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PHP2Shell: Exploitation Attempts and Remediation Trends

https://www.wiz.io/blog/php2shell-exploitation-so-far
132•acossta•2h ago•41 comments

Genie 4

https://deepmind.google/blog/genie-4-a-new-generation-of-world-simulation/
22•acossta•14m ago•5 comments

Python's experimental JIT to be removed

https://lwn.net/SubscriberLink/1102102/0c00e4d550f25f8c/
257•f311a•5h ago•135 comments

AI promised less work. I've never worked more

https://oioannou.com/blog/ai-promised-less-work/
525•oorestisime•5h ago•453 comments

Wikipedia's Cleanup of AI-Generated Content

https://spectrum.ieee.org/wikipedia-wikiproject-ai-writing-cleanup
248•rbanffy•5h ago•107 comments

Giving chat feedback gives Anthropic your data

https://privacy.claude.com/en/articles/7996868-is-my-data-used-for-model-training
132•jonpizza•2h ago•62 comments

Here Be Monsters: What Do You Still Need to Know When Agents Do the Work?

https://blog.adrq.dev/here-be-monsters-what-do-you-still-need-to-know-when-agents-do-the-work
80•adrq•2h ago•19 comments

Apple introduces the new 14‑inch MacBook Pro with M6

https://www.apple.com/in/newsroom/2026/10/apple-introduces-the-new-14-inch-macbook-pro-with-m6/
10•beex•11m ago•2 comments

Why Micron Is Suddenly Ditching 4F² DRAM as Rivals Double Down

https://hothardware.com/news/why-micron-is-suddenly-ditching-4f-dram
50•rbanffy•1d ago•5 comments

The US Government Is Hiding Secret Court Ruling About How It Spies on Americans

https://www.wired.com/story/the-us-government-is-hiding-a-secret-court-ruling-about-how-it-spies-...
253•helterskelter2•2h ago•62 comments

Viral Polls Are Not Representative Polls

https://kevinreuning.com/blog/polling_virality.html
30•m-hodges•1h ago•21 comments

My video has unit tests

https://pertiller.tech/blog/my-video-written-in-code/
14•Vieltrinker•1h ago•2 comments

Three new discoveries in mathematics, computer science, and physics

https://openai.com/index/building-scientific-understanding-with-academic-communities/
1069•jonluca•18h ago•611 comments

Software may be getting worse, but it used to be horrible

https://www.bitlog.com/2026/10/27/software-may-be-getting-worse-but-it-used-to-be-horrible/
220•jakevoytko•4h ago•172 comments

New iMac with M6

https://www.apple.com/imac/
132•notfried•3h ago•117 comments

The Mythical Man-Month in the Age of AI

https://j11g.com/the-mythical-man-month-in-the-age-of-ai
349•ilreb•9h ago•225 comments

A Stackless Floodfill Automaton

https://t3x.org/files/floodfill.pdf
20•andsoitis•1d ago•5 comments

Gforth 1.0

https://gforth.org/manual/1.0/NEWS.html
102•joshcsimmons•5h ago•6 comments

Anthropic trained Claude on illegally obtained Stanford professors' books

https://stanforddaily.com/2026/10/27/professors-books-pirated-to-train-claude/
34•car•51m ago•12 comments

OpenLDK: Bringing the Java World into Common Lisp

https://atgreen.github.io/repl-yell/posts/openldk-java-in-common-lisp/
11•atgreen•2d ago•0 comments

The Exponential Time Hypothesis Is False [pdf]

https://github.com/openai/math/blob/main/preprints/The-Exponential-Time-Hypothesis-is-False-Octob...
741•vok•18h ago•266 comments

Data Recovery CEO Indicted for Allegedly Scamming Ransomware Victims

https://www.propublica.org/article/zohar-pinhasi-monstercloud-ransomware-indictment
20•hn_acker•40m ago•5 comments

Roblox downloaded 145GB models from us (including adult content) without asking

https://open3dlab.com/news/roblox-downloaded-145-gb-of-models-from-our-sites/
400•choult•5h ago•230 comments

