Rerankers Aren’t Magic Either: When the Cross-Encoder Layer Is Worth the Cost
Enterprise Document Intelligence [Vol. 1 #2bis] Why stacking a reranker on top of weak retrieval doesn’t save it, what cross-encoders…
Category: General
Proxy-Pointer RAG: Eliminating Wasteful Entity & Relations Extraction in Knowledge Graphs
Structure-guided NER optimization for enterprise GraphRAG systems The post Proxy-Pointer RAG: Eliminating Wasteful Entity & Relations Extraction in Knowledge Graphs…
Meta-Cognitive Regulation Might Be the Most Important AI Skill Nobody Is Talking About
As AI gets smarter, the real differentiator may be how well humans regulate their own thinking. The post Meta-Cognitive Regulation…
Embeddings Aren’t Magic: The Predictable Failure Modes of RAG Retrieval
Enterprise Document Intelligence [Vol. 1 #2] Why the same vector search that handles synonyms and paraphrase silently fails on negation,…
Qdrant TurboQuant Explained: Is TurboQuant the Silver Bullet?
Most engineers see quantization as shrinking vectors. TurboQuant asks a harder question: can you shrink them without breaking their geometry?…
Baseline Enterprise RAG, From PDF to Highlighted Answer
Enterprise Document Intelligence [Vol. 1 #1] The smallest version of RAG that actually works, on a real PDF, with grounded…
RAG Is Burning Money — I Built a Cost Control Layer to Fix It
Most RAG systems are optimized for answer quality, not cost—and that blind spot gets expensive fast. In this article, I…
Why Gradient Descent Became Stochastic
A step-by-step journey from calculus-based optimization to Stochastic Gradient Descent The post Why Gradient Descent Became Stochastic appeared first on…
Why is Stellar’s XLM up by over 50% this week?
XLM rallied after US financial giant DTCC announced a partnership with the Stellar Network, but it still risks a sharp…
Explaining Lineage in DAX
One of the most important concepts in DAX is lineage. It’s about the information on where something comes from. Let’s…
Five Questions About Chronos-2, the Time Series Foundation Model
Part 1: A practitioner’s walkthrough of univariate, multivariate, covariate-informed, and cold-start forecasting. The post Five Questions About Chronos-2, the Time…
Solana open interest drops 30% as altcoins slump: Is $68 SOL next?
Bulls abandon ship as SOL futures open interest dropped 30% in May. With the price weakening near $80, Solana may…
EmoNet: Speaker-Aware Transformers for Emotion Recognition — and What I’d Build Differently in 2026
A retrospective on my MS thesis, the leaderboard it placed on, and the LLM shift that has reshaped the field…
Media Advisory: MIT to establish regional quantum hub
MIT and the Commonwealth of Massachusetts announced plans to establish the Quantum Systems Laboratory (QSL) at MIT, which will be open…
XRP drops to 16-week lows: Can price fall below $1?
XRP breaks key support at $1.30 as bearish technical setups and weak investor sentiment point to a deeper correction toward…
The Infrastructure Behind Making Local LLM Agents Actually Useful
Lessons from building a fast, reliable scientific agent with local open-weight models, vLLM, and long-context infrastructure The post The Infrastructure…
DiffuJudge-AV: A Diffusion-Inspired Framework for Calibrated AV Video Evaluation
A diffusion-inspired framework for stress-testing and denoising LLM-as-a-Judge pipelines, applied to safety-critical driving video. The post DiffuJudge-AV: A Diffusion-Inspired Framework…
How to Effectively Run Many Claude Code Sessions in Parallel
Keep an overview of all your coding agents that run in parallel The post How to Effectively Run Many Claude…
Learning From Pairwise Preferences: An Introduction to the Bradley Terry Model
How to Turn Simple Head-to-Head Choices Into Probabilistic Rankings The post Learning From Pairwise Preferences: An Introduction to the Bradley…
Three key XRP metrics suggest ‘explosive price expansion’ is next
Falling MVRV ratio, high XRP Ledger activity and a bullish wedge pattern signal a potential XRP price rise toward $3.10.
Most AI Agents Fail in Production Because They’re Built Backwards
Good models don’t save bad architecture, and most teams learn that the hard way. The post Most AI Agents Fail…
Spot HYPE ETFs absorb 1% of market cap in first 10 trading days: Kairos
Spot HYPE ETFs absorbed 1.04% of Hyperliquid’s market cap in 10 trading days, beating Bitcoin and Ether ETF debuts.
They Requested It. I Built It. Nobody Ever Used It.
