Crypto Trends

The TechBeat: Why You Shouldn’t Judge by PnL Alone (10/10/2025)

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## AIOZ Stream Delivers Peer-to-Peer On-Demand Video Powered by DePIN
By @aioznetwork [ 3 Min read ] Recently, AIOZ Network released AIOZ Stream, a protocol designed to make streaming as configurable as any modern software service Read More.

$KLINK Token Launch October 7th, 2025 on Binance, KuCoin & Gate, Backed by $1M+ Proven User Payouts

By @klink_finance [ 3 Min read ] Klink Finance launches $KLINK Oct 7 on Binance, KuCoin & Gate. Backed by $1M+ user payouts, 900K users, and 500+ advertisers driving real token demand. Read More.

Mac’s Aura of Invincibility Fades as AI Anxiety Takes Root, New Survey Finds

By @moonlock [ 4 Min read ] Moonlock’s survey finds the Mac immunity myth is fading. Discover why user anxiety is rising and how AI is creating a new generation of macOS threats. Read More.

What the Battle of the Bitcoin Metaprotocols Means for the Future of Bitcoin

By @omnity [ 4 Min read ] Bitcoin DeFi is splitting into two designs: indexer-embedded VMs vs. Decentralized PSBT Signing. We compare MEV, latency, UX, and more… Read More.

ChatGPT Became the Face of AI—But the Real Battle Is Building Ecosystems, Not Single Models

By @hacker53037367 [ 12 Min read ] ChatGPT made AI mainstream, but real transformation comes from ecosystems that embed AI across business, not from relying on a single model. Read More.

The Seven-Step Hostage Situation You Call Onboarding

By @hackercm8riv27c00002e6mhctmxnpn [ 4 Min read ] Users clicking Next so fast the cursor blurred. One opened the console to force-skip. What I learned about interfaces that teach themselves. Read More.

How to Challenge Workplace Bias and Prove That Age Is an Advantage

By @socialdiscoverygroup [ 4 Min read ] Learn how to challenge workplace bias and prove that age is an advantage through strategy, performance, and leadership. Read More.

If We Don’t Reinvent Tokenomics, Decentralized Infrastructure Will Fail

By @tokenomy [ 7 Min read ] How control theory and burn-and-mint tokenomics can create scalable, stable blockchain infrastructure networks like Helium and Filecoin. Read More.

**[Gluwa Proves That Blockchain Is More Than Just Tokens

](https://hackernoon.com/gluwa-proves-that-blockchain-is-more-than-just-tokens)**
By @cemmanuel [ 13 Min read ] Gluwa showcases how blockchain goes beyond tokens, driving financial inclusion, cross-border payments, and digital equity in emerging markets.
Read More.

Your Employees Want Macs, Your IT Team Needs Them

By @macpaw [ 4 Min read ] Windows outages prove it’s time for change. Macs deliver stronger security, stability, & employee satisfaction,boosting productivity & lowering long-term costs. Read More.

The Rise of Decentralized Credit – How Gluwa Challenges the Status Quo

By @ivyhackwell [ 7 Min read ] Discover how Gluwa is redefining decentralized credit by challenging traditional lending models, driving financial inclusion, and shaping the future of DeFi. Read More.

Grokipedia: The Coming War with Wikipedia for the World’s Knowledge

By @nofacetoolsai [ 4 Min read ] Discover Grokipedia; Elon Musk’s bold challenge to Wikipedia. Explore how this open-source knowledge repository could reshape the future of information and AI. Read More.

Choosing the Right AI IDE for Your Team: Cursor vs. Windsurf vs. Copilot

By @ainativedev [ 7 Min read ] Dive into a hands-on comparison of Cursor, Windsurf, and Copilot with GPT-5, highlighting their strengths in greenfield and brownfield projects. Read More.

Best RPC Node Providers in 2025

By @nownodes [ 5 Min read ] From NOWNodes to Alchemy, discover the best RPC node providers of 2025 delivering speed, uptime, and scalability for serious Web3 infrastructure. Read More.

Who’s Used One Trillion Plus OpenAI Tokens? Salesforce, Shopify, Canva, Hubspot, & 26 More Companies

By @botbeat [ 8 Min read ] A deep dive into the 30 companies that burned over one trillion OpenAI tokens—featuring Duolingo, OpenRouter, and Indeed as top power users of GPT tech. Read More.

Meet Oxylabs: HackerNoon Company of the Week

By @companyoftheweek [ 2 Min read ] Meet Oxylabs, a business intelligence software company and HackerNoon’s Company of the Week. Read More.

Why You Shouldn’t Judge by PnL Alone

By @ruslan4ezzz [ 9 Min read ] PnL can lie. This hands-on guide shows traders how hypothesis testing separate luck from edge, with a Python example and tips on how not to fool yourself. Read More.

Trust Building is Simple – Here’s How

By @startupsoftheweek [ 5 Min read ] Win trust, not volume: be helpful and transparent; use interviews, data, and community; avoid salesy fluff. Read More.

Why DynamoDB Costs Spiral Out of Control (and How to Fix Them)

By @scylladb [ 6 Min read ] From overprovisioning traps to on-demand pricing shocks, DynamoDB’s hidden costs can burn teams fast. Learn where budgets fail and how to regain control. Read More.

Why ML Can Predict the Weather, but Not Financial Markets

By @hacker47950068 [ 11 Min read ] Why machine learning models fail in finance: noisy data, scarce samples, and chaotic markets make prediction nearly impossible. Read More.
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