Ling-1T: A Trillion-Parameter Approach to Efficient AI Reasoning
Author(s): Gowtham Boyina Originally published on Towards AI. Exploring InclusionAI’s Claims of Balancing Scale with Computational Efficiency The AI landscape continues to evolve rapidly in 2025, with new models pushing various boundaries. Ling-1T, released by inclusionAI, represents an ambitious entry into the …
Why Your Software Development Life Cycle Will Not Work for Your AI Agents (And How to Change That)
Author(s): Gowtham Boyina Originally published on Towards AI. Classical software development is deterministic. You code, you test, you deploy, and the result — when provided the same input — is deterministic. The sequence of logic is predictable, and the failure modes. AI-agents …