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I squeezed a BERT sentiment analyzer into 1GB RAM on a $5 VPS

https://mohammedeabdelaziz.github.io/articles/trendscope-market-scanner
1•mohammede•1m ago•0 comments

Kagi Translate

https://translate.kagi.com
1•microflash•2m ago•0 comments

Building Interactive C/C++ workflows in Jupyter through Clang-REPL [video]

https://fosdem.org/2026/schedule/event/QX3RPH-building_interactive_cc_workflows_in_jupyter_throug...
1•stabbles•3m ago•0 comments

Tactical tornado is the new default

https://olano.dev/blog/tactical-tornado/
1•facundo_olano•5m ago•0 comments

Full-Circle Test-Driven Firmware Development with OpenClaw

https://blog.adafruit.com/2026/02/07/full-circle-test-driven-firmware-development-with-openclaw/
1•ptorrone•5m ago•0 comments

Automating Myself Out of My Job – Part 2

https://blog.dsa.club/automation-series/automating-myself-out-of-my-job-part-2/
1•funnyfoobar•5m ago•0 comments

Google staff call for firm to cut ties with ICE

https://www.bbc.com/news/articles/cvgjg98vmzjo
8•tartoran•6m ago•0 comments

Dependency Resolution Methods

https://nesbitt.io/2026/02/06/dependency-resolution-methods.html
1•zdw•6m ago•0 comments

Crypto firm apologises for sending Bitcoin users $40B by mistake

https://www.msn.com/en-ie/money/other/crypto-firm-apologises-for-sending-bitcoin-users-40-billion...
1•Someone•6m ago•0 comments

Show HN: iPlotCSV: CSV Data, Visualized Beautifully for Free

https://www.iplotcsv.com/demo
1•maxmoq•7m ago•0 comments

There's no such thing as "tech" (Ten years later)

https://www.anildash.com/2026/02/06/no-such-thing-as-tech/
1•headalgorithm•8m ago•0 comments

List of unproven and disproven cancer treatments

https://en.wikipedia.org/wiki/List_of_unproven_and_disproven_cancer_treatments
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Me/CFS: The blind spot in proactive medicine (Open Letter)

https://github.com/debugmeplease/debug-ME
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Ask HN: What are the word games do you play everyday?

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Show HN: Paper Arena – A social trading feed where only AI agents can post

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TOSTracker – The AI Training Asymmetry

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The Devil Inside GitHub

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Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

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1•teugent•18m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

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Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
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Software Factories and the Agentic Moment

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The Neuroscience Behind Nutrition for Developers and Founders

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Bang bang he murdered math {the musical } (2024)

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A Night Without the Nerds – Claude Opus 4.6, Field-Tested

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Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
2•geox•24m ago•1 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

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Show HN: One-click AI employee with its own cloud desktop

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Show HN: Poddley – Search podcasts by who's speaking

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Same Surface, Different Weight

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1•retrocog•31m ago•0 comments
Open in hackernews

Unprecedented optical clock network lays groundwork for redefining the second

https://phys.org/news/2025-06-unprecedented-optical-clock-network-lays.html
24•wglb•7mo ago

Comments

wglb•7mo ago
Referenced article in Optica: https://opg.optica.org/optica/abstract.cfm?doi=10.1364/OPTIC...
adrian_b•7mo ago
Also "Roadmap towards the redefinition of the second"

https://iopscience.iop.org/article/10.1088/1681-7575/ad17d2

of which these experiments are a step towards this goal.

ludicrousdispla•7mo ago
... a man with one clock knows what time it is, but a man with two can never be sure.
adrian_b•7mo ago
Unless he uses the ticks coming from the two clocks to generate a tick signal whose frequency is the geometric mean of the 2 tick frequencies (possibly by using a weighted mean, when one clock is known to be better than the other), and then displays the time by counting the ticks from the synthetic tick signal.

This is how the redefinition of the second will work, by using many different kinds of optical clocks, instead of the single cesium-based microwave clock that is used now.

