Building an Evaluation Harness for Production AI Agents: A 12-Metric Framework From 100+ Deployments
A 12-metric evaluation framework for production AI agents — covering retrieval, generation, agent behavior, and production health. Drawn from 100+…
Category: General
Upexi falls 8% after widened fiscal Q3 net loss
Upexi increased its Solana holdings to 2.5 million, valued at more than $238 million, making it the second-largest listed corporate…
Hyperliquid ETF attracts $1.2M inflows in ‘very solid’ US debut
21Shares’ Hyperliquid ETF debuted in the US to a “very solid day” of trading, despite volumes being below comparatively buzzy…
XRP traders say bullishness ‘growing’ as ETFs log largest inflow since January
XRP analysts highlighted the potential for a sustained price rally, fueled by strong institutional demand and a strong technical structure.
From Vibe Coding to Spec-Driven Development
A 4.5-hour journey from idea to working fitness app with LLM agents The post From Vibe Coding to Spec-Driven Development appeared…
Roaring Kitty-linked RKC memecoin crashes as developer cashes out $729K
A Solana memecoin linked to Roaring Kitty’s X account crashed after its developer cashed out $729,000, raising hack and sniping…
Roaring Kitty-linked RKC memecoin crashes as developer cashes out $729K
A Solana memecoin linked to Roaring Kitty’s X account crashed after its developer cashed out $729,000, raising hack and sniping…
Hybrid Search and Re-Ranking in Production RAG
When semantic search isn’t enough for the RAG The post Hybrid Search and Re-Ranking in Production RAG appeared first on…
Q&A: Expanding MIT’s global reach through Universal Learning
MIT’s Universal Learning is a new initiative from MIT Open Learning designed to prepare learners everywhere to tackle complex global…
Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence
Hierarchical understanding and comparison of contracts, research papers, and more The post Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence appeared…
Your First WebAssembly Program and Web App (Written, Tested, and Deployed Entirely in the Web Browser)
Compiling and running C code with Emscripten and GitHub Codespaces — no local installation required. The post Your First WebAssembly…
Solana ETF inflows show demand returning as traders eye SOL rally to $120
Solana ETFs recorded their strongest weekly inflow since February as SOL futures open interest climbed nearly 30%. Is SOL bracing…
Learning Word Vectors for Sentiment Analysis: A Python Reproduction
How to build sentiment-aware word representations from IMDb reviews using semantic learning, star ratings, and linear SVM classification The post…
Using Transformers to Forecast Incredibly Rare Solar Flares
How ML can change for rare events The post Using Transformers to Forecast Incredibly Rare Solar Flares appeared first on…
XRP metrics line up bull signals for ‘full-scale rally’ to $2
XRP is giving hints that a price breakout may be underway, based on several technical and onchain indicators, with bulls…
PySpark for Beginners: Mastering the Basics
A step-by-step guide to understanding distributed data, lazy logic, and your first DataFrame. The post PySpark for Beginners: Mastering the Basics…
Batch or Stream? The Eternal Data Processing Dilemma
“Should we process our data in batches or in real-time?” It’s not batch vs. stream: it’s “when does the answer…
South Korea crypto holdings halve in a year as investors turn to stock market
South Korean crypto holdings fell from $83 billion to $41 billion in just over a year as investors shifted to…
LLM Summarizers Skip the Identification Step
A practitioner’s argument that meeting summarizers fail in the same way regressions fail when you skip the part where you…
Trump Media posts $406M quarterly loss as crypto bets turn sour
Trump Media’s $405.9 million net loss was driven mostly by unrealized losses on Bitcoin bought at last summer’s peak and…
The Must-Know Topics for an LLM Engineer
From tokenisation to evaluation : how modern language models actually work in practice The post The Must-Know Topics for an LLM Engineer appeared…
RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production
Three weeks into testing, a learner told me my AI tutor gave her the wrong answer. Not obviously wrong —…
Binance Founder CZ Sees Major Changes Ahead For Crypto
Binance founder Changpeng Zhao said crypto may be entering a new phase shaped by AI agents, tokenized real-world assets, stablecoin…
Europe Hits Pause on Its Toughest AI Rules – and the Backlash Has Already Begun
EU officials have agreed to water down certain aspects of the AI Act, including delaying the implementation of rules covering…
From Data Scientist to AI Architect
The end of model-centric thinking in data science The post From Data Scientist to AI Architect appeared first on Towards…
The AI Agent Security Surface: What Gets Exposed When You Add Tools and Memory
Standard prompt attacks are merely the beginning. A structured framework to map and mitigate the backend attack vectors of agentic…
When Customers Churn at Renewal: Was It the Price or the Project?
