorem rules out — assigns classical response functions to both parties: . A local-hidden-state (LHS) model is a hybrid: Alice still gets a classical response function , but Bob is handed a genuine quantum state that he measures with real quantum mechanics. The steering question is whether Bob's assemblage can be written . Because Bob's side is quantum and only Alice's is classical, the LHS constraint is weaker than LHV but stronger than "just entangled" — which is exactly why steering nests between nonlocality and entanglement.
Why is deciding steerability easier than deciding entanglement?
For finitely many settings and outcomes, Alice's response functions can be taken deterministic, leaving only finitely many hidden variables . The existence of an LHS model then becomes a finite-dimensional semidefinite feasibility program — find positive operators satisfying linear constraints — which is solved exactly in polynomial time, and whose dual solution is an optimal steering inequality. Deciding separability, by contrast, has no such general efficient characterization; it is NP-hard in the dimension. So even though steering is a subtler physical notion than entanglement, the one-sided structure makes it the more computationally tractable of the two.
What does “one-way steering” mean, and why can't entanglement do it?
One-way steering is a state that is steerable from Alice to Bob but provably not from Bob to Alice — the resource exists in one direction only. It is possible because steering is defined relative to which party is trusted: steering A→B means defeating every LHS model on Bob's Hilbert space, a task that depends on Bob's reduced state and on the incompatibility of Alice's effective measurements, and these generally differ from the reverse problem. Entanglement and Bell nonlocality cannot show this asymmetry because both are invariant under swapping the party labels. The first experimental one-way steering used a carefully engineered Gaussian state of light (Händchen et al., 2012), and qubit examples followed.
How many measurement settings do I actually need to detect steering?
It depends on how strong the steering is. Linear steering inequalities with settings get progressively more powerful — the Werner-state detection threshold drops from at two settings to at three and toward the true only as — so a weakly steerable state near the boundary can slip past a two-setting test yet be caught by a three- or many-setting one. A failed linear inequality is therefore never a proof of unsteerability; only the full local-hidden-state semidefinite program (or an optimal inequality drawn from its dual) settles the question definitively. In practice, experiments trade more settings for a smaller certifiable margin and closure of the detection-efficiency loophole.
Is steering related to measurement incompatibility?
Yes, and the connection is exact for the standard scenario: a bipartite state is steerable by Alice only if her measurements are incompatible (not jointly measurable), and conversely any set of incompatible measurements can steer some state. Intuitively, if Alice's measurements were jointly measurable, a single "parent" measurement would produce all her outcomes at once, and its post-measurement states would furnish a ready-made LHS catalogue for Bob — no steering. This equivalence has become a practical bridge: certifying steering certifies incompatibility one-sidedly, and results about one transfer to the other. It is one reason steering has become central to device certification rather than a foundational curiosity.