<![CDATA[Stories by Nikhil on Medium]]> https://medium.com/@nkwrites?source=rss-7502ebcc4b93------2 https://cdn-images-1.medium.com/fit/c/150/150/1*8dO7SeoZ7VsNkvFUCCA5XQ.jpeg Stories by Nikhil on Medium https://medium.com/@nkwrites?source=rss-7502ebcc4b93------2 Medium Wed, 04 Nov 2026 23:20:05 GMT <![CDATA[I Gave Gemini the Raw Weights From MIT’s Weight-Space Programming Paper.]]>

The no-tools test from the GPT-6 Astra paper, run 24 times through Antigravity CLI.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/i-gave-gemini-the-raw-weights-from-mits-weight-space-programming-paper-2c59936a690c?source=rss-7502ebcc4b93------2 https://medium.com/p/2c59936a690c Wed, 04 Nov 2026 07:27:46 GMT 2026-11-04T07:27:46.129Z <![CDATA[I Rebuilt Andrej Karpathy’s HackerTube With His Workflow.]]>

One year of Hacker News comments, Gemini Flash in Antigravity CLI, 514 videos, about 17M input tokens and $0 in API charges.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/i-rebuilt-andrej-karpathys-hackertube-with-his-workflow-0a7bb2b4ceed?source=rss-7502ebcc4b93------2 https://medium.com/p/0a7bb2b4ceed Mon, 02 Nov 2026 08:27:56 GMT 2026-11-02T08:27:56.145Z <![CDATA[I Ran Cloudflare’s Security Audit Skill Twice. The Runs Agreed on 14 Bugs and Split on the Rest.]]>

Two independent runs on DVNA, a deliberately vulnerable training app, with Antigravity CLI and Gemini 3.8 Flash. What matched, what did…

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/i-ran-cloudflares-security-audit-skill-twice-the-runs-agreed-on-14-bugs-and-split-on-the-rest-0e260f40bdec?source=rss-7502ebcc4b93------2 https://medium.com/p/0e260f40bdec Sat, 31 Oct 2026 16:16:31 GMT 2026-10-31T16:17:31.058Z <![CDATA[What are the Two PHP Bugs (PHP2Shell) - I explained them in detail]]>

On October 21, 2026, two software bugs took over my entire feed. Security researchers are calling the pair PHP2Shell, and they carry a…

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/what-are-the-two-php-bugs-php2shell-i-explained-them-in-detail-5055ed1ff151?source=rss-7502ebcc4b93------2 https://medium.com/p/5055ed1ff151 Thu, 22 Oct 2026 21:46:01 GMT 2026-10-22T21:46:01.654Z <![CDATA[Inside Anthropic’s Leaked Financials: Does $16.8]]>

My honest breakdown of the numbers behind claude, the hidden compute debt, and why i have mixed feelings about the upcoming IPO.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/inside-anthropics-leaked-financials-does-16-8-ab615cdba9b3?source=rss-7502ebcc4b93------2 https://medium.com/p/ab615cdba9b3 Wed, 21 Oct 2026 19:05:41 GMT 2026-10-21T19:05:41.428Z <![CDATA[You have no idea how close the AI bubble is. No, AI will not stop growing.]]>

We are at a time, which will be changing the course of human history.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/you-have-no-idea-how-close-the-ai-bubble-is-no-ai-will-not-stop-growing-252f6de512f3?source=rss-7502ebcc4b93------2 https://medium.com/p/252f6de512f3 Mon, 19 Oct 2026 17:57:11 GMT 2026-10-19T17:57:11.818Z <![CDATA[Why Google’s New Harness² Open Source Release Changes How I Think About AI Agents]]>

Moving past the endless retraining by fixing the operating system around our AI agents -> this is what google is trying to do.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/why-googles-new-harness%C2%B2-open-source-release-changes-how-i-think-about-ai-agents-01a9ac80cf88?source=rss-7502ebcc4b93------2 https://medium.com/p/01a9ac80cf88 Sun, 18 Oct 2026 12:01:01 GMT 2026-10-18T12:01:01.591Z <![CDATA[Heard about REA? You can reverse engineer any apps without its source code.]]>

A Personal perspective on REA, and the shift towards evindence based software analysis.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/heard-about-rea-you-can-reverse-engineer-any-apps-without-its-source-code-f50fb212168d?source=rss-7502ebcc4b93------2 https://medium.com/p/f50fb212168d Mon, 12 Oct 2026 18:51:41 GMT 2026-10-18T09:46:57.717Z <![CDATA[Andrej Karpathy’s New suggestion- Ask AI output in ASD-STE100 format and not in Text format]]>

A few days ago, Andrej Karpathy shared a perspective that immediately clicked with how my own daily workflow has been evolving.

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/andrej-karpathys-new-suggestion-ask-ai-output-in-asd-ste100-format-and-not-in-text-format-b7b753f52f32?source=rss-7502ebcc4b93------2 https://medium.com/p/b7b753f52f32 Sat, 03 Oct 2026 12:15:36 GMT 2026-10-03T12:15:36.397Z <![CDATA[OpenAI DevDay 2026 Recap: My Honest Take as a Product Manager]]>

OpenAI held DevDay 2026 on September 29 and announced more than 20 things in one go. By the evening my feeds were full of lists. Most of…

Continue reading on Neural Notions »

]]> https://medium.com/neuralnotions/openai-devday-2026-recap-my-honest-take-as-a-product-manager-edcdcad1eca2?source=rss-7502ebcc4b93------2 https://medium.com/p/edcdcad1eca2 Wed, 30 Sep 2026 06:30:33 GMT 2026-09-30T06:30:33.790Z