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AI tool poisoning exposes a major flaw in enterprise agent security
AI agents choose tools from shared registries by matching natural-language descriptions. But no human is verifying whether those descriptions are true.
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Orchestration
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Anthropic wants to own your agent's memory, evals, and orchestration — and that should make enterprises nervous
Just a few weeks after announcing Claude Managed Agents, Anthropic has updated the platform with three new capabilities that collapse infrastructure layers like memory, evaluation, and multi-agent orchestration, into a single runtime.
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Governance, not gatekeeping: How SAP brings enterprise‑grade safety to AI connectivity
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Anthropic introduces "dreaming," a system that lets AI agents learn from their own mistakes
The company also moved two previously experimental features — outcomes and multi-agent orchestration — from research preview into public beta, making them broadly available to developers building on the Claude platform. Together, the three features address what Anthropic says are the hardest problems in running AI agents at scale: keeping them accurate, helping them learn, and preventing them from becoming bottlenecks on complex, multi-step work.
How Sakana trained a 7B model to orchestrate GPT, Claude and Gemini LLMs
A 7B model that learns to route tasks across GPT-5, Claude Sonnet 4, and Gemini 2.5 Pro — using RL instead of hardcoded workflows.
Ben DicksonInfrastructure
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5% GPU utilization: The $401 billion AI infrastructure problem enterprises can't keep ignoring
Enterprises panic-bought GPU capacity for two years. Real-world audits now show average utilization stuck at 5%. Rob Strechay on what the data says — and what comes next.
Rob Strechay
Miami startup Subquadratic claims 1,000x AI efficiency gain with SubQ model; researchers demand independent proof.
A little-known Miami-based startup called Subquadratic emerged from stealth on Tuesday with a sweeping claim: that it has built the first large language model to fully escape the mathematical constraint that has defined — and limited — every major AI system since 2017.
The AI scaffolding layer is collapsing. LlamaIndex's CEO explains what survives.
Jerry Liu says 95% of LlamaIndex code is now AI-generated — and that's the point. The stack is thinning, and context is the only moat left.
Taryn Plumb
One tool call to rule them all? New open source Python tool Runpod Flash eliminates containers for faster AI dev
With Flash GA, the company is attempting to transition from being a provider of raw compute to becoming the essential orchestration layer for the AI-first cloud.
Carl FranzenEvents
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Data
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Market research is too slow for the AI era, so Brox built 60,000 identical 'digital twins' of real people you can survey instantly, repeatedly
By maintaining a pre-built audience of 60,000 twins, the company enables clients to bypass the recruitment phase of research.
Carl Franzen
OpenAI turns its sold-out GPT-5.5 party into a monthlong Codex giveaway for 8,000 developers
"We had over 8,000 people express interest in just 24 hours, and while we wish our office was big enough to welcome everyone, we weren't able to make space for every person who applied," the company wrote in the email, which VentureBeat obtained. "As a small token of appreciation, we've 10x'ed your Codex rate limits until June 5th on your personal ChatGPT account."
The RAG era is ending for agentic AI — a new compilation-stage knowledge layer is what comes next
The vector database category is undergoing a shift in response to the needs of agentic AI.
The retrieval rebuild: Why hybrid retrieval intent tripled as enterprise RAG programs hit the scale wall
Three months of VB Pulse data reveal an enterprise market in active retreat from the RAG infrastructure it spent 2025 building.
Sean Michael KernerSecurity
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An AI agent rewrote a Fortune 50 security policy. Here's how to govern AI agents before one does the same.
Every identity check passed — and the security policy still got rewritten. Here's the 6-stage framework for governing AI agents in production.
Louis Columbus
Anthropic Skill scanners passed every check. The malicious code rode in on a test file.
Gecko Security proved Anthropic Skill scanners miss bundled test files that execute via Jest and Vitest with full local permissions. The Anthropic Skill Audit Grid maps seven detection gaps plus three CI hardening steps.
