AI can now outreason PhDs, outsearch analysts, and outlisten humans — here’s what’s quietly changing the game #118
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NVIDIA Just Leveled Up RAG for Enterprises
NVIDIA’s new NeMo Retriever delivers 15x faster PDF data extraction, 50% better accuracy, and 35x more efficient storage — setting a new standard for enterprise-grade Retrieval-Augmented Generation (RAG). The Llama 3.2 NeMo Retriever Multimodal Embedding 1B model, with just 1.6B parameters, powers high-performance vision-language RAG at scale.
Now on Hugging Face and NVIDIA’s developer portal — this changes the game for anyone building production-ready RAG systems. Explore: build.nvidia.com/retrieval
OpenAI’s New “Math Monster” Just Outreasoned Claude and Gemini
o3-pro is OpenAI’s most advanced reasoning model — and it just beat Claude 4 Opus and Gemini 2.5 Pro in head-to-head science and math benchmarks.
Built for logic-first tasks: coding, data analysis, academic writing, and more
Wins: 66.7% in personal writing, 64.9% in scientific analysis, and 62.7% in coding vs o3
Tops Gemini in AIME (math) and Claude in GPQA (PhD-level science)
Now replaces o1-pro in ChatGPT Pro/Team; also available via API
Slower, but smarter — designed for users who value accuracy over speed
TL;DR: OpenAI is splitting its lineup: GPT-4o for fast, flashy tasks — o3-pro for serious thinking. This is the model researchers and analysts have been waiting for. (Source)
Genius Without a Face: Why the Smartest AI Still Can’t See
OpenAI’s o3 model just scored 135 on a Mensa IQ test—officially “genius” level. But the shocker? Every top-scoring model was text-only. The newest vision-capable AIs performed worse than the human average.
o3 leads the IQ chart (135), followed by Claude-4 Sonnet (127) and Gemini 2.0 (126)
Vision models like GPT-4o and Grok-3 Think scored as low as 60–63
Visual input ≠ deeper reasoning (yet) — logic still favors text-only architectures
OpenAI dominates the leaderboard with multiple entries in the top 10
Structured problem-solving remains a blind spot for multimodal AI
TL;DR: Multimodal AI may impress in demos, but for IQ-level thinking, text still wins. Genius AI? Yes. But it still can’t see straight. (Source)
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Voice AI Is Quietly Taking Over — $47.5B Market by 2034
While flashy "AI-first" rollouts stumble, Voice AI is booming where it counts—in hospitals, call centers, and multilingual workflows.
From 2024 to 2034, the market is set to grow from $2.4B to $47.5B, driven by real-world ROI: 50–60% time savings on transcription and seamless support in noisy, high-stakes environments.
Forget chatty assistants—voice is becoming the backend OS for global business. The tech isn’t loud, but it’s everywhere.
TL;DR: The next big AI wave won’t talk at you—it’ll listen, think, and handle the boring stuff. (Source)
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Video of the Week
Why Most AI Apps Suck — And How to Fix Them
Pete Koomen (Optimizely co-founder) says we’re building AI apps the wrong way — using old logic for new tech. Here’s what he reveals in this talk:
Most apps treat LLMs like APIs, not partners
True AI-native design = dynamic flows, not static UIs
The UX must adapt to user intent — not predict it
You need new design patterns to unlock real AI value
TL;DR: Great AI needs more than prompts. It needs product thinking from the ground up. ▶️ Watch the talk
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Headlines you should know
How generative AI is affecting people’s minds - Psychology experts have many concerns about the potential impact of AI on the human mind, raising questions about its long-term effects... Read more
How Do You Teach Computer Science in the A.I. Era? - Universities across the country are scrambling to understand the implications of generative A.I.'s transformation of technology... Read more
Using generative AI to help dog owners make smarter health decisions - A new initiative aims to leverage generative AI to assist dog owners in making informed health choices for their pets... Read more
The Alters Developer Confirms It Used Generative AI Text and Translations, Promises Updates - The developer of "The Alters" acknowledges the use of generative AI for text and translations, vowing to improve transparency... Read more
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