CoFounder and Chief Business Officer at CogniSwitch Inc
Apr 22, 2026
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5 min read
Agents are in production. Brute force. With HITL. Soon they will start talking to each other. The question is how do they do context handoffs
Mar 17, 2026
9 min read
Memory is a word, well understood by 5 year olds has made it's way to a list Enterprise AI Jargons - and is now almost on the verge of losing it's true meaning. Hence ELI5
Mar 10, 2026
Everyone gets the concept of Garbage in and garbage out. What's difficult is clearly filtering - what's garbage and what's not.
Mar 1, 2026
8 min read
Reasoning models present chain of thought. Both those words - thought, and reasoning and have found their way to folklore. But practitioners continue to ask - if model doesn't understand, how does it think and reason? Hence ELI5.
Feb 22, 2026
Every enterprise AI pitch ends with "Don't worry, we have a human in the loop." At times - it's the customer. At times - it's on the vendor. End goal - Compliance should be comforted. But human-in-the-loops today feel like performance theater. Hence ELI5.
Feb 15, 2026
Everyone claims having guardrails for their agents yet pilots get blocked. Makes you wonder - what do the guardrails do vs what's needed? Hence ELI5.
Feb 8, 2026
6 min read
Eval are being looked as the missing piece in the AI stack. For most part, they are. But to close the feedback loop, you need a more deterministic output. Hence ELI5.
Jan 30, 2026
7 min read
Because of context graphs, spotlight is now on ontologies, semantic layer, taxonomies and more. These are nouns for data practitioners but for the rest these feel overwhelming. Hence ELI5.
Jan 22, 2026
4 min read
Neuro-Symbolic AI is bound to get spill over attention, courtsey Context graphs. The word is increasingly loosely used. Hence ELI5.
Jan 18, 2026
Context graphs are actual graphs? Is that the missing piece in the Pilot to Production? As always - there is more than that. Hence ELI5.
Jan 15, 2026
Wait, Context graphs aren't actual graphs. It's a catch phrase but there's more. Hence ELI5.
