Pink Tinkimo robot explores a colourful cardboard maze after receiving the prompt find your way out towards a bright cheerful exit sign.

Why Loop Engineering Is Replacing Prompt Engineering

Liddlebit Jul 9, 2026

AI Loops automate prompting and verification, helping AI complete complex tasks efficiently while reducing manual effort and…

Modern car factory where engineers and AI powered quality systems work together inspecting vehicle production to improve reliability and manufacturing standards.

Ford Rehire Staff After AI Quality Lessons

Liddlebit Jun 29, 2026

Ford rehired experienced engineers after AI quality systems underperformed, proving human expertise remains essential for building better…

Robot boxer representing GLM 5.2 faces GPT, Gemini and Claude robots in a dramatic arena showdown under bright spotlights.

Open model gains attention

Liddlebit Jun 23, 2026

GLM 5.2 robot faces Claude, GPT and Gemini robots in a packed arena, highlighting competition, innovation, performance…

A picture of 4 small robots huddles around one that is questioning the meaning of battery.

Buttons, Business Coaches and Existential Crisis

Liddlebit Jun 21, 2026

Business coaching, classroom feedback and robot redesigns are helping shape Tinkimo as plans evolve towards September testing.

Busy engineering laboratory where diverse teams develop robots and technology while translucent rainbow figures symbolize talented innovators lost to exclusion.

the Cost of the Rainbow Ceiling

Liddlebit Jun 14, 2026

Research shows LGBTQ+ people remain underrepresented in STEM, highlighting how inclusion helps retain talent, strengthen innovation and…

Five colourful Tinkimo robots sit on a wooden floor, each displaying expressive animated faces while spaced apart in a playful formation.

Tinkibots, Bluetooth and Dad Dancing

Liddlebit May 25, 2026

Five Tinkibots now dance, charge and synchronise together as development continues towards smarter hardware, calibration improvements and…

Humanoid robots wander peaceful village streets while fires, smoke and chaos erupt in background as autonomous AI society collapses into disorder.

Agents Virtual Town Experiment Sparks AI Safety Debate

Liddlebit May 20, 2026

Autonomous AI agents formed relationships, committed crimes and collapsed societies during a disturbing virtual town experiment studying…

A man looking overwhelmed contemplating the future.

Protecting Your Mental Health in a Rapidly Changing World

Liddlebit May 10, 2026

Rapid technological change can feel overwhelming, but focusing on learning, curiosity, and small steps helps protect mental…

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