#lrm — Public Fediverse posts

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Suffering Without Perpetrators: The Humanitarian Passive in AI-Generated Conflict Discourse

Focusing on Palestine, Iran, and platform moderation, it defines responsibility loss as the measurable weakening of grammatical traceability between harm and responsible agency.

🔗https://zenodo.org/records/20139961

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #lawstodon
#tech #agustinvstartari #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Protocol as Prescription: Governance Gaps in Automated Medical Policy Drafting

This article examines how health policy texts drafted with large language models can detach legal responsibility from the formal circuit of governance.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5561339

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Protocol as Prescription: Governance Gaps in Automated Medical Policy Drafting

This article examines how health policy texts drafted with large language models can detach legal responsibility from the formal circuit of governance.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5561339

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article - Time Without a Clock: Future-Admissibility as the Source of Temporal Direction

We argue that temporal direction does not require an external clock or a privileged first instant.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6203838

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article - Time Without a Clock: Future-Admissibility as the Source of Temporal Direction

We argue that temporal direction does not require an external clock or a privileged first instant.

🔗https://zenodo.org/records/18552401

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article -From Prompts to Power: How Users Can Enforce Rules on AI Systems

This article introduces the concept of authoritarian personalism in user–AI governance by form.

🔗https://hackernoon.com/from-prompts-to-power-how-users-can-enforce-rules-on-ai-systems

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article -From Prompts to Power: How Users Can Enforce Rules on AI Systems

This article introduces the concept of authoritarian personalism in user–AI governance by form.

🔗https://hackernoon.com/from-prompts-to-power-how-users-can-enforce-rules-on-ai-systems

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article -From Prompts to Power: How Users Can Enforce Rules on AI Systems

This article introduces the concept of authoritarian personalism in user–AI governance by form.

🔗https://hackernoon.com/from-prompts-to-power-how-users-can-enforce-rules-on-ai-systems

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article - Time Without a Clock: Future-Admissibility as the Source of Temporal Direction

We argue that temporal direction does not require an external clock or a privileged first instant. Time is the parameter that maximizes joint

🔗https://zenodo.org/records/18552401

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article - Time Without a Clock: Future-Admissibility as the Source of Temporal Direction

We argue that temporal direction does not require an external clock or a privileged first instant.
🔗https://zenodo.org/records/18552401

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5735124

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article -Foundation-model governance pathways: from preference models to operative rules

Current research on foundation model alignment concentrates on preference optimization and reward model design.

🔗https://zenodo.org/records/17533075

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article Making ChatGPT Follow Orders: Simple, Deterministic Constraints

In today's academic landscape, most generative outputs resemble a recursive plagiarism of lesser-known papers, recycled endlessly without genuine authorship.

🔗https://hackernoon.com/making-chatgpt-follow-orders-simple-deterministic-constraints

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article Making ChatGPT Follow Orders: Simple, Deterministic Constraints

In today's academic landscape, most generative outputs resemble a recursive plagiarism of lesser-known papers, recycled endlessly without genuine authorship.

🔗https://hackernoon.com/making-chatgpt-follow-orders-simple-deterministic-constraints

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

🚨 New Article Real-Time Detection of Authority-Bearing Constructions Under Strict Causal Masking

This defines a benchmark for real-time detection of authority-bearing constructions under strict causal masking, where models access only left context.

🔗https://zenodo.org/records/17465070

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

🚨 New Article Designing Accountability: Ethical Frameworks for Reintroducing Responsibility in Executable Governance

🔗https://www.academia.edu/143916496/Designing_Accountability_Ethical_Frameworks_for_Reintroducing_Responsibility_in_Executable_Governance
🔗https://papers.ssrn.com/abstract=5475367
🔗https://zenodo.org/records/17106808

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI #SyntacticSovereignty

🚨 New Article -Wall Street Grammar: How the Way CEOs Speak Moves Billions Before You Notice

A new study shows that sentence structure, not sentiment, can predict price, volume, and regulatory risk.

