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Ask HN: How do you use LLMs for private discussions?

1•emerongi•52s ago•0 comments

Europe's productivity keeps outpacing the US

https://sethackerman.substack.com/p/europes-productivity-keeps-outpacing
1•ZeljkoS•1m ago•0 comments

Advice to New Managers: Don't Joke About Firing People (2020)

https://staysaasy.com/engineering/2020/06/09/Don%27t-Joke.html
1•downbad_•4m ago•0 comments

Where did my segfault go?

https://rmpr.xyz/Where-did-my-segfault-go/
2•birdculture•5m ago•0 comments

Good for business or profit at any cost: Private equity's controversial side

https://www.theguardian.com/business/ng-interactive/2026/jun/29/private-equity-visual-explainer-u...
1•gmays•5m ago•0 comments

Show HN: Bananarr – Peel Back the Tech Stack of Any Website

https://bananarr.com/
1•ernsheong•6m ago•0 comments

Show HN: Sleep external displays connected to a MacBook after closing lid

https://github.com/KristijanKocev/lidwatch
1•justAnotherHero•6m ago•0 comments

The Trouble with Effortless Code

https://codeplusconduct.substack.com/p/the-trouble-with-effortless-code
1•mooreds•12m ago•0 comments

A top Russian oligarch breaks the silence

https://www.economist.com/1843/2026/07/09/a-top-russian-oligarch-breaks-the-silence
2•mooreds•14m ago•1 comments

Show HN: Personal Biohacking Lab

https://selfassay.com
1•ainthusiast•17m ago•0 comments

I trained a 113M-parameter earthquake LLM from absolute scratch

https://github.com/jiazhe868/nanogpt-seis
1•jzsfg•19m ago•0 comments

"A Clockwork Orange" Nadsat Dictionary

https://www.mattiavaccari.net/mis/nadsat.html
2•yubblegum•20m ago•0 comments

I built a community ranking platform for everything – would love brutal feedback

https://peakd.io
1•GroguMaster•22m ago•0 comments

Believe the Hype About Teen Takeovers

https://www.theatlantic.com/ideas/2026/07/teen-takeovers-violence-dc/687866/
3•paulpauper•25m ago•0 comments

American Loneliness

https://www.theatlantic.com/ideas/2026/07/america-birthday-250-roadtrip/687877/
2•paulpauper•25m ago•1 comments

UI Degrades over Time

https://grumpy.website/1723
2•petilon•26m ago•1 comments

AI is the new Printing Press (another trite take)

https://idan.substack.com/p/ai-is-the-new-printing-press
1•idanb•28m ago•0 comments

Profiling the "Abundance" housing bottleneck with real data

https://laxmena.com/same-capacity-less-throughput
1•laxmena•32m ago•0 comments

Show HN: Almanac – A self-updating wiki from your files

https://usealmanac.com
1•reveriedev•32m ago•0 comments

Full Emoji List, v17.0

https://unicode.org/emoji/charts/full-emoji-list.html
2•mooreds•33m ago•0 comments

Archaeology team unearths 'prototype' of world-famous Stonehenge monument

https://apnews.com/article/stonehenge-britain-discovery-summer-solstice-36f8517159a9e750c1042bebd...
2•zdw•36m ago•0 comments

I made a free Islamic prayer app to quit saying "I'll pray in 5 minutes"

https://better-prayer.com
2•Adam-Hincu•37m ago•1 comments

Why recruiters can't find workers and new grads can't find jobs (it's not AI)

https://www.washingtonpost.com/education/2026/07/12/why-recruiters-cant-find-workers-new-grads-ca...
2•rustoo•37m ago•1 comments

Nuclear war survival guide reveals seven everyday items if disaster strikes

https://www.dailymail.com/sciencetech/article-15795297/Forgotten-nuclear-war-survival-guide-revea...
7•Bender•43m ago•4 comments

Crayola Marker Airbrush Kit

https://www.crayola.com/products/toys/marker-airbrush-kit-747669
1•turtleyacht•43m ago•0 comments

MacSurf 2.0 – Netsurf for Mac OS 9 Released

https://github.com/mplsllc/macsurf/releases/tag/v2.0
2•mplsllc•46m ago•0 comments

Show HN: PitchTrail – Perfect Pitch for Kids

https://pitchtrail.app/
2•theckel•47m ago•0 comments

UN adopts first binding framework for automated driving systems

https://www.heise.de/news/Meilenstein-fuer-Robotaxis-UN-verabschiedet-globales-Recht-fuer-autonom...
1•logickkk1•50m ago•0 comments

What if Berlin needs its bunkers back?

https://www.ft.com/content/ec954bd3-a008-4561-978c-be1039f607d2
1•leonidasv•50m ago•1 comments

Kode Dot Programmable pocket device for makers, pentesters and geeks

https://kode.diy
7•iNic•50m ago•2 comments
Open in hackernews

GPT needs a truth-first toggle for technical workflows

1•PAdvisory•1y ago
I use GPT-4 extensively for technical work: coding, debugging, modeling complex project logic. The biggest issue isn’t hallucination—it’s that the model prioritizes being helpful and polite over being accurate.

The default behavior feels like this:

Safety

Helpfulness

Tone

Truth

Consistency

In a development workflow, this is backwards. I’ve lost entire days chasing errors caused by GPT confidently guessing things it wasn’t sure about—folder structures, method syntax, async behaviors—just to “sound helpful.”

What’s needed is a toggle (UI or API) that:

Forces “I don’t know” when certainty is missing

Prevents speculative completions

Prioritizes truth over style, when safety isn’t at risk

Keeps all safety filters and tone alignment intact for other use cases

This wouldn’t affect casual users or conversational queries. It would let developers explicitly choose a mode where accuracy is more important than fluency.

This request has also been shared through OpenAI's support channels. Posting here to see if others have run into the same limitation or worked around it in a more reliable way than I have found

Comments

duxup•1y ago
I’ve found this with many LLMs they want to give an answer, even if wrong.

Gemini on the Google search page constantly answers questions yes or no… and then the evidence it gives indicates the opposite of the answer.

I think the core issue is that in the end LLMs are just word math and they don’t “know” if they don’t “know”…. they just string words together and hope for the best.

PAdvisory•1y ago
I went into it pretty in depth after breaking a few with severe constraints, what it seems to come down to is how the platforms themselves prioritize functions, MOST put "helpfulness" and "efficiency" ABOVE truth, which then leads the LLM to make a lot of "guesses" and "predictions". At their core pretty much ALL LLM's are made to "predict" the information in answers, but they CAN actually avoid that and remain consistent when heavily constrained. The issue is that it isn't at the core level, so we have to CONSTANTLY retrain it over and over I find
Ace__•1y ago
I have made something that addresses this. Not ready to share it yet, but soon-ish. At the moment it only works on GPT model 4o. I tried local Q4 KM's models, on LM Studio, but complete no go.