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Cognitive Technology Team
Cognitive Technology Team
Apr 30, 2025 · Artificial Intelligence

AI Claims of Human-Level Intelligence Unveiled: Reliance on Massive Rules Over True Reasoning

The article critiques AI giants’ claims of nearing human-level intelligence, highlighting research that shows current models rely on massive rule memorization rather than genuine reasoning, leading to brittleness in navigation, mathematics, and adaptability, and emphasizing the need to understand these limitations for future progress.

AI limitationsartificial intelligencelarge language models
0 likes · 8 min read
AI Claims of Human-Level Intelligence Unveiled: Reliance on Massive Rules Over True Reasoning
21CTO
21CTO
Apr 17, 2025 · Artificial Intelligence

Why Generative AI Is a Partner, Not a Threat, in Software Testing

Generative AI can boost software testing productivity when used responsibly, but its predictive nature, lack of true understanding, and tendency toward hallucinations mean human expertise, critical thinking, and supervision remain essential to ensure quality, safety, and ethical outcomes.

AI limitationsSoftware Testinghuman oversight
0 likes · 9 min read
Why Generative AI Is a Partner, Not a Threat, in Software Testing
CSS Magic
CSS Magic
Feb 20, 2024 · Artificial Intelligence

OpenAI’s Sora Video Model Is Hyped—But Here Are the Flaws OpenAI Itself Acknowledges

The article walks through OpenAI’s own admission of Sora’s shortcomings—such as unrealistic physics, misplaced spatial details, and erratic object behavior—by showcasing concrete demo failures, additional observations, and technical notes about its diffusion‑based, transformer architecture and metadata embedding.

AI limitationsOpenAISora
0 likes · 7 min read
OpenAI’s Sora Video Model Is Hyped—But Here Are the Flaws OpenAI Itself Acknowledges
21CTO
21CTO
Jan 24, 2024 · Artificial Intelligence

5 Tasks ChatGPT Still Can’t Replace for Developers

While ChatGPT excels at generating code and debugging, it falls short on legal compliance, critical statistical reasoning, stakeholder insight, truly novel problem‑solving, and ethical decision‑making, making certain developer tasks irreplaceable.

AI limitationsChatGPTcritical thinking
0 likes · 8 min read
5 Tasks ChatGPT Still Can’t Replace for Developers
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 18, 2023 · Artificial Intelligence

Are Large Language Models Really a Silver Bullet? Costs, Limits, and Alternatives

While the hype around large language models suggests they are a universal solution, this article examines their high operational costs, slow response times, unnecessary features, legal risks, and compares them with traditional NLP techniques, arguing that they are not a silver bullet but one tool among many.

AI limitationsNLPSoftware Engineering
0 likes · 9 min read
Are Large Language Models Really a Silver Bullet? Costs, Limits, and Alternatives
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
May 5, 2023 · Artificial Intelligence

Limitations of Generative Pre‑trained Transformers: Hallucinations, Memory, Planning, and Architectural Proposals

The article critically examines GPT‑4 and similar transformer models, highlighting persistent hallucinations, outdated knowledge, insufficient domain coverage, lack of planning and memory, and proposes architectural extensions inspired by fast‑slow thinking and differentiable modules to overcome these fundamental constraints.

AI limitationsGPT-4Model architecture
0 likes · 24 min read
Limitations of Generative Pre‑trained Transformers: Hallucinations, Memory, Planning, and Architectural Proposals
Tencent Cloud Developer
Tencent Cloud Developer
Mar 29, 2023 · Artificial Intelligence

GPT-4 Capabilities and Limitations: A Comprehensive Analysis

The article reviews GPT‑4’s expanded visual and coding abilities, modest arithmetic gains, and capacity to use external tools, while highlighting persistent shortcomings in planning, long‑range context, complex calculations, and societal risks such as misinformation, concluding that despite impressive advances it remains far from true artificial general intelligence.

AI capabilitiesAI limitationsArithmetic
0 likes · 14 min read
GPT-4 Capabilities and Limitations: A Comprehensive Analysis