frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

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.

Anthropic warns that it's close to RSI capability

https://techcrunch.com/2026/11/02/anthropic-warns-that-its-very-close-to-rsi-capability-aka-self-...
1•cryptoz•2m ago•0 comments

DiscImageStudio: burn visible artwork onto CDs, DVDs and Blu-ray discs

https://github.com/JiaFeiMiao-K-Cat/DiscImageStudio
1•bpierre•2m ago•0 comments

Work on GEFS (The Good Enough File System) for OpenBSD Progresses

https://www.undeadly.org/cgi?action=article;sid=20261101115637
1•swq115•4m ago•0 comments

OpenAI hires former US Army secretary as military seeks to expand AI use

https://www.ft.com/content/e6b8fd40-ef92-46e8-aeaf-f98dade55a67
2•mraniki•5m ago•0 comments

On-device and open source Whisper dictation

https://github.com/jzone3/local-flow
1•jzone3•7m ago•0 comments

California's Billionaire Tax Slips from 52% Support to 42%

https://gizmodo.com/californias-billionaire-tax-slips-from-52-support-to-42-2000834065
1•gumby•13m ago•0 comments

OpenAI considers rebranding data centers to 'AI compute campuses"

https://www.tomshardware.com/tech-industry/data-centers/openai-considers-rebranding-data-centers-...
3•fraXis•18m ago•0 comments

Show HN: HackerTV – HN's most-recommended YT videos as 24/7 TV channels

https://hackertv.org
1•dsalzman•18m ago•0 comments

Show HN: Binge watch ideas from the best people across different domains

https://www.stealbrains.com/tv
1•bebekgoreng•19m ago•0 comments

Maksym Radziwill–'The quasi-Riemann Hypothesis' [video]

https://www.youtube.com/watch?v=kYCOOyYkit8
1•pfdietz•19m ago•1 comments

We Built a Voter Education Specialist Agent That Uses Your Tax Returns

https://serendb.com/caroline-hughes
1•lewistaariq•22m ago•0 comments

Dust-shrouded Milky Way star cluster may be nearly as old as the universe

https://phys.org/news/2026-10-shrouded-milky-star-cluster-universe.html
1•wglb•23m ago•1 comments

Pando - OpenAI's alternative to Git for source control

https://twitter.com/OpenAIDevs/status/2117408792346509663
1•treyhuffine•24m ago•0 comments

Hi guys check out my YouTube native client

https://github.com/XBoom31/crossfade
1•xbum•25m ago•0 comments

Deploying robots into the real world with Tutor (a16z podcast) [video]

https://www.youtube.com/watch?v=lXkjXSul6yg
1•qrush•26m ago•0 comments

UEAS: A modern omnichannel emergency alert standard using UUIDv7 and JSON

https://github.com/itswiktoragain/Unified-Emergency-Alert-Standard/tree/main
1•propalnie15•28m ago•0 comments

Claudbar: An AI side panel for Firefox

https://addons.mozilla.org/firefox/addon/claudbar/
2•sciltomia•32m ago•0 comments

Show HN: Mealumo – log a meal's calories and macros from a photo (iOS)

https://apps.apple.com/us/app/mealumo-ai-calorie-tracker/id6811904664
1•mealumo_vlad•33m ago•0 comments

WA is losing more from Canada than shoppers

https://www.seattletimes.com/opinion/wa-is-losing-more-from-canada-than-shoppers/
6•ClearwayLaw•36m ago•1 comments

Ask HN: Who still uses EXO Labs?

1•thesnarkitecht•38m ago•0 comments

Ask HN: Are Tenstorrent cards better than Nvidia?

2•thesnarkitecht•41m ago•0 comments

U.S. Strikes Iran's Qeshm Island as Trump Talks Down War Risks

https://www.wsj.com/world/middle-east/u-s-strikes-irans-qeshm-island-as-trump-talks-down-war-risk...
8•Foxhuls•44m ago•0 comments

Goldman restricts traders and bankers from using some AI tools

https://www.moneycontrol.com/europe/?url=https://www.moneycontrol.com/news/business/goldman-restr...
3•vismit2000•45m ago•0 comments

Flight Explainer: Live charts of your Python pipelines

https://motherduck.com/blog/flight-explainer/
1•jonbaer•45m ago•0 comments

Cops bust botnet of 1.3M infected Android TV boxes

https://www.theregister.com/cyber-crime/2026/11/02/cops-bust-botnet-of-13m-infected-android-tv-bo...
3•entryleveljobsc•46m ago•1 comments

Inside Musk's plan to upend the wireless phone industry

https://www.washingtonpost.com/technology/2026/11/02/inside-elon-musks-plan-upend-wireless-phone-...
3•bookofjoe•47m ago•1 comments

Show HN: Project Wisteria-A BYOK chatbot that saves thoughts and memory locally

https://negativeabsence.com/wisteria/
1•NegativeAbsence•47m ago•1 comments

Quitting jobs: The two-week notice is dying. Maybe it should

https://slate.com/life/2026/11/jobs-job-work-quit-two-weeks-notice.html
2•tekdude•49m ago•0 comments

Blades CSS v3.1.0 released – a modern drop‑in successor to Pico CSS

2•anydigital•52m ago•0 comments

Speridlabs/Idol · Hugging Face

https://huggingface.co/speridlabs/idol
2•yukim198•54m ago•0 comments