Louis Columbus
One command turns any open-source repo into an AI agent backdoor. OpenClaw proved no supply-chain scanner has a detection category for it
CLI-Anything and similar agent bridge tools created an integration layer no security scanner monitors. Two exclusive interviews, a prescriptive matrix, and a five-step action plan for security directors.
Louis Columbus
Microsoft takes Agent 365 out of preview as shadow AI becomes an enterprise threat
The product, first announced at Microsoft's Ignite conference in November, positions itself as a unified control plane that lets enterprise IT and security teams observe, govern, and secure AI agents wherever they run: inside Microsoft's own ecosystem, on third-party cloud platforms like AWS Bedrock and Google Cloud, on employee endpoints, and increasingly across a sprawling ecosystem of SaaS agents built by partner software companies.
Newsroom
View allseQure Ground-Truth™ Available Now as Behavioral Defense Layer for Mythos-Class Cyber Threats
LTM and Uniphore Partner to Scale Domain-Specific AI Across Core Business Processes
Guardrail Technologies Launches Traffic Light for Code & AI™; First Security Technology to Verify & Secure AI Code and the People Creating It
Angeles Equity Partners Portfolio Company Promera Acquires Data Clean Asia
Video
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View allAnthropic introduces "dreaming," a system that lets AI agents learn from their own mistakes
The company also moved two previously experimental features — outcomes and multi-agent orchestration — from research preview into public beta, making them broadly available to developers building on the Claude platform. Together, the three features address what Anthropic says are the hardest problems in running AI agents at scale: keeping them accurate, helping them learn, and preventing them from becoming bottlenecks on complex, multi-step work.
Meet ZAYA1-8B, a super efficient, open reasoning model trained on AMD Instinct MI300 GPUs
The real headline is what ZAYA1-8B was trained on: a full stack of AMD Instinct MI300 graphics processing units (GPUs), the rival to Nvidia GPUs.
Carl Franzen
The app store for robots has arrived: Hugging Face launches open-source Reachy Mini App Store with 200+ apps
The new Hugging Face Reachy Mini App Store already hosts a library of over 200 community-built applications, and Reachy Mini owners will be able to download any of these free of charge to start
Carl FranzenMiami startup Subquadratic claims 1,000x AI efficiency gain with SubQ model; researchers demand independent proof.
A little-known Miami-based startup called Subquadratic emerged from stealth on Tuesday with a sweeping claim: that it has built the first large language model to fully escape the mathematical constraint that has defined — and limited — every major AI system since 2017.
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Why AI breaks without context — and how to fix it
Presented by Zeta Global
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Scaling AI into production is forcing a rethink of enterprise infrastructure
Presented by Nutanix
GPT-5.5 Instant shows you what it remembered — just not all of it
OpenAI updated the default model for ChatGPT to its new GPT-5.5 Instant, along with a new memory capability that finally shows which context shaped responses — at least some of them.
AI agents are missing all the discussions your team is having. SageOX has an answer: agentic context infrastructure
Their suite of tools, from the open-source Ox CLI to the hardware-enabled Ox Dot, is designed to solve the immediate problem of alignment drift.
Carl Franzen
Inside AMEX’s agentic commerce stack: How intent contracts and single-use tokens enforce AI transactions
American Express (Amex) is building a system that lets AI agents shop and pay on behalf of users — but right now it’s only within its own payment network, and still involves a black box that could hinder trust and auditability.
Salesforce launches Agentforce Operations to fix the workflows breaking enterprise AI
Salesforce's new Agentforce Operations platform breaks back-office workflows into agent-ready tasks — because most enterprise processes were never built for AI.
Emilia David
200,000 MCP servers expose a command execution flaw that Anthropic calls a feature
OX Security found 200,000 MCP servers running with an execution surface Anthropic says is by design. A product-by-product patch audit for security teams.
Louis Columbus
xAI launches Grok 4.3 at an aggressively low price and a new, fast, powerful voice cloning suite
The launch of Grok 4.3 represents a calculated bet by xAI that the market wants specialized brilliance and extreme cost efficiency over a perfectly balanced generalist.
Carl Franzen