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How xMemory cuts token costs and context bloat in AI agents
New research technique xMemory cuts token usage nearly in half for multi-session AI agents by replacing flat RAG with a four-level semantic hierarchy.
Ben Dickson
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Orchestration
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Mistral AI just released a text-to-speech model it says beats ElevenLabs — and it's giving away the weights for free
The enterprise voice AI market is in the middle of a land grab. ElevenLabs and IBM announced a collaboration just this week to bring premium voice capabilities into IBM's watsonx Orchestrate platform. Google Cloud has been expanding its Chirp 3 HD voices. OpenAI continues to iterate on its own speech synthesis. And the market underpinning all of this activity is enormous — voice AI crossed $22 billion globally in 2026, with the voice AI agents segment alone projected to reach $47.5 billion by 2034, according to industry estimates.
The three disciplines separating AI agent demos from real-world deployment
Enterprises are getting AI agents to 80–90% autonomy in production without multi-year data overhauls. Here's the methodology.
Taryn Plumb
What is DeerFlow 2.0 and what should enterprises know about this new, powerful local AI agent orchestrator?
The primary condition for use is the technical readiness of an organization’s hardware and sandbox environment.
Carl Franzen
Testing autonomous agents (Or: how I learned to stop worrying and embrace chaos)
Look, we've spent the last 18 months building production AI systems, and we'll tell you what keeps us up at night — and it's not whether the model can answer questions. That's table stakes now. What haunts us is the mental image of an agent autonomously approving a six-figure vendor contract at 2 a.m. because someone typo'd a config file.
Infrastructure
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Cloudflare’s new Dynamic Workers ditch containers to run AI agent code 100x faster
Cloudflare says dynamically loaded Workers are priced at $0.002 per unique Worker loaded per day, in addition to standard CPU and invocation charges
Carl FranzenThe three disciplines separating AI agent demos from real-world deployment
Enterprises are getting AI agents to 80–90% autonomy in production without multi-year data overhauls. Here's the methodology.
Taryn Plumb
Partner Content
Liquid-cooled AI systems expose the limits of traditional storage architecture
Presented by Solidigm
Testing autonomous agents (Or: how I learned to stop worrying and embrace chaos)
Look, we've spent the last 18 months building production AI systems, and we'll tell you what keeps us up at night — and it's not whether the model can answer questions. That's table stakes now. What haunts us is the mental image of an agent autonomously approving a six-figure vendor contract at 2 a.m. because someone typo'd a config file.
Events
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Data
View allMistral AI just released a text-to-speech model it says beats ElevenLabs — and it's giving away the weights for free
The enterprise voice AI market is in the middle of a land grab. ElevenLabs and IBM announced a collaboration just this week to bring premium voice capabilities into IBM's watsonx Orchestrate platform. Google Cloud has been expanding its Chirp 3 HD voices. OpenAI continues to iterate on its own speech synthesis. And the market underpinning all of this activity is enormous — voice AI crossed $22 billion globally in 2026, with the voice AI agents segment alone projected to reach $47.5 billion by 2034, according to industry estimates.
The three disciplines separating AI agent demos from real-world deployment
Enterprises are getting AI agents to 80–90% autonomy in production without multi-year data overhauls. Here's the methodology.
Taryn Plumb
Ai2 releases MolmoWeb, an open-weight visual web agent with 30K human task trajectories and a full training stack
Ai2 releases the first open-weight browser agent with its full training stack, letting enterprises audit and fine-tune without a proprietary API.
Sean Michael Kerner
Scale AI launches Voice Showdown, the first real-world benchmark for voice AI — and the results are humbling for some top models
The results, drawn from thousands of spontaneous voice conversations across more than 60 languages, reveal capability gaps that other benchmarks have consistently missed.
Carl FranzenSecurity
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Meta's rogue AI agent passed every identity check — four gaps in enterprise IAM explain why
Post-authentication agent control doesn't exist in most enterprise stacks. Here's the governance matrix security leaders need before RSAC.
