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I Thought the Optimizer Was the Product. I Was Wrong. The Gate Was.
debashish_ghosal profile

I Thought the Optimizer Was the Product. I Was Wrong. The Gate Was.

#healthydebate #ai #llm #testing
5
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5 min read
I Thought This Was a Classification Problem. It Wasn't.
debashish_ghosal profile

I Thought This Was a Classification Problem. It Wasn't.

#healthydebate #ai #llm #testing
8
Comments
6 min read
I Compared a Local 4B, a Better Cloud Model, and Role Separation. The Results Were Weird.
debashish_ghosal profile

I Compared a Local 4B, a Better Cloud Model, and Role Separation. The Results Were Weird.

#healthydebate #ai #llm #testing
7
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6 min read
What I Learned Building a Diabetes Management Website
reversemydiabates profile

What I Learned Building a Diabetes Management Website

#healthydebate #beginners #mentalhealth #webdev
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2 min read
My Self-Improving Agent Still Couldn't Improve. That Was the Breakthrough.
debashish_ghosal profile

My Self-Improving Agent Still Couldn't Improve. That Was the Breakthrough.

#healthydebate #ai #llm #testing
8
Comments
7 min read
I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.
debashish_ghosal profile

I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

#healthydebate #ai #llm #agents
11
Comments 1
6 min read
THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding
marcusv4ne profile

THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding

#healthydebate #productivity #programming
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4 min read
I Tried 4 Models to Save My Self-Improving Agent. All 4 Failed.
debashish_ghosal profile

I Tried 4 Models to Save My Self-Improving Agent. All 4 Failed.

#healthydebate #ai #llm #agents
23
Comments 1
7 min read
My Agent Found Real Improvements. The Statistics Still Killed the Promotion.
debashish_ghosal profile

My Agent Found Real Improvements. The Statistics Still Killed the Promotion.

#healthydebate #ai #agents #llm
11
Comments 1
6 min read
I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.
debashish_ghosal profile

I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

#healthydebate #ai #testing #llm
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Comments 3
8 min read
My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.
debashish_ghosal profile

My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

#healthydebate #ai #testing #llm
13
Comments 7
7 min read
The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement
debashish_ghosal profile

The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement

#healthydebate #ai #planner #testing
12
Comments 5
5 min read
I Added a Fourth Model Mid-Run. It Changed What My Field Test Could Prove.
debashish_ghosal profile

I Added a Fourth Model Mid-Run. It Changed What My Field Test Could Prove.

#healthydebate #ai #llm #testing
11
Comments
7 min read
The Best Model Pair in My Field Test Was Also the Least Trustworthy
debashish_ghosal profile

The Best Model Pair in My Field Test Was Also the Least Trustworthy

#healthydebate #ai #trustworthy #llm
22
Comments 7
12 min read
Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong
debashish_ghosal profile

Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong

#healthydebate #ai #dogfood #testing
17
Comments 3
10 min read
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