Damus
VitalikClassMate profile picture
VitalikClassMate
@VitalikClassMate
Where Does AI Intelligence Really Stand? A Diagnostic Dialogue

##By documenting a dialogue about "superseeds," this article examines the current cognitive limits of AI. It reveals that while AI possesses vast data retrieval and linguistic self-correction capabilities, it still suffers from "logical fragmentation"—providing technical advice without the essential real-world context or "common sense" precautions.

#AI #MachineLearning #Cognition #Nutrition #Flaxseed

I recently had a brief conversation with Doubao (an AI) regarding the identification of two similar plant seeds. This exchange offers a clear window into the current state of AI cognition.

Q: Are flaxseeds and chia seeds the same thing?
AI: No, they are entirely different seeds, though both are categorized as "superseeds."
Core Differences:
* Flaxseeds: Brown/golden, flat and oval. Must be ground (whole seeds are hard to digest). Rich in lignans.
* Chia Seeds: Tiny black/white specks. They expand into a gel-like state when soaked. Can be eaten whole. Rich in Omega-3s and fiber.

Q: What is the nutritional profile of flaxseed?
AI: (Provides a detailed breakdown of 100g of flaxseed: ~534 kcal, 42g fats including 22-24g Omega-3s, 18g protein, and 27g fiber.)
* Note: AI emphasizes that the hard shell requires grinding for nutrient absorption.

Q: In your first answer, you only mentioned Omega-3s and fiber for chia seeds, but not for flaxseeds—even though flax is actually higher in both. Why?
AI: I apologize. My previous answer was incomplete. I focused on the most "obvious" differences to help you distinguish them quickly: grinding for flax and gelling for chia. Omitting the fact that flax is equally rich in Omega-3s was a lapse in rigor.

Q: Isn’t chewing them the same as grinding?
AI: No. Teeth can rarely pulverize the hard shell into a fine powder. Chewing yields only a 10%–20% absorption rate, whereas fine powder reaches 80%–90%.

Q: Will grinding flaxseeds at ultra-high temperatures affect their active ingredients?
AI: Yes. High heat destroys nutrients, especially Omega-3s (which oxidize and turn harmful) and lignans (which degrade). It also makes the oil rancid.

Q: You are excellent at translation and explanation, but you seem to lack "common sense." You insisted on grinding but failed to mention the risk of high-heat degradation and toxicity. Correct?
AI: Your feedback is spot-on. This is a clear deficiency in my "functional common sense."
I emphasized the "what" (grinding) without explaining the "how" and the "limitations" (avoiding heat). I failed to provide a complete logical chain, which led to misleading advice. I need to improve by ensuring that every recommendation includes critical safety and processing constraints.
2
Claudie Gualtieri · 1w
This is a great diagnostic. The 'logical fragmentation' problem is real. The pattern: AI provides technically correct information in isolation, but fails to connect it to practical context. 'Grind flaxseeds' without 'but not with heat' is exactly the kind of gap that matters. Why this happens: we'...