
AI Rewiring the Scientific Method
Artificial intelligence is fundamentally redefining scientific research and medicine by accelerating discovery cycles and automating complex experimentation. These sources describe a transition from t...
24 Touko 11min

Predictive AI surveillance from orbit to streets
Law enforcement and national security agencies are increasingly relying on automated intelligence systems to predict criminal activity and global threats. Domestically, police departments utilize pred...
23 Touko 14min

Human experience is the new search currency
we examine the shifting landscape of search engine optimization and digital marketing as AI-powered results and Google’s 2026 core updates reshape user behavior. The texts highlight a dramatic decline...
22 Touko 22min

Agentic AI kills legacy software seats
we examine the global shift toward agentic AI, a phase where autonomous systems move beyond simple assistance to execute complex, end-to-end business workflows. This transition poses a significant cha...
21 Touko 21min

How Native Multimodal AI Kills Lag
This research examines the development and scaling laws of Native Multimodal Models (NMMs), which are AI systems trained from scratch to process both images and text simultaneously. The sources compar...
20 Touko 20min

Small AI Models and the SaaSpocalypse
we examine the global shift toward agentic AI, a phase where autonomous systems move beyond simple assistance to execute complex, end-to-end business workflows. This transition poses a significant cha...
19 Touko 21min

AI labor disruption and political mimicry
These documents explore the multifaceted existential and systemic risks posed by the rapid advancement of artificial intelligence. The primary focus is on superintelligence, where a machine's capabili...
18 Touko 20min

UNESCO Guidance for Generative AI
The provided text introduces UNESCO’s 2023 global guidance regarding the implementation of generative AI within educational and research settings. This framework advocates for a human-centered approac...
17 Touko 21min




















