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Apia, Samoa, February 25, 2026 — Phemex, a user-first crypto exchange, unveiled the AI Bot, a milestone of the Phemex AI-Native Revolution, following its transition into an AI-native organization. This launch evolves artificial intelligence from a strategic vision into a high-performance “Intelligent Trading Partner,” shifting the industry paradigm from emotional manual execution to a disciplined … Read more

dbt, Airflow, Spark, and plain SQL walked into a bar. Only one of them didn’t cause an incident at 2 am. It started with a straightforward ask. Our analytics team needed a daily pipeline: pull raw event data from S3, clean it, join it against a customer dimension table, aggregate it into a revenue summary, … Read more

PANAMA CITY, February 25, 2026 – BingX, a leading cryptocurrency exchange and Web3-AI company, announced the full integration of BingX TradFi into the broader BingX ecosystem, marking a significant step in the convergence of traditional finance and crypto markets. This development reflects a broader industry trend projected for 2026: traditional finance is increasingly embracing cryptocurrencies, … Read more

Introduction At the early stage, most startups skip observability entirely — it’s too expensive or too complex for a tiny VPS. But flying blind slows down every product decision and turns every incident into a guessing game. Here’s how I fit a complete monitoring stack into just 1 GB of RAM. I’m a Go developer … Read more

How are you, hacker? 🪐 What’s happening in tech today, February 25, 2026? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, we present you with these top quality stories. From Optimise LLM usage costs with Semantic Cache to Researchers Develop a Real-Time 3D Mapping System That Helps Robots Understand … Read more

We’ve spent long enough on the internet to watch the web reinvent itself—twice before breakfast on some days. We’ve seen users chase SEO fads, social algorithms, video pivots, and now we’re staring down a world where machines can spit out a passable first draft before we’ve even finished our coffee. In a world where machines … Read more

A/B testing is a powerful but costly tool in product development. While it improves measurement accuracy, it slows execution. Teams should reserve experiments for high-risk, high-uncertainty decisions—like pricing changes or complex KPI shifts—and skip them when implementing best practices, fixing broken UX, or launching clearly requested features. In early-stage products, speed often matters more than … Read more

Table of Links Abstract Introduction Related work Problem statement [Methods]() Experiments Limitations [Conclusion]() EXPERIMENTS A. Physical Experiments We evaluate LEGS through a series of open-vocabulary object recall tasks. These tasks are designed to measure the system’s competency in capturing and organizing information based on both location and semantic meaning. We evaluate LEGS on four large-scale … Read more

Digital businesses are challenged by modern users more than ever. Their ability to remain competitive, retain their loyal customers, and attract new ones heavily depends on how fast they can release new features and respond to constantly shifting demands. In their strive to accomplish this goal, more and more companies try to bridge the gap … Read more

Table of Links Abstract Introduction Related work Problem statement [Methods]() Experiments Limitations [Conclusion]() PROBLEM STATEMENT We consider a large indoor environment, specifically defined as a room encompassing at least 750 sq ft. The objective is to 3D reconstruct the a-priori unknown and unstructured environment and localize objects prompted by open-vocabulary and long-tail natural-language queries. We … Read more

FREMONT, CA — The Fremont ACM Chapter hosted its technical talk event, Technology Trends Shaping Modern Industry, on Sunday, February 15, 2026, at the Fremont Downtown Event Center The event brought together leading engineers, architects, product strategists, and researchers from across Silicon Valley to explore how artificial intelligence, cloud-native systems, cybersecurity, identity frameworks, energy systems, … Read more

By Doug Needham, DataOps.live Technical debt is a challenge for any digital team. Suggestions to avoid it get overridden or ignored, and it’s a rare treat to get to fix the things we know need fixing. If only our PMs and data owners understood what we know—how terrifying technical debt really is—maybe they’d push back … Read more

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Microsoft’s AutoDev: The AI That Builds, Tests, and Fixes Code on Its Own By @microsoft [ 27 Min read ] Microsoft’s … Read more

The sharper the mind, the more elaborate the justification for staying wrong. Depth of thought becomes the mechanism of loss when it serves identity instead of truth. There is a version of intelligence that protects you in markets. It reads conditions, adjusts frameworks, and knows when to step aside. Then there is another version, far … Read more

Thinking of selling your subscription startup? Learn how buyers value companies, what metrics matter, and why deals succeed or fall apart.

