Data and AI struggles

1,730 problems · 342 companies

LLM apps

LLMs give confidently wrong answers

20 posts from 20 people19d activeSteady, +1 this week

Posts per day

Posts per day20 posts, Sep 2 to Nov 9

The posts behind it

GitHub issuesrun-llama/llama_index · PHM-AuditOct 25

Idea: deterministic tool-call validation step for Workflows (pre-execution, model-independent)

Hi LlamaIndex team, We work on deterministic validation of AI outputs (rules/physics legality). Idea for Workflows: an optional validation step between tool-call events and actual tool execution: - a rules-based gate (allowed tools, argument bounds, resource limits) that is...

1 replies
Redditr/analytics · u/darshit_503Oct 24

Moved from GenAI work to ML/time series forecasting for a higher CTC. How do I rebuild LLM depth and move back?

Background MSc in Data Science, about 1.5 years full-time (closer to 2 with internships). GenAI experience (first year) - AI engineer intern: fine-tuned LLMs for domain-specific QA generation, worked on hallucination reduction and evaluation, fine-tuned ViT/DETR for document...

GitHub issuesmicrosoft/vscode · artificalul23sOct 17

AI assistant destroys code / Catastrophic file corruption after extended session.

It’s an absolute piece of junk; after you spend hours working on something, it ends up making a catastrophic, irreparable mistake. This is the last time I’ll ever use this garbage of yours. Does this issue occur when all extensions are disabled?: Yes Report Issue' dialog can...

1 reactions2 replies
Redditr/RAG · u/salespireOct 5

Why traditional OCR breaks on unstructured PDFs (and how to build a production pipeline for complex document parsing)

...rate spikes.. Here is the architectural pattern that actually scales when turning messy unstructured documents into reliable, enterprise-grade data pipelines:. 1. Ditch Pure Text Extraction for Hybrid Layout-Aware Parsing . Standard OCR dumps document text as a single linear...

Redditr/snowflake · u/ThePreciousJunkSep 29

Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?

...the results?. How well does it interpret business context and questions? Are you still struggling with hallucinations, incorrect joins, or misleading interpretations?. Are you building fewer Power BI dashboards because users can ask questions directly? Do you see this becoming...

Redditr/RAG · u/Early_Protection6814Sep 25

GraphRAG - which problems does it actually solve?

...Vector RAG retrieves chunks that are semantically similar to a query. That can struggle when the answer requires connecting facts spread across multiple documents. A graph gives you explicit entities and relationships that can be traversed or expanded across those connections.....

Companies and products named

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About this problem

Evidence

20 posts from 20 people in 7 places, about 2 a week over 67 days. Mostly on Hacker News comments, r/RAG, Bluesky search. Tools named alongside: Text, Snowflake, Power BI, VS Code.

Frustration Frustration 2 of 3· Seen on Hacker News, Reddit, GitHub issues, Bluesky

How it was grouped

Posts that state a pain and match the "hallucination" rule. First post Sep 2, 2026, latest Nov 7, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

The same problem elsewhere

Gemini gives confidently wrong answers

9 posts from 9 people on Reddit, GitHub issues, Hacker News.

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GitHub Copilot gives confidently wrong answers

3 posts from 3 people on Reddit, GitHub issues.

ChatGPT gives confidently wrong answers

3 posts from 3 people on Reddit, Mastodon, Stack Overflow.

Claude Code gives confidently wrong answers

3 posts from 3 people on Reddit.

GitHub gives confidently wrong answers

2 posts from 2 people on Hacker News, Reddit. Unverified.

Grok gives confidently wrong answers

2 posts from 2 people on Hacker News, Reddit. Unverified.

Model Context Protocol gives confidently wrong answers

2 posts from 2 people on GitHub issues. Unverified.

OpenAI gives confidently wrong answers

2 posts from 2 people on GitHub issues, Mastodon. Unverified.

Ollama gives confidently wrong answers

2 posts from 2 people on Reddit, GitHub issues. Unverified.

Anthropic gives confidently wrong answers

2 posts from 2 people on GitHub issues. Unverified.

Benchmark gives confidently wrong answers

2 posts from 1 person on GitHub issues. Unverified.

History

Momentum went from fading to steady.

Nov 8, 2026

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Oct 27, 2026

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Oct 12, 2026

Momentum went from rising to steady.

Oct 11, 2026

Momentum went from steady to rising.

Oct 8, 2026

Momentum went from fading to steady.

Oct 6, 2026

Momentum went from steady to fading.

Oct 2, 2026