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Key developments and analysis from the frontier of AI research and industry.

New Model

Helios: Real Real-Time Long Video Generation Model

A new video generation model called Helios has been introduced. It’s a 14B parameter autoregressive diffusion model capable of generating video at 19.5 FPS on a single NVIDIA H100 GPU while supporting minute-long videos. The model handles text-to-video, image-to-video, and video-to-video tasks and is designed to reduce long-video drifting through improved training strategies. Despite its size, Helios achieves real-time generation with efficient infrastructure optimizations, and the team plans to release the code and models for the community.

Mar 6, 20266 min read
LLM Agent

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints

A new benchmark called DeepPlanning tests how well AI can plan complex real-world tasks like multi-day travel plans and shopping within a budget..

Mar 06, 20268 min read
LLM GPT

Introducing GPT‑5.4

OpenAI has released GPT‑5.4, a new frontier AI model available in ChatGPT, the API, and Codex. It improves reasoning, coding, and real-world work tasks while being faster and more token-efficient.

Mar 5, 202610 min read
Safety

AI Safety in 2026: Progress, Setbacks, and What Remains Unsolved

From Constitutional AI to RLHF improvements — a comprehensive look at how leading labs are approaching alignment and what the most critical open problems still are.

Feb 8, 202612 min read
Agents

Agents in the Wild: How Autonomous AI Is Transforming Workflows

From coding assistants to business process automation, AI agents are moving beyond demos into production. We examine what's working, what's failing, and the infrastructure that matters.

Feb 5, 20269 min read
Research

Reasoning Models vs. Instruct Models: When to Use Each

o3, DeepSeek-R1, and Claude's extended thinking mode have made reasoning-first models mainstream. A practical guide to choosing the right model type for your task.

Feb 2, 20267 min read
Industry

The True Cost of Running AI at Scale: A 2026 Infrastructure Breakdown

GPU costs, inference optimisation, and the rise of model distillation — what companies actually spend to run AI in production and the strategies cutting those bills in half.

Jan 28, 202611 min read
Research

Fine-Tuning vs. RAG vs. Prompt Engineering: The Definitive Comparison

A rigorous benchmark comparing all three adaptation strategies across accuracy, latency, and cost — with clear recommendations for different use-case profiles.

Jan 22, 202614 min read
AI Trading AgentMarch 22, 2026

TCS Trading Analysis Report

A comprehensive technical analysis of TCS (Tata Consultancy Services) generated by our cutting-edge AI trading agent — covering price action, moving averages, RSI, MACD, volume analysis, and actionable trading strategies with precise entry/exit levels.

Stock Analyzed
TCS.NS
Analysis Date
Mar 21, 2026
Price at Analysis
₹2,390.6
Report Type
Full Technical
Creator Content

AI Videos & Explainers

The best AI video content from creators and researchers across the web — curated weekly.

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