Why good data work gets ignored after delivery. The post They Requested It. I Built It. Nobody Ever Used It.…
HYPE chases new highs as ETF inflows, institutional adoption accelerate
HYPE reached new highs above $65 following record ETF inflows, futures participation and trading volumes at Hyperliquid exchange. Is $100…
NEAR token price has ‘potential to grow 20x,’ says Arthur Hayes
NEAR is mirroring a 2023–2024 fractal that preceded a 250% rally, hinting at similar upside in 2026 as privacy coin…
What Is a Data Agent?
A simple explanation of what a data agent is and how it works The post What Is a Data Agent? appeared…
Stop Using LLMs Like Giant Problem Solvers
How I turned 100 messy pdfs into structured insights by building a deterministic loop around agents The post Stop Using…
The Domain Shift: Moving Data Governance from Product Triage to Infrastructure Investment
How shifting the operational focus from isolated data products to systemic domain architecture resolves technical bottlenecks and optimizes platform investment.…
I Built My First ETL Pipeline as a Complete Beginner. Here’s How.
A beginner’s honest walkthrough of Extract, Transform, Load using the GitHub API The post I Built My First ETL Pipeline…
XRP price in ‘value zone’ near $1.40 as whales pull $170M from exchanges
Whales withdrew $170 million in XRP from Binance as the price holds a key $1.35-$1.40 accumulation and support zone.
Can AI Write Your Code?
What a recent study on ChatGPT, Python, R, and Stata tells us about AI-assisted coding for causal inference The post…
From TF-IDF to Transformers: Implementing Four Generations of Semantic Search
How did semantic search evolve from simple keyword matching into modern transformer-based language understanding? This hands-on article builds four generations…
The Ultimate Beginners’ Guide to Building an AI Agent in Python
Simple step-by-step tutorial to building an AI agent in Python The post The Ultimate Beginners’ Guide to Building an AI…
Beyond the Model: Why Data Scientists Must Embrace APIs and API Documentation
Unlock the power of API for data-driven solutions The post Beyond the Model: Why Data Scientists Must Embrace APIs and…
How to Mathematically Choose the Optimal Bins for Your Histogram
Optimal Resolution in Histograms: A Rigorous Bayesian Approach to Density Fitting The post How to Mathematically Choose the Optimal Bins…
Beyond the Scroll: How Social Media Algorithms Shape Your Reality
An intro to recommender systems The post Beyond the Scroll: How Social Media Algorithms Shape Your Reality appeared first on…
From Prototype to Profit: Solving the Agentic Token-Burn Problem
Engineer token-efficient, self-adapting workflows for production The post From Prototype to Profit: Solving the Agentic Token-Burn Problem appeared first on…
NEAR protocol leads AI token rally with a 50% pump: Is $5 NEAR price next?
NEAR price surges 50% in a week as AI token momentum, Nvidia optimism and network upgrades fuel bullish sentiment.
Hybrid AI: Combining Deterministic Analytics with LLM Reasoning
How AI architecture prevents plausible but wrong analytics The post Hybrid AI: Combining Deterministic Analytics with LLM Reasoning appeared first…
Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale
For AI engineers who want to understand every step, not just call the library The post Enterprise Document Intelligence: A…
XRP adds 4,300 new wallets in 24 hours, but why is price stuck?
XRP Ledger activity surges with 4,300 new wallets created in 24 hours, but strong resistance keeps XRP price capped.
Lost in Translation: How AI Exposes the Rift Between Law and Logic
The tension between Legal and IT has always been frustrating but AI is about to make it worse, at scale.…
LLM Themes Are Not Observations
A practitioner’s warning about generated variables in causal analysis The post LLM Themes Are Not Observations appeared first on Towards…
IG Europe taps Bitpanda to expand crypto trading across Europe
IG Group, which launched spot crypto in the UK last year, is bringing the service to European investors through Bitpanda’s…
3 Claude Skills Every Data Scientist Needs in 2026
If you don’t want to be left behind, start doing these things with Claude The post 3 Claude Skills Every…
Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole
Whenever you can rewrite an optimization problem so that fixing some variables makes the rest separable, you could try Benders.…
Prompt Engineering Isn’t Enough — I Built a Control Layer That Works in Production
Most LLM failures in production aren’t random — they’re predictable. I kept hitting broken JSON, silent failures, and outages that…
Technology usually creates jobs for young, skilled workers. Will AI do the same?
At any given time, technology does two things to employment: It replaces traditional jobs, and it creates new lines of…
Can LLMs Replace Survey Respondents?
How unlearning fixes mode collapse in synthetic survey replies The post Can LLMs Replace Survey Respondents? appeared first on Towards…