Sebastian Raschka's from-scratch video course on building reasoning models

https://magazine.sebastianraschka.com/p/building-reasoning-models
803•sgiannopoulos•1d ago•106 comments

Show HN: Specification First Agentic Development Plugin and Prove

https://spec-first.dev/
5•hleichsenring•1h ago•0 comments

188-Year-Old Mystery of Photography's First Human Subjects Solved

https://news.artnet.com/art-world/daguerre-photograph-subjects-location-2826596
35•bookofjoe•3d ago•7 comments

Oldest GUI application that still runs on Windows 11

https://blog.enlyth.com/posts/oldest-windows-gui-app-win-11/
505•enlyth•22h ago•301 comments

A $300B 'Debt Wall' Is Looming over Private-Equity Backed Companies

https://www.wsj.com/finance/investing/a-300-billion-debt-wall-is-looming-over-private-equity-back...
19•JumpCrisscross•1h ago•1 comments

Solar power is becoming bigger than nuclear

https://www.bbc.com/future/article/20261023-how-solar-became-bigger-than-nuclear
485•geox•1d ago•669 comments

Kauldron: Modular, scalable library to train ML models

https://github.com/google-research/kauldron
20•nateb2022•1d ago•2 comments
Open in hackernews

Viral Polls Are Not Representative Polls

https://kevinreuning.com/blog/polling_virality.html
30•m-hodges•1h ago

Comments

bombcar•1h ago
Almost all polls are worthless, because the decision to respond to the poll is itself a major portion of the signal.

It takes extensive work to get around that problem alone, let alone "viral" and other worthless push-polls - work that even the very best in the industry, at the highest level, can make major mistakes on.

wtch98•58m ago
Most professional pollers do a good job.

When they are 3 or 4 percentage points off they are ripped to shreds.

The polls for the recent Brazil elections were about 49% for Lula, the result was 52%, that's a 3 point difference, not a massive error margin. With brexit the polling pointed to about 52% for remain, actual result was 48%.

But those are proper polling companies, not worthless online ones.

sublinear•57m ago
> Almost all polls are worthless

Do you have one example of a poll that isn't?

Legend2440•46m ago
The only poll that matters is the one on election day.
gruez•51m ago
>Almost all polls are worthless [...] because the decision to respond to the poll is itself a major portion of the signal.

But most polls I see are from professional pollsters like Pew or YouGov? For them, correcting for this is opinion polls 101. That's why you see "representative sample". They're not just randomly polling 1000 people and taking the average. They're adjusting for a bunch of other demographic factors as well.

toomim•46m ago
And there's no clear way to adjust for the most basic factor that people who vote for one candidate are less likely to say so.

In order to account for that, you need you know how many people who are less likely to respond are voting for that candidate. And then you're back to square one.

This is why professional polls have had a consistent bias over the last few years, as this hidden unobservable factor's effect has gotten stronger and stronger.

bombcar•45m ago
And even the best pollsters, who over decades learn to correct for drift like that, get blown up by a sea-change that they didn't expect.
bombcar•46m ago
Then you're mostly looking at those who "try" - but if you look wider you'll see polls used way more often than that (think of the companies entirely built around it, customer satisfaction surveys, Facebook "polls", etc, etc).

Doing a proper poll is expensive and (frankly) most of the time is pretty predictable or you can get 90% of the results with 10% of the effort, and most times you don't actually care about the results because you're building it to get a result you want anyway.

(Interestingly enough elections themselves almost by definition have notable discrepancies to a "true" perfect sampling; but it's usually overcome by the sheer volume.)

bluegatty•28m ago
"because the decision to respond to the poll is itself a major portion of the signa"

Yes - they are aware of that.

rurp•24m ago
This is totally wrong. Accounting for partisan non-response bias is a standard part of a pollsters job, not some insurmountable gotcha. Some are better than others at this. Polls aren't oracular, nor are they claiming to be. It's almost always better to look at an average of polls rather than a single one.

There is a lot of public data on past elections that anyone can analyze and see exactly how accurate polls have been in the past. If you're expecting polls to be a perfectly accurate prediction then you are misunderstanding their purpose. What they are great at is giving a probabilistic estimate of the outcome, within a certain range.

