Even if agi is 10 years away, in 2035, the asi will be months after and that will transform our civilization forever. Personally I think maybe late 2026, but 2027 more probable...     See Less

Today’s AI systems learn mainly from human data — documents, images, and online information.
To reach a higher level of understanding, AI must begin learning directly from the natural     See More >
Concept
Link advanced AI models with autonomous drones equipped with cameras, microphones, thermal and environmental sensors.
These drones would collect real-time data from forests, oceans, and ecosystems, studying animal communication, behaviour, and environmental patterns.

How It Works
• Drones record animal sounds, movements, and environmental conditions (temperature, humidity, light, etc.).
• AI uses unsupervised learning to detect patterns — linking sounds with reactions, and environmental changes with animal behaviour.
• Over time, it builds a model of communication and interaction between species, similar to how language models learn from text.

Scientific Foundation
This approach combines proven fields:
• Bioacoustics (AI in animal sound analysis)
• Behavioural ecology (tracking stress or cooperation)
• Environmental AI (real-time monitoring of habitats)

Practical Steps
1. Build sensor-equipped drones for controlled ecosystem observation.
2. Train AI models using collected multimodal data.
3. Use findings to improve biodiversity research and environmental protection.

Outcome
By learning from real-life environments, not the internet, AI can discover new biological patterns and communication systems.
This marks the shift from data-trained intelligence to experience-based intelligence — a foundation for future AGI that learns directly from reality.    See Less

Is it April fools or what?     See Less

Elon just says anything to pump stock price.     See Less

What is your take on the conversations @stevenmusielski is having in public with Grok on X?     See Less

You know why there are no other scientists talking about that?     See Less

He said 2 years ago that grok 4 will be smartest AI and he hasn’t lied.     See Less

Lol @ anyone giving that much credit to what Elon says.     See Less

Karpathy's opinion seems to align fairly closely with Yann Lecun's opinion, generally speaking. My two cents is that AGI will need to be a hybrid of models between an LLM, an Image/V     See More Embedded Predictive Architecture Model, a Sparse Latent Attention Model, a Hierarchical Reasoning Model, Diffusion Models, etc; all encapsulated within a World Model wrapper. I'm not an expert so I'm basically extrapolating with a somewhat minor educated guess.    See Less

Grok 5 will be Hail hi?     See Less