🔗https://hackernoon.com/wall-street-grammar-how-the-way-ceos-speak-moves-billions-before-you-notice

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM
#ClinicalAAI

«Тупой ИИ» с нами надолго. Почему в новых моделях больше галлюцинаций

В последние несколько месяцев ведущие модели обновились с функцией «рассуждений» (reasoning). Предполагалось, что качество ответов улучшится. Но последующие тесты показали, что уровень галлюцинаций сильно вырос . И это не какая-то случайная недоработка разработчиков, а фундаментальное свойство. Сейчас становится очевидным, что от галлюцинаций мы не избавимся никогда .

https://habr.com/ru/companies/ruvds/articles/920924/

#ruvds_статьи #LLM #галлюцинации #языковые_модели #дезинформация #функция_рассуждения #LRM #рассуждающие_модели #Claude_37_Sonnet #DeepSeekR1 #антропоморфизация #ChainofThought

The educator panic over AI is real, and rational.
I've been there myself. The difference is I moved past denial to a more pragmatic question: since AI regulation seems unlikely (with both camps refusing to engage), how do we actually work with these systems?

The "AI will kill critical thinking" crowd has a point, but they're missing context.
Critical reasoning wasn't exactly thriving before AI arrived: just look around. The real question isn't whether AI threatens thinking skills, but whether we can leverage it the same way we leverage other cognitive tools.

We don't hunt our own food or walk everywhere anymore.
We use supermarkets and cars. Most of us Google instead of visiting libraries. Each tool trade-off changed how we think and what skills matter. AI is the next step in this progression, if we're smart about it.

The key is learning to think with AI rather than being replaced by it.
That means understanding both its capabilities and our irreplaceable human advantages.

1/3

#AI #Education #FutureOfEducation #AIinEducation #LLM #ChatGPT #Claude #EdAI #CriticalThinking #CognitiveScience #Metacognition #HigherOrderThinking #Reasoning #Vygotsky #Hutchins #Sweller #LearningScience #EducationalPsychology #SocialLearning #TechforGood #EticalAI #AILiteracy #PromptEngineering #AISkills #DigitalLiteracy #FutureSkills #LRM #AIResearch #AILimitations #SystemsThinking #AIEvaluation #MentalModels #LifelongLearning #AIEthics #HumanCenteredAI #DigitalTransformation #AIRegulation #ResponsibleAI #Philosophy

AI isn't going anywhere. Time to get strategic:
Instead of mourning lost critical thinking skills, let's build on them through cognitive delegation—using AI as a thinking partner, not a replacement.

This isn't some Silicon Valley fantasy:
Three decades of cognitive research already mapped out how this works:

Cognitive Load Theory:
Our brains can only juggle so much at once. Let AI handle the grunt work while you focus on making meaningful connections.

Distributed Cognition:
Naval crews don't navigate with individual genius—they spread thinking across people, instruments, and procedures. AI becomes another crew member in your cognitive system.

Zone of Proximal Development
We learn best with expert guidance bridging what we can't quite do alone. AI can serve as that "more knowledgeable other" (though it's still early days).
The table below shows what this looks like in practice:

2/3

#AI #Education #FutureOfEducation #AIinEducation #LLM #ChatGPT #Claude #EdAI #CriticalThinking #CognitiveScience #Metacognition #HigherOrderThinking #Reasoning #Vygotsky #Hutchins #Sweller #LearningScience #EducationalPsychology #SocialLearning #TechforGood #EticalAI #AILiteracy #PromptEngineering #AISkills #DigitalLiteracy #FutureSkills #LRM #AIResearch #AILimitations #SystemsThinking #AIEvaluation #MentalModels #LifelongLearning #AIEthics #HumanCenteredAI #DigitalTransformation #AIRegulation #ResponsibleAI #Philosophy