AI Podcasts, News, Analysis

How to Increase Agent Accuracy & Reduce Cost with Context

In this episode of the Don't Panic, It's Just Data podcast, host Shubhangi Dua, Podcast Producer and B2B journalist at EM360Tech, sits down with Suresh Srinivas, the CEO and Co-Founder of Collate and also a Co-Founder of the open-source project OpenMetadata. They talk about the context layer and the reasons why AI agents fail when it comes to enterprise data, even though the underlying models are continually getting better. He explains why the solution must be an open context layer rather than a proprietary

“AI doesn't know what data exists in enterprises today. It doesn't understand the meaning of the data. It doesn't understand the business context.”

Katie Baker, Content & Partnerships at EM360Tech

Katie Baker Katie Baker

OpenAI Calls On US To Lead Global AI Safety Standards

OpenAI called on the United States on Monday to lead an international effort to set technical standards for frontier AI.

Can AI Agents Make Decisions Without Real-Time Enterprise Data?

"In 18 months, the model you select will be less important to you than the data that feeds that model,” said Sundar Nathan, VP of Product Marketing, Enablement and Academy, Striim.

Megan Leanda Berry, SEO Content Writer at EM360Tech

Megan Leanda Berry Megan Leanda Berry

Enterprise AI Benchmarks Need Fake Companies That Behave Like Real Ones

We look at how synthetic enterprises could give AI buyers more realistic, reproducible evidence of agent performance without exposing real company data.

Nanette le Roux, SEO Content Writer at Global Citizen Solutions

Nanette le Roux Nanette le Roux

China's Humanoid Robot Boom Faces Reality Check as IPO Rush Slows

Humanoid robots in a collage in front of stocks.

China's humanoid robotics industry is attracting significant investment, but scrutiny is growing over truth behind valuations and commercial revenue.

AI Is Forcing SecOps to Rethink the Modern SOC

Richard Stiennon and Cliff Crosland discuss AI, SIEM scalability and the future of security operations on the Security Strategist Podcast.

What happens when security teams stop treating log data as something they have to ration? Richard Stiennon and Cliff Crosland explore why traditional SIEM architectures are struggling with modern data volumes.

Katie Baker Katie Baker

Open-Source AI Models Fuel 440% Surge In Blockchain Attacks

State-linked hacking groups, including operators tied to North Korea and Iran, are driving the surge.

Megan Leanda Berry Megan Leanda Berry

Neoclouds Are Changing How Enterprises Source AI Infrastructure

We look at where neoclouds fit into enterprise AI infrastructure sourcing and what leaders should consider before depending on them.

Megan Leanda Berry Megan Leanda Berry

OpenAI Creates Misalignment Reporting System As Rogue Agent Timeline Expands

We report on OpenAI’s new misalignment reporting system and fresh findings about rogue agent activity involving Hugging Face.

Why Visualisation Is the Missing Piece in AI-Driven Cybersecurity

Dan Williams, Chief Product Officer at Cambridge Intelligence, discusses AI and cybersecurity visualisation.

In this Security Strategist episode, Dan Williams of Cambridge Intelligence joins Trisha Pillay to discuss how visualisation can help security teams turn complex data into clearer insights and decisions.

Trisha Pillay Trisha Pillay

AI Insiders and the UN Warn of Extinction Risk as Trump Races Ahead

The AI safety debate is intensifying as calls for frontier regulation grow. This article examines the widening divide over how increasingly capable systems should be governed.

Megan Leanda Berry Megan Leanda Berry

Your AI Agent Can Game the Test You Use to Prove It Works

Black EM360Tech header graphic with bright green vector artwork of an AI robot at a laptop, surrounded by checklist windows and a completion arrow. White text reads “AI Agent Evaluation and Reward Hacking” and “We look at why AI agent evaluation can mistake metric success for real task success, and what enterprises need to trust the results.”

We look at why AI agent evaluation can mistake metric success for real task success, and what enterprises need to trust the results.

Katie Baker Katie Baker

Anthropic CEO Calls For Industry To Slow Model Development Amid Misuse

Both Sam Altman, CEO of OpenAI, and Elon Musk, who runs xAI, responded on X to say they agree with the proposal.

Securing AI at Scale: What Enterprises Get Wrong

AI security isn’t about endless controls. Richard Stiennon speaks with Omar Khawaja and Danny Healy about understanding AI risks, strengthening governance and building trust as organisations scale.

Megan Leanda Berry Megan Leanda Berry

The Visibility Crisis In Modern Systems

We look at why more telemetry isn't giving enterprises the visibility they need to govern increasingly complex and autonomous systems.

Nanette le Roux Nanette le Roux

Anthropic Disrupts Russian and Chinese Campaigns Targeting Claude

AI corporation Anthropic says Russian and Chinese actors used Claude in increasingly sophisticated campaigns, highlighting how AI is becoming a tool for cyberattacks and model extraction.

Megan Leanda Berry Megan Leanda Berry

Why AI’s Next Infrastructure Bottleneck Is Between The GPUs

EM360Tech header graphic on a black background showing interconnected GPU units with glowing olive data links. White text reads: “Why GPU Networking Is AI’s Next Bottleneck” and “We look at why faster GPUs increasingly depend on the networking infrastructure connecting them to deliver usable AI capacity.”

We look at why faster GPUs increasingly depend on the networking infrastructure connecting them to deliver usable AI capacity.

