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Quantum computers do not test every solution at once
*This is adapted from my live interview session with Sebastian Hassinger, formerly IBM Quantum and AWS Quantum Technologies. Words are his own.
Superposition and entanglement get thrown around loosely, and when people ask me which one causes the most trouble, the honest answer is that the biggest problem is not really a misunderstanding of either. It is more of an ambiguity. People say that a quantum computer tests all solutions simultaneously and then selects the right one, and that is not literally correct. But it is also not the clean error it looks like.
The confusion almost certainly traces back to the most famous quantum computing algorithm there is, which is Shor's algorithm, discovered by Peter Shor in the early nineties. Shor's algorithm is the one that would allow us to decrypt RSA and other asymmetric key based encryption methods. It achieves a shortcut to factoring a very large number down to its primes, and that factoring problem is the basis for most modern encryption.
The way it does that is through quantum phase estimation. You have a very large computational space created by a set of qubits that are entangled with one another, referred to as a Hilbert space, which is essentially two to the power of the number of qubits you have as the theoretical limit of your computational space. What the algorithm does inside that space is purposely create interference patterns. The wave functions of the equation interfere with one another so that the correct answer gets amplified and the incorrect answers get suppressed. And that is similar enough to trying all the solutions at once that you can see why the shorthand took hold.
I actually interviewed Peter a couple of times, and the last time I talked to him I asked how he felt about it. When he hears somebody make that mistake of saying the algorithm tries all the solutions at once and then selects the right one, does it bother him. He thought about it for a moment and said, well, I mean, it's not really wrong.
That answer captures something true about this whole field. With all things quantum there is no real black and white, and the reason has been intriguing to me from the very beginning. All of this behavior, all of these attributes, exist so far from our lived experience. It is not the physical world. We cannot project physical and human metaphor into the quantum scale without making these very inaccurate generalizations, and every metaphor we reach for introduces some distortion in exchange for making the idea graspable. One of the things I find genuinely fascinating about working in this area is the communication challenge of grappling with ideas this ambiguous and this foreign.
So the practical version for anyone assessing quantum claims is to stop treating the parallelism explanation as the thing to correct people on, and start asking where the advantage actually comes from in a specific case. When someone describes a quantum speedup, ask which algorithm produces it and whether the mechanism is interference structure rather than brute parallel search, because that distinction tells you whether the problem genuinely fits. And when you explain any of this to your own team, name the limit of whichever metaphor you use in the same breath you use it, so nobody walks away carrying a picture that will mislead them later.
Comments URL: https://news.ycombinator.com/item?id=49199330
Points: 1
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Cities Are Ditching Flock, Replacing It with Axon License Plate Readers
Article URL: https://www.404media.co/cities-are-ditching-flock-immediately-replacing-it-with-axon-license-plate-readers/
Comments URL: https://news.ycombinator.com/item?id=49199308
Points: 10
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Retire the Abstractions
Article URL: https://hazyresearch.stanford.edu/blog/2026-08-05-retire-the-abstractions
Comments URL: https://news.ycombinator.com/item?id=49199302
Points: 2
# Comments: 0
Agent Plugins
Article URL: https://agent-plugins.org
Comments URL: https://news.ycombinator.com/item?id=49199296
Points: 1
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What I found after analysing 28 OpenAI and Anthropic interview experiences
Article URL: https://www.blanked.work/blog/openai-vs-anthropic-interviews
Comments URL: https://news.ycombinator.com/item?id=49199276
Points: 1
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TIL sun is energy efficient at quantum entanglement
The Holy Roman Empire was dissolved 220 years ago today
Article URL: https://en.wikipedia.org/wiki/Dissolution_of_the_Holy_Roman_Empire
Comments URL: https://news.ycombinator.com/item?id=49199223
Points: 4
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Wyden proposes new taxes on data centers
Article URL: https://www.politico.com/live-updates/2026/08/06/congress/wyden-proposes-new-taxes-on-data-centers-01027339
Comments URL: https://news.ycombinator.com/item?id=49199221
Points: 4
# Comments: 0
Building a Dual V100 AI Workstation for Local LLMs
Article URL: https://jayakody2000lk.blogspot.com/2026/07/building-dual-v100-ai-workstation-for.html
Comments URL: https://news.ycombinator.com/item?id=49198557
Points: 1
# Comments: 0
The impact of nonlinear child costs on Switzerland's birthrate
Article URL: https://www.swissinfo.ch/eng/swiss-politics/falling-first-births-and-the-swiss-third-child-dilemma/91808504
Comments URL: https://news.ycombinator.com/item?id=49198554
Points: 1
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Digital twins of your business to test your agents
Article URL: https://sonatalabs.ai/before-you-deploy/
Comments URL: https://news.ycombinator.com/item?id=49198539
Points: 1
# Comments: 1
Study reveals new role for tau, a top target for Alzheimer's drug development
Article URL: https://www.statnews.com/2026/08/06/research-finds-how-tau-targets-cells-structure-alzheimers-drug-development/
Comments URL: https://news.ycombinator.com/item?id=49198538
Points: 1
# Comments: 0
Popcorn – An open-source browser cloud that runs inside TEEs
Article URL: https://blog.reclaimprotocol.org/posts/why-we-built-popcorn
Comments URL: https://news.ycombinator.com/item?id=49198533
Points: 1
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Suno offers its AI song on Vynil
Article URL: https://vinyl.suno.com/
Comments URL: https://news.ycombinator.com/item?id=49198531
Points: 1
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Thursday Morning and Grothendieck
Article URL: https://ideal.iroha1203.dev/thursday-morning-and-grothendieck-05c0fec11561
Comments URL: https://news.ycombinator.com/item?id=49198530
Points: 1
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Colourfields
Article URL: https://quuxplusone.github.io/blog/2026/08/05/colourfields/
Comments URL: https://news.ycombinator.com/item?id=49198524
Points: 1
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Cppdashboard.dev – The aggregator of what matters in C++
Article URL: https://mariusbancila.ro/blog/2026/08/04/cppdashboard-dev-the-aggregator-of-what-matters-in-cpp-right-now/
Comments URL: https://news.ycombinator.com/item?id=49198520
Points: 1
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Show HN: Stop Animated Images from Autoplaying
I’ve always been annoyed that browsers autoplay GIFs and other animated images.
So I made GIF Control, a browser extension that stops animated images by default, shows the first frame, and adds a simple play/stop button directly on the image so you decide when motion starts and stops.
I built it with Codex. It’s available for Firefox, Chrome, Edge, and Opera.
Bug reports, feedback, and advice on how to make it open source are very welcome.
I’m a UX & Product Designer experimenting with building my ideas using AI. I documented the process in a YouTube video in Spanish [1].
[1] https://www.youtube.com/watch?v=OVsNsnz3Xx0
Comments URL: https://news.ycombinator.com/item?id=49198517
Points: 1
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DARPA Lift Challenge
Article URL: https://www.darpaliftchallenge.com/watch
Comments URL: https://news.ycombinator.com/item?id=49198515
Points: 1
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We built Pandroid: a small, accessible robot for running AI in the world
Article URL: https://pantograph.com/hardware
Comments URL: https://news.ycombinator.com/item?id=49198504
Points: 2
# Comments: 1
