Jayapal Reddy
14 posts

Jayapal Reddy
@Jayapalready
Founder of Zerorapid
Anantapur, India Katılım Ocak 2026
8 Takip Edilen0 Takipçiler

@GeorgiosPag @rakesh_at_tweet @orynth Does this platform offer compensation for user testing and authentic product feedback? This is what most of the product designers looking for?
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@Jayapalready @rakesh_at_tweet @orynth Focuses more on smaller projects that want more funding opportunities and get attention.
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Orynth has soft-launched. It is a friendly, Product Hunt-style space where you can get your product in front of more people and even connect with potential funding opportunities. For now, high-quality products are accepted free of charge ahead of a larger marketing push. Submitting takes about 2–5 minutes, and once it’s submitted, it’s reviewed and approved promptly. If you are interested, you can sign up from here:
orynth.dev/ory/sign
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@rkmtimes So what do we get that medicine for free. No right! Then what
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Holy shit… Your anonymous internet identity can now be unmasked for $1 😳
Not by the FBI. By anyone with access to Claude or ChatGPT and a few of your Reddit comments.
ETH Zurich and Anthropic just dropped a paper called “Large-Scale Online Deanonymization with LLMs” and the results are the most alarming privacy research I’ve read this year.
They built an automated pipeline that takes your anonymous posts, extracts identity signals, searches the web, and figures out who you are.
No human investigator needed. Fully autonomous. Works on Hacker News, Reddit, LinkedIn, even redacted interview transcripts.
Here’s how bad the numbers are.
On Hacker News users: 67% identified correctly.
When the system made a guess, it was right 90% of the time.
On Reddit academics posting under pseudonyms: 52%.
On scientists whose interview transcripts were explicitly redacted for privacy: 9 out of 33 still got unmasked.
The pipeline works in four steps they call ESRC. Extract identity signals from your posts using LLMs.
Search for candidate matches using embeddings across thousands of profiles.
Reason over top candidates with models like GPT-5.2. Calibrate confidence so when it does guess, it’s almost never wrong.
The classical deanonymization method from the famous Netflix Prize attack? Nearly 0% recall across every test.
LLMs didn’t just improve on old techniques. They made old techniques look like toys.
When they scaled to temporally split Reddit profiles, matching a user’s old posts to their newer ones across a full year gap, the pipeline hit 67% recall at 90% precision and 38% recall at 99% precision.
Meaning even a year of changed interests and different conversations wasn’t enough to hide.
More reasoning compute = better deanonymization. High reasoning effort doubled recall at 99% precision in some tests. As frontier models get smarter, this attack strengthens automatically. Every model upgrade is a privacy downgrade.
What makes it nearly impossible to defend against: the pipeline splits into subtasks that all look benign. Summarize a profile.
Compute embeddings. Rank candidates. No single API call screams “deanonymization.” The researchers themselves say they’re pessimistic that safety guardrails or rate limits can stop it.
Their conclusion is blunt: “Users who post under persistent usernames should assume that adversaries can link their accounts to real identities.” And it extrapolates.
Log-linear projections suggest roughly 35% recall at 90% precision even at one million candidates.
Every throwaway account. Every anonymous forum post. Every “nobody will connect this to me” comment.
It’s all searchable micro-data now. And the cost to run the full agent on one target is less than a cup of coffee.
Practical anonymity on the internet just died. The paper killed it with math.

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Built a small chrome extension to simplify X UI to focus on tweets feeds.
Feel free to give a try 😀 chromewebstore.google.com/detail/ejeelja…
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@Desty_licious So kindhearted - sometime we have to give back something to society :)
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My small way of giving back: Whenever I'm on public transport, I make sure little children don't pay their fares. I tell them to save it for their allowance 💕.
Ubon | Business Analyst | Website Developer@ubondesigner
My small contribution to humanity: Taking people to work for free instead of driving alone. Today I dropped someone at Lekki Phase 1. She was so thankful and I felt embarrassed 😂 I didn't realize how much it could mean. ₦5,000 for transport every day = ₦100,000/month for some people. And I'm just driving the same route anyway. If you’re driving alone with empty seats, offer someone a ride. It costs you nothing
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@1291Pradeesh @Kewpie___Mayo Wow, you’re such an inspiration :) nandri bro
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@Kewpie___Mayo Public transport always like that, 2001 to 2025 i had been travel local public transports only 🥹🚶🏻♂️
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@SpaceFuckersPod @trocantor @MissinTea17562 @allenanalysis Exactly. It’s not even a radical idea; it’s just basic accounting. If we stopped tilting the scales in favor of fossil fuels and industrial farming, the market would naturally shift toward more sustainable, efficient alternatives because they’d finally be the cheaper choice.
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Jake Lang and his crew showed up in Minneapolis trying to march into a Somali neighborhood, screaming that “natural born citizens” should be deported to “preserve the white race.”
They didn’t make it.
And the part that’ll live forever: a self-proclaimed white supremacist clinging to a Black man for protection and survival.
You can’t script that level of irony.
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@urmumishotlol0 May I know your story behind hating public transport
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@francesca_kms @BlydeLee @barmyowl1212 Prioritizing walking, cycling, and public transit isn't just a personal preference; it’s a superior systemic design. Compared to the inefficiency of single-occupancy vehicles, these methods are objectively safer, healthier, and more sustainable for everyone.
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@BlydeLee @barmyowl1212 In London the majority of people don’t own a car an they manage (I include myself in that)
I rely on walking, cycling and public transport
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Exciting Careers at Mintek – We’re Hiring!
• Techno-Mineral Economist
• Head: Technology Demonstration
• Executive Assistant
• Executive Manager ICT
• Junior Graphic Designer
• Artisanal and Small-Scale Mining Development Officer
•Stock Coordinator mintek.ci.hr/applicant/inde…

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