At Omni — Breaking News, Analysis & Trending Stories

Google's $32 Billion Wiz Deal Is About Every Cloud, Not Just GCP

Google's buying Wiz for $32B to deliver AI-driven security across AWS, Azure, and GCP. It won't drop multi-cloud support, and it's Google's biggest bet yet on enterprise security.

Manoj · 3 min read · 3 weeks ago

Middle east Featured

US Blockades Strait of Hormuz as Iran Peace Talks Collapse

The US Navy began blocking all ships entering or leaving Iranian ports on Monday after weekend negotiations in Pakistan ended without a deal. Oil prices surged past $100 a barrel, Iran declared its armed forces on "maximum combat alert," and a fragile ceasefire hangs by a thread.

Manoj · 6 min read · 1 month ago

Technology Featured

Run Gemma 4 with Claude Code for Free

Google's Gemma 4 is one of the most capable open-weight coding models available right now — and with Ollama and Claude Code, you can be up and running in under 10 minutes. No API bills. No data leaving your machine. Just a powerful free coding assistant, running locally.

Manoj · 4 min read · 1 month ago

Politics Featured

AAP Silences Raghav Chadha: The Fall of a Rising Star

AAP has removed Raghav Chadha as Deputy Leader in the Rajya Sabha, replacing him with MP Ashok Mittal, and has formally blocked him from the party's speaking quota in the House. Senior leaders, including Bhagwant Mann, have accused Chadha of prioritising "soft PR" over core political work. Chadha has denied the allegations, calling the move politically motivated and an attempt to silence him in Parliament. The episode lays bare deepening factional tensions within the party.

Manoj · 4 min read · 1 month ago

Gear

Latest Articles

Agentic AI

Meet LiteLLM Agent Platform: A Kubernetes-Based, Self-Hosted Infrastructure Layer for Isolated Agent Sandboxes and Persistent Session Management in Production

Running AI agents in a local script is straightforward. Running them reliably in production across teams, across restarts, with isolated environments per context is a different problem entirely. BerriAI, the company behind the LiteLLM AI Gateway, is...

Admin · 17 min read

Ai Infrastructure

Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context

Nous Research has published Lighthouse Attention, a selection-based hierarchical attention mechanism that wraps around standard scaled dot-product attention during pretraining and is removed afterward. Unlike prior methods such as NSA and HISA that p...

Admin · 26 min read

Data Science

A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models

In this tutorial, we implement SHAP workflows as a practical framework for interpreting machine learning models beyond basic feature-importance plots. We start by training tree-based models and then compare different SHAP explainers, including Tree,...

Admin · 12 min read

Agentic AI

Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs

Vercel Labs has released Zero, an experimental systems programming language designed so AI agents can read, repair, and ship native programs without requiring human interpretation of compiler output. The language emits JSON diagnostics with stable co...

Admin · 13 min read

Politics

Repurposing Protein Folding Models for Generation with Latent Diffusion

PLAID is a multimodal generative model that simultaneously generates protein 1D sequence and 3D structure, by learning the latent space of protein folding models. The awarding of the 2024 Nobel Prize to AlphaFold2 marks an importa...

Admin · 6 min read

Politics

Defending against Prompt Injection with Structured Queries (StruQ) and Preference Optimization (SecAlign)

Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However, as LLMs have improved, so have the attacks against them. Prompt injection attack is listed as the #1 threat by OWASP to LLM-integrated...

Admin · 5 min read

Politics

Whole-Body Conditioned Egocentric Video Prediction

.modal { display: none; position: fixed; z-index: 9999; padding-top: 50px; left: 0; top: 0; width: 100%; height: 100%; overflow: auto; background-color: rgba(0,0,0,0.9); } .modal-content { margin: auto; display: block; ma...

Admin · 9 min read

Politics

RL without TD learning

In this post, I’ll introduce a reinforcement learning (RL) algorithm based on an “alternative” paradigm: divide and conquer. Unlike traditional methods, this algorithm is not based on temporal difference (TD) learning (which has scalabil...

Admin · 10 min read

Politics

Information-Driven Design of Imaging Systems

An encoder (optical system) maps objects to noiseless images, which noise corrupts into measurements. Our information estimator uses only these noisy measurements and a noise model to quantify how well measurements distinguish objec...

Admin · 6 min read

Editor's Picks

Technology

Run Gemma 4 with Claude Code for Free

Manoj · 4 min read · 1 month ago

Entertainment

🔞 5 Beyond Romance Anime : The World of Erotic Anime

Jatin · 3 min read · 1 month ago

Ai Paper Summary

NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU

Researchers from NVIDIA introduce SANA-WM, an open-source camera-controlled world model that generates 60-second, 720p videos with precise 6-DoF camera control — trained on 64 H100 GPUs and deployable on a single RTX 5090. The post NVIDIA Introduces...

Admin · 20 min read · 2 weeks ago

Google's $32 Billion Wiz Deal Is About Every Cloud, Not Just GCP

US Blockades Strait of Hormuz as Iran Peace Talks Collapse

Run Gemma 4 with Claude Code for Free

AAP Silences Raghav Chadha: The Fall of a Rising Star

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Latest Articles

Meet LiteLLM Agent Platform: A Kubernetes-Based, Self-Hosted Infrastructure Layer for Isolated Agent Sandboxes and Persistent Session Management in Production

Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context

A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models

Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs

Repurposing Protein Folding Models for Generation with Latent Diffusion

Defending against Prompt Injection with Structured Queries (StruQ) and Preference Optimization (SecAlign)

Whole-Body Conditioned Egocentric Video Prediction

RL without TD learning

Information-Driven Design of Imaging Systems

Editor's Picks

Run Gemma 4 with Claude Code for Free

🔞 5 Beyond Romance Anime : The World of Erotic Anime

NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU

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