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Understanding the Layers of AI Observability in the Age of LLMs

Understanding the Layers of AI Observability in the Age of LLMs

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

BMW Aims To Double MINI Sales In India With 10 New Models By 2026

BMW Aims To Double MINI Sales In India With 10 New Models By 2026

REDMI Pad 2 Pro 5G Review

REDMI Pad 2 Pro 5G Review

Framework increases Desktop prices by up to $460 due to RAM crisis

Framework increases Desktop prices by up to $460 due to RAM crisis

OPPO Pad 5 launched in India at ₹26,999 featuring 12.1-inch 2.8K display, Dimensity 7300-Ultra, 10050mAh battery, 5G support, and more

OPPO Pad 5 launched in India at ₹26,999 featuring 12.1-inch 2.8K display, Dimensity 7300-Ultra, 10050mAh battery, 5G support, and more

Tesla brings Model Y pop-up experience to Bengaluru with test drives from 15th January

Tesla brings Model Y pop-up experience to Bengaluru with test drives from 15th January

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Day: January 5, 2026

Mahindra BE 6 Formula E Edition: First 999 Buyers Get Exclusive Track And E-Prix Perks

Mahindra BE 6 Formula E Edition: First 999 Buyers Get Exclusive Track And E-Prix Perks

[ad_1] Mahindra BE 6 Formula E Edition gets motorsport-inspired design and exclusivity Mahindra has unveiled a special Formula E themed...

January 5, 2026
Home theater powered by Dolby Atmos FlexConnect

Home theater powered by Dolby Atmos FlexConnect

[ad_1] Dolby introduced its FlexConnect technology a few years ago, vowing that it would allow customers to position soundbars and...

January 5, 2026
2026 Kia Seltos Launched, Priced From Rs. 10.99 Lakhs

2026 Kia Seltos Launched, Priced From Rs. 10.99 Lakhs

[ad_1] Second generation Kia Seltos debuts with new platform, larger size & premium features Kia India has launched the second-generation...

January 5, 2026
What Is BS7 Emission Norms? Expected Timeline & Impact On Diesel Cars

What Is BS7 Emission Norms? Expected Timeline & Impact On Diesel Cars

[ad_1] BS7 emission norms could reshape India’s diesel car market and buying decisions India’s automotive industry is closely watching developments...

January 5, 2026
Tencent Researchers Release Tencent HY-MT1.5: A New Translation Models Featuring 1.8B and 7B Models Designed for Seamless on-Device and Cloud Deployment

Tencent Researchers Release Tencent HY-MT1.5: A New Translation Models Featuring 1.8B and 7B Models Designed for Seamless on-Device and Cloud Deployment

[ad_1] Tencent Hunyuan researchers have released HY-MT1.5, a multilingual machine translation family that targets both mobile devices and cloud systems...

January 5, 2026
A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI

A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI

[ad_1] In this tutorial, we build an advanced multi-agent incident response system using AgentScope. We orchestrate multiple ReAct agents, each...

January 5, 2026
LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression

LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression

[ad_1] Zlab Princeton researchers have released LLM-Pruning Collection, a JAX based repository that consolidates major pruning algorithms for large language...

January 5, 2026
AI Interview Series #5: Prompt Caching

AI Interview Series #5: Prompt Caching

[ad_1] Question: Imagine your company’s LLM API costs suddenly doubled last month. A deeper analysis shows that while user inputs...

January 5, 2026
iQOO 15R nears launch after Bluetooth SIG appearance

iQOO 15R nears launch after Bluetooth SIG appearance

[ad_1] The iQOO 15R has surfaced on the Bluetooth SIG certification database, strongly indicating that its official debut could be...

January 5, 2026
AI could soon run fully on your device, challenging cloud data centres, says Perplexity CEO

AI could soon run fully on your device, challenging cloud data centres, says Perplexity CEO

[ad_1] Perplexity CEO Aravind Srinivas has suggested that the future of artificial intelligence could significantly disrupt the data centre industry...

January 5, 2026

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Latest Posts

  • Understanding the Layers of AI Observability in the Age of LLMs
  • Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work
  • How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak
  • Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand
  • Tata Sierra Diesel Variants Draw Majority Of Early Bookings
Understanding the Layers of AI Observability in the Age of LLMs
AI

Understanding the Layers of AI Observability in the Age of LLMs

Posted on January 13, 2026 by prakhar@affmantra.com

Artificial intelligence (AI) observability refers to the ability to understand, monitor, and evaluat…

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work
AI

Anthropic Releases Cowork As Claude’s Local File System Agent For Everyday Work

Posted on January 13, 2026 by prakhar@affmantra.com

Anthropic has released Cowork, a new feature that runs agentic workflows on local files for non codi…

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak
AI

How to Build a Multi-Turn Crescendo Red-Teaming Pipeline to Evaluate and Stress-Test LLM Safety Using Garak

Posted on January 13, 2026 by prakhar@affmantra.com

In this tutorial, we build an advanced, multi-turn crescendo-style red-teaming harness using Garak t…

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand
Automobile

Hatchback Sales In India Rebound As GST-Led Price Cuts Revive Demand

Posted on January 13, 2026 by prakhar@affmantra.com

GST cuts lift hatchback demand, but long-term segment revival remains uncertain Hatchback sales in I…

Tata Sierra Diesel Variants Draw Majority Of Early Bookings
Automobile

Tata Sierra Diesel Variants Draw Majority Of Early Bookings

Posted on January 13, 2026 by prakhar@affmantra.com

Diesel trims lead Sierra bookings, driven by wider variant spread and pricing About one month after …

BMW Aims To Double MINI Sales In India With 10 New Models By 2026
Automobile

BMW Aims To Double MINI Sales In India With 10 New Models By 2026

Posted on January 13, 2026 by prakhar@affmantra.com

BMW plans to double MINI India sales with 10-model offensive in 2026 BMW Group India is preparing fo…

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