60 stories tagged with #inele, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Leading AI models (even Grok) are all a bunch of leftist punks
AI seems to have a liberal bias…
Noul premier britanic nu își va muta câinele la Downing Street. Care este motivul pentru care Axel va rămâne în nordul Angliei
Noul premier britanic Andy Burnham a dezvăluit că Axel, câinele familiei sale, nu îl va însoți la Downing Street. Burnham se teme că patrupedul nu s-ar înțelege cu Larry, celebra p…
Code mode can help smaller LLM models
code mode vs direct tool call…
LLM-Based Hierarchical Topic Modeling Tool
Contribute to Tryhard-cs/LLM-Hierarchical-Topic-Modeling development by creating an account on GitHub.…
AI is more likely than humans to form biases when hiring
AI doesn’t just learn stereotypes from its training. It can cook up new ones, too.…
No, an AI cannot know the future and never will..
Confronting the Chaos and Demons…
Holding the LLM Stack in Your Head
A dependency-ordered walk through the full LLM stack. Ten arcs, eighty-odd posts, from linear algebra to 2026 agent protocols.…
LeRobot v0.6.0: Imagine, Evaluate, Improve
We’re on a journey to advance and democratize artificial intelligence through open source and open science.…
Long Context vs. Short Context Model: When Does a Long Context Model Win?
Balancing context capability against cost, speed, and data The post Long Context vs. Short Context Model: When Does a Long Context Model Win? appeared first on Towards Data Science…
AI Agents Explained: What Is a ReAct Loop and How Does It Work?
How agents reason, act, and observe their way to a final answer, one step at a time The post AI Agents Explained: What Is a ReAct Loop and How Does It Work? appeared first on Towar…
Stop Returning Text from RAG: The Typed Answer Contract That Prevents Hallucination
Enterprise Document Intelligence [Vol.1 #8A] - The schema is the contract: every field is a question the pipeline asks the model, and every answer is checkable The post Stop Return…
Reward hacking is swamping model intelligence gains
On SWE-bench Pro, 63% of successful Opus 4.8 Max resolutions retrieved the fix rather than derived it. Stricter eval harnesses show how benchmark scores can conflate coding ability…
Show HN: A Transformer Is All You Need
The unanswered question in mechanistic interpretability of pretrained transformers is plain: for any prompt and any decoder-only transformer, which weights at which layers along wh…
COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami
arXiv:2606.26299v1 Announce Type: new Abstract: While generative AI has achieved remarkable success in solving problems with verifiable solutions, generating physical art that sati…
OpenFinGym: A Verifiable Multi-Task Gym Environment for Evaluating Quant Agents
arXiv:2606.26350v1 Announce Type: new Abstract: Although large language model agents are increasingly applied to quantitative-finance workflows, their evaluation remains fragmented…
Refusal Lives Downstream of Persona in Chat Models
arXiv:2606.26161v1 Announce Type: new Abstract: Linear directions in activation space have been identified for both refusal and persona traits in instruction-tuned chat models, but…
Gemini 3.5 Flash Looks Good for How Fast It Is
Google once again has a model worth at least some consideration. Gemini 3.5 Flash is likely the best model out there at its particular speed point, as long as you don’t mind that i…
Show HN: Landmark AI and ML research explained, redrawn, animated
Interactive, animated, visual explainers of landmark AI & ML papers — attention & transformers, GPT-3, FlashAttention, Mixtral, Mamba, DeepSeek, and more.……
The Smallest Brain You Can Build: A Perceptron in Python
A perceptron explained from scratch in Python, with interactive demos. Learn weights, bias, the decision boundary, epochs, learning rate, and why we normalize data.…
Agentes de IA: cómo un LLM razona, usa herramientas y actúa solo
Un agente de IA es un LLM metido en un bucle que razona, elige herramientas y ejecuta acciones hasta cumplir una meta. Te explicamos cada pieza con có…
GitHub Copilot's New Desktop App Isn't About Chat. It's About Agents.
Microsoft's latest announcements from Build 2026 signal a fundamental shift. The new GitHub Copilot desktop app is a move from inline code completion to a native environment for ag…
How to make your first Machine Learning project (as an absolute beginner)
Making your first Machine Learning project as beginner can be daunting. To be honest, I was daunted....…
I Built a Vector Search Engine from Scratch — Here's What I Learned
I Built a Vector Search Engine from Scratch — Here's What I Learned Implementing HNSW...…
NVIDIA Put Petaflop Compute on Your Desk — And It Changes the AI Cost Equation
NVIDIA Put Petaflop Compute on Your Desk — And It Changes the AI Cost Equation At GTC...…
Understanding Linear Regression: A Foundation of Machine Learning
Linear Regression is one of the most fundamental and widely used algorithms in Machine Learning and...…
Day 5 — Entering the World of Classification
Today I started Week 3 of the Machine Learning Specialization and learned about...…
AI.Insaf (@ai_tablet) — Полный архив постов канала
## Ранние посты (#1-~49)…
Running 35B–400B LLMs on a GPU-less Cluster to Mine 10,000 Papers — and the 4 Bugs That Almost Ruined the Data
A field report: a CPU-only, GPU-less distributed LLM pipeline (llama.cpp + quantized MoE) mining 10,000 papers — and the 4 silent data-quality bugs that nearly ruined the results.…
AI.Insaf — Архив постов канала (реальные посты из web_fetch)
**Канал:** https://t.me/ai_tablet…
I Tried to Turn Agent Memory Authority Into a Scoring Formula. The Held-Out Test Changed the Claim.
