Topic: llm limitations
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The AGI Dream: Why LLMs Aren't the Answer
Initial excitement for LLMs as a path to AGI has faded due to their inability to handle distribution shift, which prevents true reasoning and adaptation. Key events in 2025, including GPT-5's underwhelming release and endorsements from experts like Rich Sutton, highlighted the limitations of curr...
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Scaling Agentic AI: A Healthcare Revolution
Agentic AI in healthcare combines large language models with symbolic systems to enhance decision-making, improve patient outcomes, and ensure compliance with regulatory standards. A hybrid AI architecture, integrating reinforcement learning and clinical logic, reduces inaccuracies and grounds ou...
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Chatbots Spread Sanctioned Russian Propaganda
Several prominent AI chatbots, including ChatGPT and Gemini, are disseminating content from sanctioned Russian state media in responses about the Ukraine conflict, amplifying disinformation. The study found that nearly 20% of chatbot answers cited Russian state-affiliated sources, exploiting data...
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AI Medical Tools Underreport Symptoms in Women and Minorities
AI diagnostic tools frequently underreport or minimize symptoms in female, Black, and Asian patients, worsening existing health disparities. Studies show these AI systems assess identical symptoms differently based on gender or ethnicity, leading to inconsistent and less empathetic treatment reco...
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Nimble Secures $47M to Power AI Agents with Real-Time Web Data
Nimble, a startup, raised $47 million to address the challenge of unreliable web data for AI by using specialized agents to verify and structure information into queryable tables. Its platform integrates this structured data with enterprise systems like Databricks and Snowflake, enabling critical...
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Onton Secures $7.5M to Expand AI Shopping Platform Beyond Furniture
Onton has secured $7.5 million in funding to expand its AI-powered shopping platform beyond furniture into apparel and consumer electronics, following rapid growth from 50,000 to over 2 million monthly active users. The startup uses a neuro-symbolic AI architecture to avoid common LLM hallucinati...
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SEO in 2026: The Unchanging Fundamentals
Sustainable digital marketing growth relies on mastering consistent SEO fundamentals, not chasing fleeting trends, as core principles for visibility and sales remain stable despite evolving tools. While AI and new technologies offer benefits, their direct impact on search rankings is limited due ...
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Alexa Plus: Smarter, But Still Not Smart Enough
Alexa Plus introduces a conversational interface allowing natural language commands and mid-command corrections, though it still falls short of creating a fully ambient home experience. The system excels at executing multi-step commands and managing smart devices intuitively, but suffers from inc...
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Master Your Brand Story in the Age of Generative AI
Generative AI is changing how consumers discover and perceive brands, requiring consistent and accurate storytelling across all digital touchpoints to shape reliable AI-generated responses. Brands can influence AI by developing intent-driven content strategies and ensuring technical optimizations...
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Inside AMI Labs: The Startup Behind Yann LeCun's 'World Model'
AMI Labs, founded by AI scientist Yann LeCun, aims to build advanced "world models" for AI systems that reliably understand the physical world, targeting sectors like healthcare and robotics. The startup is seeking investment at a potential $3.5 billion valuation, with leadership under CEO Alex L...
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Can AI Assistants Ever Be Truly Secure?
The core vulnerability of AI assistants is prompt injection, where malicious commands hidden in processed data are indistinguishable from legitimate user instructions, creating a significant security challenge. Current defense strategies are imperfect and include specialized training to recognize...
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ChatGPT Pulse: Your Personalized Morning Briefing
ChatGPT Pulse is a new proactive feature for Pro subscribers that delivers personalized daily briefings based on user data, moving the AI from reactive to assistant-like behavior. The system uses chat history, preferences, and optional service integrations to generate ephemeral visual cards with ...
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Unlock Finance Efficiency with Generative AI
Generative AI is being adopted in finance for cash flow forecasting, liquidity management, and contract automation, with nearly one-fifth of organizations already using it despite some precision challenges. According to a Deloitte survey, 46% of CFOs plan to increase generative AI spending in the...
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Copilot Prompt Injection: Flaws or AI Limits?
A security engineer's findings on Microsoft Copilot, which Microsoft dismissed as not meeting vulnerability criteria, highlight a growing divide between vendors and independent researchers on assessing risks in generative AI platforms. The disclosed techniques, including prompt injection leading ...
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