OMG, #GitHub is now a #kindergarten teacher for #AI, making sure little Johnny can't say anything without a #source. 🤦‍♂️ Does this mean #AI will finally stop hallucinating or just find more creative ways to fail? 🤔
https://github.com/grainulation/grainulator #Ethics #Verification #Hallucination #HackerNews #ngated
GitHub - grainulation/grainulator: Research that compiles.

Research that compiles. Contribute to grainulation/grainulator development by creating an account on GitHub.

GitHub
This article is adapted from The Confidence Trap, part of the "2026 Supply Chain Reckoning" series on my No Regressions newsletter. Your boss calls you on a Friday afternoon. He's read all the available data, he tells you with absolute confidence, and he's decided that migrating from Spring Boot...
#ai #codegeneration #copilot #hallucination #Java #LLM #maven #slopsquatting #softwaresecurity #supplychainsecurity
https://foojay.io/today/why-java-developers-over-trust-ai-dependency-suggestions/
Why Java Developers Over-Trust AI-Generated Code

AI coding tools sound confident even when they're wrong. Here's the psychology behind why Java developers accept bad suggestions — and habits that help.

foojay
Far-Right Religious Leaders Advising Trump See Iran as an End Times Holy War

By making the case that the war with Iran is a holy crusade, the evangelicals around the president are making it impossible to end.

The Intercept

#Agentic systems need more than prompts and model calls. They need a surrounding machinery that helps the system observe itself and improve, including logs, metrics, traces, tests, and specifications.

This post [1] gives a good rundown of the key considerations:
1. Generic quality scores like helpfulness or #hallucination are often not very useful because they do not explain what actually failed. Define narrow metrics tied to specific failure modes. (1/4)

Drew Wilson Was Right: Carney’s AI Push Leads to AI Hallucinations

Drew Wilson predicted that Mark Carney's push for AI would lead to public sector AI hallucinations. That is now happening.

https://www.freezenet.ca/drew-wilson-was-right-carneys-ai-push-leads-to-ai-hallucinations/

#News #Technology #AI #Canada #fail #hallucination #Immigration #IRCC #LLM #MarkCarney #PermanentResidence

Sleeping too long makes me see a lot of things I shouldn't see. I'm so confused, those visuals are so real but terrifying.

#sofiaflorina #ソフィアフロリナ #sleep #sleeping #sleepy #hypersomnia #toomuchsleeping #terrifying #visuals #confused #imconfused #iamconfused #hallucination #hallucinations #perception #perceptions

#AI #code often includes references to non-existent dependencies. These references are commonly called “#hallucinations”. A new type of #attack has arisen that involves an attacker registering a package whose name is frequently hallucinated. When AI code containing this #hallucination is accepted, and this dependency is installed, the attacker can ship #malicious code into the project’s build, introducing a major #security vulnerability. This type of attack has become known as “#slopsquatting”.

@matthew_d_green at 🦋 shared this wild ride:

Ask Claude about the string “ba7816bf8f01cfea414140de5dae2ec73b00361bbef0469f11ef0b01d449c8e6” When it gives you an answer: ask it to verify that this number is correct.

#LLM #Hallucination