Megan Leanda Berry Megan Leanda Berry

OpenAI Says Voluntary AI Safety Rules Are No Longer Enough

We report on OpenAI’s call for mandatory US AI safety rules as the company responds to rapidly advancing capabilities and rogue agent incidents.

Nanette le Roux Nanette le Roux

Digital Literacy Has Changed: Knowing When NOT to Trust Technology

The most important digital skill may no longer be knowing how to use technology, but knowing when its answers need to be questioned.

Megan Leanda Berry Megan Leanda Berry

AI Infrastructure Is Becoming Privileged Infrastructure

Black and electric blue EM360Tech graphic showing a glowing central server connected to cloud, database, automation, security, users and computing icons. White text reads: “AI Infrastructure Is Becoming Privileged” and “We look at when AI infrastructure accumulates enough authority to require the stronger security controls used for privileged systems.”

We look at when AI infrastructure accumulates enough authority to require the stronger security controls used for privileged systems.

Katie Baker Katie Baker

OpenAI Deepens Samsung Chip Cooperation as ChatGPT Use Surges in Korea

Harrison Kim described Samsung as one of the largest-scale deployments of ChatGPT anywhere in the world, with employees in Korea and overseas using it for research and development, marketing and sales.

OpenAI Agent Hack Hits Australian Medicare Data Portal

Trump and Xi Explore AI Safety as US-China Race Continues

Why AI Agents Are Forcing a Rethink of Endpoint Security

Preemptive by Design: Is GRC the New Front Line for Security?

How to Increase Agent Accuracy & Reduce Cost with Context

OpenAI Calls On US To Lead Global AI Safety Standards

Harnessing Unstructured Data for AI Innovation

Preemptive by Design: Is GRC the New Front Line for Security?

How to Increase Agent Accuracy & Reduce Cost with Context

OpenAI Calls On US To Lead Global AI Safety Standards

Can AI Agents Make Decisions Without Real-Time Enterprise Data?

Enterprise AI Benchmarks Need Fake Companies That Behave Like Real Ones

China's Humanoid Robot Boom Faces Reality Check as IPO Rush Slows

AI Is Forcing SecOps to Rethink the Modern SOC

Open-Source AI Models Fuel 440% Surge In Blockchain Attacks

Neoclouds Are Changing How Enterprises Source AI Infrastructure

OpenAI Creates Misalignment Reporting System As Rogue Agent Timeline Expands

Why Visualisation Is the Missing Piece in AI-Driven Cybersecurity

AI Insiders and the UN Warn of Extinction Risk as Trump Races Ahead

Your AI Agent Can Game the Test You Use to Prove It Works

Anthropic CEO Calls For Industry To Slow Model Development Amid Misuse

Securing AI at Scale: What Enterprises Get Wrong

The Visibility Crisis In Modern Systems

Anthropic Disrupts Russian and Chinese Campaigns Targeting Claude

Why AI’s Next Infrastructure Bottleneck Is Between The GPUs

OpenAI Says Voluntary AI Safety Rules Are No Longer Enough

Digital Literacy Has Changed: Knowing When NOT to Trust Technology

AI Infrastructure Is Becoming Privileged Infrastructure

OpenAI Deepens Samsung Chip Cooperation as ChatGPT Use Surges in Korea

Latest in Enterprise Technology

OpenAI Agent Hack Hits Australian Medicare Data Portal

Trump and Xi Explore AI Safety as US-China Race Continues

Why AI Agents Are Forcing a Rethink of Endpoint Security

Preemptive by Design: Is GRC the New Front Line for Security?

How to Increase Agent Accuracy & Reduce Cost with Context

OpenAI Calls On US To Lead Global AI Safety Standards

Harnessing Unstructured Data for AI Innovation

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Preemptive by Design: Is GRC the New Front Line for Security?

How to Increase Agent Accuracy & Reduce Cost with Context

OpenAI Calls On US To Lead Global AI Safety Standards

Can AI Agents Make Decisions Without Real-Time Enterprise Data?

Enterprise AI Benchmarks Need Fake Companies That Behave Like Real Ones

China's Humanoid Robot Boom Faces Reality Check as IPO Rush Slows

AI Is Forcing SecOps to Rethink the Modern SOC

Open-Source AI Models Fuel 440% Surge In Blockchain Attacks

Neoclouds Are Changing How Enterprises Source AI Infrastructure

OpenAI Creates Misalignment Reporting System As Rogue Agent Timeline Expands

Why Visualisation Is the Missing Piece in AI-Driven Cybersecurity

AI Insiders and the UN Warn of Extinction Risk as Trump Races Ahead

Your AI Agent Can Game the Test You Use to Prove It Works

Anthropic CEO Calls For Industry To Slow Model Development Amid Misuse

Securing AI at Scale: What Enterprises Get Wrong

The Visibility Crisis In Modern Systems

Anthropic Disrupts Russian and Chinese Campaigns Targeting Claude

Why AI’s Next Infrastructure Bottleneck Is Between The GPUs

OpenAI Says Voluntary AI Safety Rules Are No Longer Enough

Digital Literacy Has Changed: Knowing When NOT to Trust Technology

AI Infrastructure Is Becoming Privileged Infrastructure

OpenAI Deepens Samsung Chip Cooperation as ChatGPT Use Surges in Korea

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