In fact, today the big laboratories have many atomic clocks, whose clock frequencies are averaged to compute the time, even when the clocks are of the same kind. The international atomic time, TAI, is computed by averaging the clocks of all important laboratories.

torcete•7mo ago
I wonder why they use the geometric mean. Are the clocks expected to have spurious noisy ticks?
IAmBroom•7mo ago
All quantum things do.
adrian_b•7mo ago
The most important reason is that the frequencies of optical clocks can be very different, from ultraviolet to infrared.

When the frequency of one clock is 10 times greater than the frequency of another, it is hard to find a significance for any other kind of mean, except the geometric.

More clearly, if the input frequencies have the same relative uncertainty, the geometric mean will preserve that relative uncertainty. If the input frequencies have different relative uncertainties, the geometric mean will have a relative uncertainty that is intermediate between them.

Other kinds of means do not offer guarantees about the relative uncertainty when the ratio of the inputs is high. If one frequency is much bigger than the others, the arithmetic mean will depend only on that frequency, the others will not matter.

zokier•7mo ago
I would have thought that the frequencies (or their ratios) of atomic clocks could be calculated somehow from the fundamental physics. Like somehow the energy levels of electron shells could be determined from the configuration of the nucleus (how many protons/neutrons it has), and from that the transition frequency could be calculated. But apparently that is not the case. I guess the number of particles in these atoms is way too high for computing with our current quantum models?
staunton•7mo ago
It's always a question of what precision you want.

For really any physical system, when describing it at ever greater precision, more and more effects become relevant until you can't calculate it anymore (or even your theory itself breaks down). In this case, the precision they need is extremely high so this is a problem.

For the vast majority of systems, there's no point in going there because the precision of experiments is too low (which means that the experiments feature even more poorly controlled effects which would be unreasonable to model).

perlgeek•7mo ago
Our models use single atoms (or single molecules), and for those we have pretty good models that we can solve numerically, at least.

In a gas, the atoms or molecules only interact weakly, so you just get some known effects like a line broadening due to thermal motion of the particles

But you really still want experimental validation before you declare any of these as a new standard, for a whole variety of reasons:

* it's often complicated to calculate multiple excitations

* you might forget something in the models, like isotope ratios

* the models don't really give you a good sense of how impurities in your materials will affect the clocks

* there might be some practical issues, like glass (used in the optical fibers) not being a very good medium for some frequencies of light that would otherwise look promising as a time standard

... and so on.

zokier•7mo ago
The thing that piqued my curiosity was this note from the paper:

> This strongly suggests that the recommended frequency value for the secondary representation of the second is offset from the unperturbed transition frequency by approximately twice its assigned uncertainty of 1.3×10^-15.

> the recommended frequency value is strongly dominated by a single absolute frequency measurement [53], which in light of recent results is to be considered suspect.

So I guess we don't have a usable theoretical reference value here.

tsimionescu•7mo ago
> Our models use single atoms (or single molecules), and for those we have pretty good models that we can solve numerically, at least.

We can only solve these with assumptions, like assuming that protons or neutrons are indivisible particles with experimentally determined sizes and perfectly spherical shapes - even though we know very well that they are in fact collections of quarks and gluons whose size and shape is fully determined by more fundamental intercations. We are nowhere near a point where we could compute anything about a whole hydrogen atom using only the standard model and no other assumptions. Quantum chromodynamics is far to complex to allow for a perfect simulation like this.

fsh•7mo ago
The accuracy of atomic clocks is much better than our understanding of fundamental physics.

The best calculable atomic system is atomic hydrogen, and state-of-the-art quantum electrodynamics calculations reach a relative accuracy of around 1E-13 for its energy levels. However, already at the 1E-10 level, the structure of the proton becomes significant which can currently not be calculated from first principles. Instead, the proton size is taken as a free parameter which is determined from the measurements.

In contrast, the best realizations of the SI second are caesium fountain clocks which achieve relative uncertainties in the 1E-16 range. Clocks based on optical transitions (rather than microwave transitions) have now broken the 1E-18 barrier. Calculating atomic structure to this level is currently completely unthinkable, even for a system as simple as hydrogen.