It's likely that any key race you care about next week will end up within 4 points of the current polling average. It's extremely likely that it will end up within 8 points. That's useful information!

swipeharbor•43m ago
This filter isn't specific to polls. Anything that reaches people through reshares gets selected on how surprising or pleasing it is, so the visible sample skews toward the tails. Marketing has the same problem with screenshots of campaign results: the ones that travel are the outliers, and anyone calibrating on what they've seen shared ends up with expectations nobody can hit.

Curious whether the effect survives controlling for pollster. Some pollsters have consistent house effects and some have much bigger followings, so part of the slope could be "polls from well-known outfits get reposted more" rather than "favorable margins get reposted more".

yipinwong•41m ago
All polls are flawed. Remember last US pres election polls by CNN? Completely wrong. Why? Because they surveyed mostly left-"learing" participants.

Right and supposedly middle (this doesn't exist) media does the same.

That means we gotta find the average as you suggested.

---

Side note

> Given that Musk has absolutely destroyed the Twitter API for academic use

Why bring up Musk, when you can simply say, "Twitter lowered Academic API rate limit because ...". You sound like you need someone to blame not professional and politically motivated (yes the post is about the political poll but this shows the "bias" and his supposed poll will be biased depending on how he gathered data).

Twitter would have the same way of generating metrics for the justification as you are trying to justify the flaw in the poll outcome.

Most likely the decision is based on their internal metrics/dashboard report

kijashdkujdfhas•31m ago
In 2021 Twitter was encouraging free academic use of the API [0].

This was in line with long standing behaviors in this space [1].

Musk bought Twitter in 2022. In 2023, they began substantially restricting API access versus how it had been for years.

It is not unfair at all to look at that timeline, look at Musk's acquisition as the biggest change that had happened to the company in that timeframe, and draw a relationship.

[0] https://newsonline.library.vanderbilt.edu/2021/03/use-twitte...

[1] https://arxiv.org/abs/2404.07340

bluegatty•29m ago
These are all problematic statements.

- CNN doesn't do polling, they have firms do that

- All reputable firms try get valid results, they have professionals, they know who they are talking to and the limits. What we see in the last 2-3 weeks of the elections are the polls they want to release however, those that err in one direction or another.

- They definitely accommodate for misrepresentation samples - if more of their respondents indicate 'registered republicans' than in the general public they will adjust.

- It's very hard to measure 1) the people that are hard to reach and statistically more likely to not trust pollsters and 2) likelihood of actual voting aka enthusiasm.

- there are plenty of centrist institutions and pollsters

- It's fair to call out Elon because he's making the policies

Twitter is just a bad way to measure anything except for the Zeitgeist of Twitter readers.

dlcarrier•40m ago
Of course polls that show web unexpected lead for an individuals favorite candidate are more likely to be shared by that individual.
bluegatty•27m ago
The very nature of the term 'viral' obviously would be disqualifying or hint that something is very awry.

The entire objective of a polls is to get a probabilistic sample. That's the whole thing. Anything that deviates that ... creates problematic outcome.

tonymet•5m ago
All polls are not representative. Stated preferences are not revealed preferences. People are terrible at answering honestly. You have to surveil their behavior to understand them.
IcyWindows•43m ago
I don't see how they can adjust for the type of people not responding to polls unless they can force them to answer.
gruez•36m ago
non-response is factored in as well. https://www.pewresearch.org/methods/2026/09/16/why-many-poll...
bombcar•30m ago
Because they can correct against the election results.

If you're trying to do a scientific poll that is not about an election, it can become exponentially harder unless you can find independent ways to obtain data that helps you adjust (like home ownership, which is reported to the government).

jasonlotito•22m ago
> Remember last US pres election polls by CNN? Completely wrong.

I do. I don't remember that at all. I think you might have some odd definition of completely wrong though.

But please, by all means, share these 100% wrong polls that showed, for example, Trump having 0% chance of winning. Most of the polls I saw were fairly accurate within their margin of error and made it clear the race was tight (which, in the end, it was). And nothing I've seen has changed that, but if you have polls from CNN specifically that you can point to, by all means.