A practitioner’s guide to causal attribution when two churn drivers arrive at once. The post When Customers Churn at Renewal:…
Tether freezes over $500M of USDT in 30 days, BlockSec data shows
BlockSec data shows Tether froze over $500 million in USDT across 370 Ethereum and Tron addresses in 30 days, adding…
Zcash gains 70% in a week amid growing interest in crypto privacy
Swyftx’s Pav Hundal says Zcash is surging amid concerns about artificial intelligence, quantum computing and financial surveillance.
XRP ‘probably going to $12’ as price holds historical bottom zone for months
XRP is retesting a key multi-year support zone that has historically preceded major rebounds, with analysts predicting a rally toward…
The Joy of Typing
A practical guide to modern type annotations in Python for data science The post The Joy of Typing appeared first…
Give Your AI Unlimited Updated Context
The architecture behind a portable knowledge layer and the automation that keeps it alive. The post Give Your AI Unlimited…
AlphaEvolve: How our Gemini-powered coding agent is scaling impact across fields
Explore how AlphaEvolve’s Gemini-powered algorithms are driving impact across business, infrastructure, and science.
How Major Reasoning Models Converge to the Same “Brain” as They Model Reality Increasingly Better
Because there’s only one reality to model! The post How Major Reasoning Models Converge to the Same “Brain” as They…
I Rewrote a Real Data Workflow in Polars. Pandas Didn’t Stand a Chance.
From 61 seconds to 0.20 seconds — and the mental model shift I didn’t expect The post I Rewrote a…
Study: Firms often use automation to control certain workers’ wages
When we hear about automation and artificial intelligence replacing jobs, it may seem like a tsunami of technology is going…
Bitcoin market dominance moves above 61%: Will altcoins follow?
Bitcoin’s market dominance climbed above 61% as BTC led crypto market flows. Data also showed Binance-listed altcoins’ share of volume…
Bitcoin market dominance moves above 61%: Will altcoins follow?
Bitcoin’s market dominance climbed above 61% as BTC led crypto market flows. Data also showed Binance-listed altcoins’ share of volume…
When the Uncertainty Is Bigger Than the Shock: Scenario Modelling for English Local Elections
A scenario analysis case study on calibrated uncertainty, historical error, and why some models are most useful when they refuse…
Timer-XL: A Long-Context Foundation Model for Time-Series Forecasting
Exploring the inner workings of a decoder-only Transformer foundation model The post Timer-XL: A Long-Context Foundation Model for Time-Series Forecasting…
Zcash price may hit $800 as $2.7B hedge fund reveals ‘significant position’ in ZEC
Robinhood’s ZEC listing, easing US–Iran tensions and a shrinking liquid supply of tokens are further strengthening the bullish outlook for…
Why I Don’t Trust LLMs to Decide When the Weather Changed
A physicist’s approach to building production-grade agents The post Why I Don’t Trust LLMs to Decide When the Weather Changed…
Deconstruct Any Metric with a Few Simple ‘What’ Questions
What you see is rarely what you get with flashy dashboards and data storytelling The post Deconstruct Any Metric with…
U.S. Officials Want Early Access to Advanced AI, and the Big Companies Have Agreed
Microsoft, Google DeepMind and Elon Musk’s xAI have offered to let the U.S. government access new AI models ahead of…
Games people — and machines — play: Untangling strategic reasoning to advance AI
Gabriele Farina grew up in a small town in a hilly winemaking region of northern Italy. Neither of his parents…
Crypto Fear and Greed Index turns neutral for first time since January: Is $100K BTC next?
Improving investor confidence supports Bitcoin’s hold on $80,000, as the Crypto Fear and Greed Index exited the “Extreme Fear” zone…
Discrete Time-To-Event Modeling – Predicting When Something Will Happen
Part 1: The basics — discretization of time, censoring and the life table The post Discrete Time-To-Event Modeling – Predicting…
How to Make Claude Code Validate its own Work
Improve Claude Code performance by having it validate its own work The post How to Make Claude Code Validate its…
RAG Hallucinates — I Built a Self-Healing Layer That Fixes It in Real Time
Your RAG system isn’t failing at retrieval — it’s failing at reasoning. This article shows how I built a lightweight…
White House Weighs AI Checks Before Public Release, Silicon Valley Warned
President Donald Trump’s White House is contemplating whether the US government should be allowed to screen the most powerful AI…