Key Takeaways

- Show proof of work before asking — a trained model, a blog post, or a video log beats institutional credentials
- Make requests specific and bounded; 20 minutes beats 'pick your brain'
- A pressured yes is worse than a no — make it easy to decline
Whether you're chasing funding, recruiting advisors, or landing your first job, you will have to ask strangers for help. Most people get it wrong. A blog post by Pradyu Prasad, now circulating on Hacker News, argues the fix is simple: stop thinking about yourself and start thinking about them.
Prasad's core principle fits in one line: put yourself in their mind. Every heuristic he offers flows from that. The post reads like a checklist for founders and engineers who treat cold emails the way they treat pull requests, full of technical detail but missing the human context.
Why proof of work beats credentials
People help people, not projects. Prasad ranks three ways to establish credibility, in descending order of strength.
- Proof of work. A trained model, a thoughtful blog post, a vlog of your training. Something that took effort and demonstrates seriousness.
- Personal connection. 'Steve suggested I reach out' warms the introduction, but you're borrowing Steve's credibility. If the recipient dislikes Steve, or you disappoint, both relationships take damage.
- Institutional affiliation. Mentioning your university or employer proves you cleared a filter once. It's the weakest signal and can feel like status-signaling. Use sparingly.
This ordering matters. A Stanford MBA cold-emailing a startup founder carries less weight than an anonymous GitHub contributor whose code the founder has already seen. The institution tells them you passed someone else's test. The proof shows you passed your own.
Context: short enough to be unsummarizable
Once you've earned a moment of attention, spend it wisely. Prasad's rule: your description of the situation should be so short it cannot be condensed further. You are spending borrowed attention, and borrowed attention is expensive.
The trick is to connect your context to something they already know. Don't explain your university club's internal politics to a legislator. Do explain how the club's mission aligns with her current bill. Don't tell a scientist you've loved science since childhood. Do tell her you implemented and extended her 2023 paper.
This is harder than it sounds. It requires research. It requires reading their work, not just their bio. But that research is itself proof of seriousness.
Shrink the ask until it's hard to refuse
Prasad treats the request as a product problem. Lower the cost of acceptance. He suggests three tactics:
- Reduce magnitude. Twenty minutes, not a week. A single question, not a 500-page manuscript.
- Be specific. 'Can you recommend one resource on X?' beats 'Can I pick your brain?'
- Bound the commitment. Don't ask them to mentor you for life. Ask them to read one blog post. If it goes well, they'll volunteer more.
And remove friction. If you want an introduction, write the blurb they can forward. If you have a question, write it out rather than requesting a call. The less work they have to do, the more likely they are to do it.
Make it easy to say no
Here's Prasad's counterintuitive move. The worst outcome is not rejection. The worst outcome is a pressured, begrudging yes.
If you guilt someone into helping, two things happen. First, the help will be half-hearted, a minimum effort to discharge an obligation you manufactured. Second, you've poisoned the relationship. They will never help you again.
Help freely given is different. It's effortless for the giver, like holding a door open. It leaves both parties feeling good. And it can become the foundation of something longer.
So when you get a no, thank them and move on. Don't pester. Don't add emotional guilt to your follow-up. The goal is not to win a single battle. The goal is to build a reputation as someone worth helping.
The research backs this up
Prasad's heuristics align with academic findings on persuasion and social capital. Stanford professor Frank Flynn's research found that 70% of people underestimate how willing others are to help. A Boomerang study showed that cold emails demonstrating specific knowledge about the recipient had an 85% higher response rate. Ellen Langer's classic Xerox experiment found people are three times more likely to help when given any reason, even a trivial one.
The implication is clear. Most people don't ask because they expect rejection. And most rejections happen because the ask was poorly framed. Fix the framing, and the odds shift.
Logicity's Take
Prasad's framework is essentially product thinking applied to human relationships: reduce friction, demonstrate value upfront, and don't over-ask. For founders, this translates directly to investor outreach and recruiting. For engineers, it's the difference between a cold DM that gets ignored and one that gets a reply. The missing piece is tooling. If you're doing outreach at scale, tools like [Notion](https://logicity.in/r/notion) for tracking conversations or [Calendly](https://logicity.in/r/calendly) for frictionless scheduling can automate the low-friction parts. [Loom](https://logicity.in/r/loom) videos can serve as proof of work that's easier to consume than a wall of text. The strategy is timeless; the execution can be modern.
Disclosure
Some links in this post are affiliate links — Logicity earns a commission if you sign up, at no extra cost to you. We only link products we have used or actively recommend.
Frequently Asked Questions
What's the best way to cold email someone you admire?
Lead with proof of work that's relevant to them, keep the context short, and make a specific, bounded request. Don't ask for mentorship; ask for 15 minutes or a single resource recommendation.
Should I mention my school or company when reaching out?
Only if it's directly relevant. Institutional credentials are the weakest form of credibility because they only show you passed someone else's filter once. Proof of your own work is stronger.
How do I follow up without being annoying?
One polite follow-up after a week is acceptable. If there's still no response, move on. Repeated messages or guilt-tripping will damage your reputation more than silence.
What if the person says no?
Thank them for their time and don't push further. A graceful exit preserves the relationship. They may help you later, or introduce you to someone who can.
Need Help Implementing This?
If you're building outreach systems for your startup or refining your networking approach, reach out to us at Logicity. We cover the tools and tactics that help founders connect with the right people.
Source: Hacker News: Best
Huma Shazia
Senior AI & Tech Writer
Produced with AI assistance and reviewed by the Logicity editorial team. Learn more in our Editorial Policy.
Related Articles
Browse all
AI Revolution: How Tech is Transforming the World, One Industry at a Time
From desalination plants in Iran to AI-powered manufacturing, the tech world is abuzz with innovation. Discover how AI is changing the game for small entrepreneurs and what it means for the future of industry. Explore the latest developments in cybersecurity, robotics, and more.

Revolutionizing AI: The Game-Changing Tech That's Making Agents Smarter
A new technology is set to revolutionize the way AI agents learn and adapt, enabling them to accumulate wisdom and apply it to new situations. This innovation has the potential to significantly boost the reliability of AI agents, especially in complex tasks. By converting raw agent trajectories into reusable guidelines, this tech is poised to transform the AI landscape.

The Dark Side of AI: How Bots Are Fueling a Monetized Abuse Ecosystem
A recent analysis of 2.8 million Telegram messages reveals a shocking truth: AI-powered bots are being used to create and sell non-consensual intimate images. These bots can turn ordinary photos into synthetic nude images, and the abuse is being monetized through affiliate programs and subscription-based archives. The researchers behind the study are calling for stricter regulations to combat this growing problem.

AI's Secret Sauce: How Journalism Became the Unlikely Ingredient
A recent study reveals that AI chatbots rely heavily on journalistic sources for their quotes, with one in four coming from news outlets. This shocking discovery has significant implications for the media industry and our understanding of AI's information gathering processes. As AI technology continues to evolve, it's essential to consider the role of journalism in shaping its responses.

