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Deep insights for enterprise AI, data, and security leaders
Orchestration
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Google's Managed Agents API promises one-call deployment at the cost of execution layer control

NanoClaw's creators are turning the secure, open source AI agent harness into an enterprise 'second brain'

Claude agents can finally connect to enterprise APIs without leaking credentials

LangSmith Engine closes the agent debugging loop automatically — but multi-model enterprises still need a neutral layer
Infrastructure
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Resolve AI says the AI coding boom is breaking production systems. It wants to fix that.
The centerpiece of the release is a new multi-agent investigation system developed by Resolve AI's in-house research lab. Instead of deploying a single AI agent to diagnose a production failure — analogous to a lone engineer pulling an on-call shift — the platform now dispatches a coordinated team of specialized agents that pursue multiple hypotheses in parallel, independently verify each other's conclusions, and construct complete causal chains from root cause to symptom. The company says the architecture delivers more than a twofold improvement in root cause accuracy on its internal evaluation benchmarks compared to earlier versions of its platform.

Cerebras says its chips run a trillion-parameter AI model nearly 7 times faster than GPU clouds
Less than a week after completing the largest tech IPO of 2026, Cerebras Systems is making its most aggressive play yet to dominate the fast-growing AI inference market. On Monday, the Sunnyvale-based chipmaker announced that it is now running Kimi K2.6 — a trillion-parameter open-weight model developed by Beijing-based Moonshot AI — for enterprise customers at nearly 1,000 tokens per second, a speed no GPU-based provider has come close to matching.

AWS nabs white hot gen AI media creation startup fal, becoming its preferred cloud provider

Google just redesigned the search box for the first time in 25 years — here’s why it matters more than you think.
For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blinking cursor, a few typed words, and a list of blue links. On Tuesday, Google will formally retire that paradigm.
Events
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Google’s new AI agent can draft your emails, monitor your inbox and eventually spend your money
Google on Tuesday unveiled Gemini Spark, a personal AI agent designed to work around the clock — drafting emails, assembling documents, monitoring inboxes, and eventually making purchases — even when a user's laptop is closed and their phone is locked.

Context architecture is replacing RAG as agentic AI pushes enterprise retrieval to its limits

Enterprises can now train custom AI models from production workflows — no ML team required

AI IQ is here: a new site scores frontier AI models on the human IQ scale. The results are already dividing tech.
For decades, the IQ test has been one of the most familiar — and most contested — yardsticks for human intelligence. Now, a startup project called AI IQ is applying the same metaphor to artificial intelligence, assigning estimated intelligence quotients to more than 50 of the world's most powerful language models and plotting them on a standard bell curve.
Security
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MFA verifies who logged in. It has no idea what they do next.

Partner Content
Americans can’t spot a deepfake, and that’s a business crisis, not just a consumer problem
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GitHub confirms 3,800 internal repos stolen through poisoned VS Code extension as supply chain worm hits Microsoft’s Python SDK

Four AI supply-chain attacks in 50 days exposed the release pipeline red teams aren't covering
Newsroom
View allGoogle DeepMind Features Hirundo’s Security-Hardened Gemma 4 Model – Outperforms LLMs 170x Its Size on Security
University of Manchester Techbio Spin-Out Secures £5 Million to Deploy Quantum Physics, AI Modelling, and Highly Automated Labs to Power Next Gen Enzyme Engineering
Payman AI Selected for ICBA ThinkTECH Accelerator
Daversa Named to Forbes’ America’s Best Executive Recruiting Firms List for Fifth Consecutive Year
Video
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Alibaba's proprietary Qwen3.7-Max can run for 35 hours autonomously and supports external harnesses like Anthropic's Claude Code

Resolve AI says the AI coding boom is breaking production systems. It wants to fix that.
The centerpiece of the release is a new multi-agent investigation system developed by Resolve AI's in-house research lab. Instead of deploying a single AI agent to diagnose a production failure — analogous to a lone engineer pulling an on-call shift — the platform now dispatches a coordinated team of specialized agents that pursue multiple hypotheses in parallel, independently verify each other's conclusions, and construct complete causal chains from root cause to symptom. The company says the architecture delivers more than a twofold improvement in root cause accuracy on its internal evaluation benchmarks compared to earlier versions of its platform.

Kore.ai launches Artemis AI agent platform, takes on Salesforce and ServiceNow
The platform arrives at a moment when every major technology vendor — from Microsoft and Salesforce to Google and ServiceNow — is racing to become the default infrastructure for enterprise AI agents. Kore.ai's answer to that crowded field is a bet on neutrality, a proprietary intermediary language for defining agents, and a philosophy that AI, not human developers, should do most of the heavy lifting.

Partner Content
AI didn’t kill brand consistency — it made it mission-critical
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Cohere cracks lossless quantization and native citations with first full Apache 2.0 licensed open model Command A+

Corti's new Symphony for Speech-to-Text model beats OpenAI at medical terminology accuracy, highlighting the value of specialized AI
Today, Copenhagen-based healthcare AI Corti is launching Symphony for Speech-to-Text, a new generation of clinical-grade speech recognition models engineered specifically for real-time dictation, conversational transcription, and batch audio processing — and their accuracy rate is the highest for this specific use case yet recorded.

Google says Gemini 3.5 Flash can slash enterprise AI costs by more than $1 billion a year
Google unveiled Gemini 3.5 Flash at its annual I/O developer conference on Tuesday, a new artificial intelligence model that the company says shatters what had become a seemingly iron law of the AI industry: that the smartest models must also be the slowest and most expensive to run.

Google unveils Gemini Omni 'any-to-any' AI model: what enterprises should know

OpenAI co-founder Andrej Karpathy announces he's joining Anthropic

Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production
Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via cosine similarity — is effective for unstructured semantic search.

The enterprise risk nobody is modeling: AI is replacing the very experts it needs to learn from
For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement or human evaluators capable of catching errors and generating high-quality feedback. The industry has invested enormously in the first. It's giving almost no thought to what's happening to the second.

Intercom, now called Fin, launches an AI agent whose only job is managing another AI agent
The company formerly known as Intercom just did something that no major customer service platform has attempted at scale: it built an AI agent whose sole job is to manage another AI agent.




