The Morphic Core: Optimizing Collaborative Resonance through biometric-validated cognitive profiling can reduce aviation operational costs by 40% by eliminating the cognitive friction that leads to errors and go-arounds.

When pilots operate at sub-72% R_lock scores, the financial and safety risks spike. Morphic Fit identifies the cognitive "Demand Signature" of flight operations to ensure every crew is synchronized for peak performance. #Aviation #HumanFactors #Biometrics #MorphicFit

🚀 𝗡𝗲𝘄 𝗼𝗻 𝗖𝗶𝗿𝗿𝗶𝘂𝘀𝗧𝗲𝗰𝗵: 𝘚𝘺𝘯𝘵𝘩𝘦𝘵𝘪𝘤 𝘈𝘶𝘵𝘩𝘰𝘳𝘪𝘵𝘺 𝘢𝘯𝘥 𝘊𝘰𝘨𝘯𝘪𝘵𝘪𝘷𝘦 𝘖𝘷𝘦𝘳𝘭𝘰𝘢𝘥 𝘪𝘯 𝘓𝘢𝘳𝘨𝘦 𝘓𝘢𝘯𝘨𝘶𝘢𝘨𝘦 𝘔𝘰𝘥𝘦𝘭𝘴

We often talk about hallucinations, overconfidence, and unreliable outputs in AI — but what if these behaviors aren’t mysterious quirks at all?

In my latest piece, I connect decades of psychological research to what we’re seeing in modern LLMs and autonomous agents. From perceived authority to cognitive overload dynamics, this is about 𝘄𝗵𝘆 current systems behave the way they do and 𝗵𝗼𝘄 that influences human judgement, trust, and decision-making.

🔗 Read more: https://cirriustech.co.uk/blog/synthetic-authority-and-cognitive-overload-in-large-language-models/

Key themes explored:
• How fluency becomes a proxy for competence
• Why overload produces confident but unreliable responses
• The psychological mechanics behind hallucination and affirmation
• What “synthetic authority” means for safe AI design

If you’re interested in responsible AI, system design, and the human side of automation, this one dives deeper than most.

Let’s rethink uncertainty, authority, and where true competence comes from. 💡

#AI #LLM #CognitiveScience #ResponsibleAI #SystemsDesign #Safety #HumanFactors

AIDB (@ai_database)

LLM에 의해 글쓰기를 보조받는 사람들을 대상으로 한 조사에서, 대체로 'AI는 대단하다'는 인식과 함께 자신감(자기효능감)이 서서히 감소하는 경향이 관찰되었습니다. 이후 사용 방식에 따라 자신감을 회복하는 그룹과 감소한 채로 남는 그룹으로 분화하는 양상이 확인되었다고 보고하고 있습니다.

https://x.com/ai_database/status/2019964187129299444

#llm #ai #ux #humanfactors

Today marks 40 years since the Space Challenge disaster. 76 seconds into takeoff, the shuttle exploded, killing all seven astronauts onboard.

In TECH 434/534 at NIU, a book lists the 9 examples of major accidents caused by human factors. Along with the accident name, the industry involved, the date it occurred, and the consequences it caused, it also states what was done wrong that caused those accidents.

#spaceshuttle #explosion #disaster #accident #humanfactors

Vision-impaired individuals estimate the arrival time of approaching vehicles surprisingly accurately: New international research shows how people with age-related #MacularDegeneration use visual and auditory cues to judge the arrival time of approaching vehicles 👉 https://press.uni-mainz.de/vision-impaired-individuals-estimate-the-arrival-time-of-approaching-vehicles-surprisingly-accurately/

#AMD #HumanFactors #VirtualReality #psychology #simulation #traffic

Menschen mit #Sehverlust schätzen Ankunftszeit herannahender Fahrzeuge überraschend genau ein: Neue internationale Forschung zeigt, wie Menschen mit altersbedingter #Makuladegeneration visuelle und auditive Hinweise nutzen, um die Ankunftszeit herannahender Fahrzeuge einzuschätzen 👉 https://presse.uni-mainz.de/menschen-mit-sehverlust-schaetzen-ankunftszeit-herannahender-fahrzeuge-ueberraschend-genau-ein/

#AMD #HumanFactors #Wahrnehmung #VirtualReality #Psychologie #Simulation #Verkehrssimulation