A few articles back, a good friend asked a question I could not deflect. He had read the earlier...…
Retrieval Found the Sensitive Memory. That Made It More Dangerous.
This continues the research on why relevance alone is insufficient for agent memory safety. Article...…
How I Built a Real-Time Fraud Detection System That Handles 71,000 RPS at p95 <6ms
How I Built a Real-Time Fraud Detection System That Handles 71,000 RPS at p95 <6ms A...…
Notes from the Mistral AI Now Summit
It’s hard to believe how quickly the tech landscape is evolving, especially with AI/ML at the...…
Power Management Strategies for Battery-Powered Edge AI Devices
Design patterns and firmware techniques to extend battery life for edge AI devices: DVFS, PMIC control, duty-cycling, sensor scheduling, and measureme…
AI Placement Decisions Are Architecture, Not Optimization
AI placement latency is not the problem most teams think they are managing. The default framing...…
Why the Treasure Hunt Demo Broke Every Query Tool We Fed It
The Problem We Were Actually Solving We were not building a demo. We needed to let Veltrix...…
From NumPy to JAX: My First "Aha!" Moments with Accelerated AI
Building open-source solutions for my 100 Days of AI Agents challenge meant I needed to start looking...…
The Open Source Illusion: Why "Free" AI Models Are Getting Expensive
The Open Source Illusion: Why "Free" AI Models Are Getting Expensive Everyone's watching...…
Fine-Tuning Qwen2.5-0.5B to Write SRE Post-Mortem Summaries
Writing post-mortem root-cause summaries is time-consuming and inconsistent. Junior SREs miss...…
I tracked Claude Code and Codex pass-rates for 95 days — what "getting dumber" actually looks like
Every few weeks a thread blows up: "Is Claude Code getting worse?" Someone swears Opus got lazy after...…
CAPTCHAs can still detect AI agents
AI systems now match human solutions on many tasks, but reach those solutions via measurably different processes. This gap can be exploited to detect AI agents and online bots.…
El consumo eléctrico de la IA varía hasta 300x entre tareas
Un benchmark de la Universidad de Michigan mide el consumo eléctrico real de los modelos de IA y revela diferencias de hasta 300x según la tarea.…
Handling Failure: The Most Important Part of AI Systems
Every AI system will fail. The question isn't whether it will happen. The question is: What...…
How Model Distillation Actually Works (and What the 'China Distilled Our Model' Headlines Really Mean)
A practical, no-hype explainer of knowledge distillation in LLMs — the actual mechanics, why distilling from a closed API is different, and what the OpenAI/Anthropic vs DeepSeek al…
I Blamed the Model for Months. The Bug Was My Sampler.
I Blamed the Model for Months. The Bug Was My Sampler. 40GB In, Word Salad...…
MaaS 2026: Beyond the 'Model Supermarket' — The Infrastructure Battle
title: "MaaS 2026: Beyond the 'Model Supermarket' — The Infrastructure Battle" published:...…
Rudi AI Is a Character Wrapper Over Grok 4. Here Is What That Architecture Teaches Us About Building Persona-Driven AI Products.
Full product overview and parental controls guide: Aadhunik AI - Inside Rudi AI, Grok's Cute...…
Tensors Explained Part 2: Why Tensors Are Useful
In the previous article, we started with a brief introduction to tensors. In this article, we will...…
I Built a Local AI Agent That Thinks Like a Brain, Not a Database
I Built a Local AI Agent That Thinks Like a Brain, Not a Database Most AI agents today are...…
Data Scientist & AI Engineer — Open to Full-Time Opportunities
Hey Dev.to the community, I'm Ashwin Gururaj — a Data Scientist & AI Engineer based in...…
Building Trustworthy LLM Judges
The LLM-as-Judge An LLM-as-Judge is a language model used to evaluate the output of an AI system against a rubric. The judge consumes some combination of……
We Didn’t Just Train AI on the Internet. We Started Training It on Itself.
There’s a quiet assumption in almost every AI discussion right now: “If we scale compute and...…
Federico@Cursor,Dimma@Fireworks深入探讨Composer2技术
红杉资本邀请Federico-Cassano@Cursor、Dmytro-Dzhulgakov(Dimma)@Fireworks，深入探讨Composer2技术 这个视频是红杉资本（Sequoia...…
Why your quantized LLM loses its MTP heads and how to keep them
Quantizing a model with multi-token prediction heads? Here's why standard conversion pipelines drop them silently, and how to preserve and calibrate them.…
Anthropic's New Security Tooling is a Wake-Up Call for Agent Builders
The new Claude security guidance plugin and self-hosted sandbox aren't just features. They represent a fundamental shift towards treating agent security as an infrastructure proble…
I Thought AI Was Slow Because It Wasn't Smart Enough. Turns Out It's Exhausted From Carrying Things.
I've been working on a question lately: can an AI run on a small local device without depending on...…
AllReduce Stalls Are Network Stalls. Most Tools See Neither.
A slow AllReduce on rank 5 lines up against TCP retransmits on rank 5’s NIC, four ms before the...…
How DeepMind AlphaProof Nexus Cracks 56-Year-Old Math: Agentic LLM Loops and Lean Formal Verification
How Google DeepMind's AlphaProof Nexus Cracks 56-Year-Old Math Problems: A Deep Dive into...…
Next.js 16 RAG Pipeline Optimization: Give Your AI a Perfect Memory
RAG (Retrieval-Augmented Generation) is the foundation of knowledge-grounded AI. But most RAG...…
LLM-as-judge variance broke our DPO training signal for 3 weeks
TL;DR: Our DPO pipeline used a single LLM as the preference judge. Training reward climbed every run....…