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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
AI Made Me Braver
Neil Kakkar · 2026-06-21 · via Hacker News - Newest: "AI"

A few months ago, I overhauled our contracting infrastructure to support AI generated contracts, DOCX templates that fill in the things we’d need, and correct-but-unsupported DOCX detection1

Two years ago, taking on a big daunting project would’ve been a measured decision. AI has made building things faster. That changes the calculus of what projects you can take, and how ambitious you can be with your bets. A big overhaul doesn’t take weeks. It can be done overnight, which means you can experiment much faster.

This is all true, and lots of people have talked about it. I don’t want to talk about it here.

What I do want to talk about is the unexpected surprise of how AI has made me braver.

The fear hasn’t gone anywhere

Every time I start work on something ambitious, there’s a knot somewhere in my tummy. I call it the fear of the unknown. Not knowing exactly how I’ll do something leads to uncertainties. And uncertainty is … uncomfortable.

That hasn’t changed. I don’t think it ever will.

It’s something I’ve grown to recognise and take in stride. Working with AI over the past year though has made this feeling 10x better. The discomfort is minimal because I’m extremely confident in getting out a shitty working version thanks to AI.

And once I have a working shitty version, the uncertainties are gone, and I’m just a few iterations away from a working wonderful version.

Repeated exposure

In an earlier post talking about this feeling, I mentioned how repeated exposure to new and uncertain ambitious projects makes me more comfortable dealing with them.

AI speeds up that exposure loop, because huge projects take 10x less time, so I’m doing far more of them.

I have more evidence that I can handle whatever comes up. I’ve watched myself build things I thought were too hard, over and over, and each time the gap between “this feels impossible” and “okay, it’s working” got shorter.

Bravery

The contracting overhaul was just one example. There have been several more over the past few months, from cost attribution & tracking across all organisations we work with, to a new payment processing infrastructure, to cheap content monitoring2, to another top secret big project I’ll write about in a future post.

I say yes to a lot more projects. I feel good knowing I’ll get them done this week3. I can take on more challenging projects, and not break a sweat.

I love working with AI.

Calm under fire

A second order effect I didn’t expect is staying calm when things go wrong.

I think it comes back to uncertainty + time pressure. Things are broken, so you want to fix them ASAP, but also you don’t always know what’s broken. This is stressful.

Now when something breaks, I still feel the urgency. But the fix cycle is so much faster that the urgency doesn’t compound into panic. I can have an agent look at logs, traces, and propose what’s wrong, and I can easily verify it. In most cases, verifying the issue is far easier than figuring it out.4

Looking back, being productive is nice. But imo feeling braver matters more.