I keep hearing the same question at every engineering offsite, Slack thread, and investor pitch: “What’s the best model right now — GPT, Claude, or Gemini?” I spent the last several months building and debugging agent-based systems, and I think this is the wrong question entirely. The evidence is now overwhelming: what determines whether an AI agent succeeds … Read more

Bigger context windows help, but not enough. Learn how Recursive Language Models improve long-context reasoning with better scaling and stable performance.

Table of Links Abstract Introduction Related work Problem statement [Methods]() Experiments Limitations [Conclusion]() RELATED WORK A. Mobile Robot Mapping Early robotic scene mapping research focused on the development of the core competencies in the metric [20], [21], [22] and topological [23], [24] knowledge spaces, extensively centered around the question of map and knowledge representation. For … Read more

Checking agent outputs isn’t enough. The real failures hide in trajectories: which tools got called, in what order, with what inputs. This article walks through a pattern for building evals when you don’t have production data yet. You define the dimensions your agent varies along, generate structured tuples across them, and turn those into natural-language … Read more

Viability in alignment leads to a need for diverse, independent grounding, which diverse human flourishing optimizes.

A paper from UGA shows you can match SOTA LLM performance with 2000 targeted samples instead of 300000. The secret? Looking inside model’s feature space. A recent paper called Less is Enough from University of Georgia, UC San Diego matched SOTA performance on instruction-following using 2,000 synthetic samples instead of 300,000. That’s 150x less data … Read more

Last week, BBC journalist Thomas Germain wrote a fake blog post claiming he was the world’s greatest hot-dog-eating tech journalist. Within 24 hours, ChatGPT and Google were repeating it as fact. Claude, made by Anthropic, wasn’t fooled. One AI out of three caught the lie. The entire industry treated that as an interesting footnote. An … Read more

Should your startup offer a free tier? A practical framework for founders to evaluate freemium, trials, conversion math, and acquisition tradeoffs.

Written from the perspective of a senior engineer who has built, debugged, and battle-tested operators in production. Table of Contents Why Operators Exist The Conceptual Foundation: Control Theory Kubernetes API Machinery: The Backbone Custom Resource Definitions (CRDs) The Controller Runtime: Inside the Engine Informers, Listers, and the Cache The Reconciliation Loop in Depth Work Queues … Read more

Ivan Illich wrote Tools for Conviviality in 1973. It’s the best framework for AI dependency nobody’s using.

Claude can code, but can it check binary executables? We already did our experiments with using NSA software to hack a classic Atari game. This time, we want to focus on a much more practical task — using AI agents for malware detection. We partnered with Michał “Redford” Kowalczyk,a reverse engineering expert from Dragon Sector, … Read more

Explore the 3 stages of AI guardrails—from LLM filters to agent authorization and multi-agent control planes for enterprise AI governance.

Not everything that can be automated should be. As QA engineers and leads, we often face the same question: Should we automate this, or handle it manually? And the truth is – there’s no single answer. The right choice depends on context, stability, and value. Automation is powerful when it accelerates learning and confidence, not … Read more

When I first thought about this article, I had planned to go with a headline ‘Harness Matters’ or something cool like ‘A good harness is all you need’, but to my own shock, it seems to not actually make that much of an impact – atleast as far as MVP’ing a front end wireframe goes. … Read more

Across 38 career reports, a five-model consensus method shows why verification—not generation—will define premium content in the AI era.