Louis Columbus
VB Event
The authorization problem that could break enterprise AI
When an AI agent needs to log into your CRM, pull records from your database, and send an email on your behalf, whose identity is it using? And what happens when no one knows the answer? Alex Stamos, chief product officer at Corridor, and Nancy Wang, CTO at 1Password joined the VB AI Impact Salon Series to dig into the new identity framework challenges that come along with the benefits of agentic AI.
Nvidia's agentic AI stack is the first major platform to ship with security at launch, but governance gaps remain
A five-vendor governance framework maps who covers what in Nvidia's agentic AI stack — and names three holes nobody closed.
Louis Columbus
OpenClaw can bypass your EDR, DLP and IAM without triggering a single alert
30,000 exposed instances, 824 malicious skills and three security gaps no current tool can close. Here is what your team needs to do now.
Louis ColumbusNewsroom
View allPaul Daversa Named “Individual of the Year” as Daversa Redefines Executive Search for the AI Era
Virchow Raises $4 Million to Advance Biopsy Specimen Stewardship and Expand Access to Precision Oncology
Latent-Y: The Autonomous AI Agent for Drug Design at Scale
Imaginostics Receives Siemens Healthineers Letter of Support as Companies Advance Quantitative MRI Dialogue
Video
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Anthropic’s Claude can now control your Mac, escalating the fight to build AI agents that actually do work
The update, available immediately as a research preview for paying subscribers, transforms Claude from a conversational assistant into something closer to a remote digital operator. It arrives inside both Claude Cowork, the company's agentic productivity tool, and Claude Code, its developer-focused command-line agent. Anthropic is also extending Dispatch — a feature introduced last week that lets users assign Claude tasks from a mobile phone — into Claude Code for the first time, creating an end-to-end pipeline where a user can issue instructions from anywhere and return to a finished deliverable.
You thought the generalist was dead — in the 'vibe work' era, they're more important than ever
Not long ago, the idea of being a “generalist” in the workplace had a mixed reputation. The stereotype was the “jack of all trades” who could dabble in many disciplines but was a “master of none.” And for years, that was more or less true.
Luma AI launches Uni-1, a model that outscores Google and OpenAI while costing up to 30 percent less
Uni-1 tops Google's Nano Banana 2 and OpenAI's GPT Image 1.5 on reasoning-based benchmarks, nearly matches Google's Gemini 3 Pro on object detection.
Michael Nuñez
Cursor's Composer 2 was secretly built on a Chinese AI model — and it exposes a deeper problem with Western open-source AI
But the story that matters here is not about one company's disclosure failure. It is about why Cursor — and likely many other AI product companies — turned to a Chinese open model in the first place.
Sam WitteveenMore
Nvidia's Nemotron-Cascade 2 wins math and coding gold medals with 3B active parameters — and its post-training recipe is now open-source
The post-training pipeline behind Nvidia's compact open-weight model may matter more to enterprise AI teams than the model itself.
Sam Witteveen
Partner Content
From lab to market: Rose Rock Bridge fast-tracks energy innovation in Tulsa
Presented by Tulsa Innovation Labs
Three ways AI is learning to understand the physical world
LLMs can't reason about physics. World models might — and three distinct architectural approaches are competing to fill that gap.
Ben Dickson
Mistral's Small 4 consolidates reasoning, vision and coding into one model — at a fraction of the inference cost
The Apache 2.0 model runs on as few as two DGX B200s and beats GPT-OSS 120B on LCR — but still trails Qwen and Haiku on reasoning benchmarks.
Emilia David
Anthropic just shipped an OpenClaw killer called Claude Code Channels, letting you message it over Telegram and Discord
The consensus among early adopters is that Anthropic has successfully internalized the most desirable features of the open-source movement—multi-channel support and long-term memory
Carl Franzen
Why enterprises are replacing generic AI with tools that know their users
The bar for enterprise AI just got a lot higher — and most tools aren't clearing it.
Taryn Plumb
Cursor’s new coding model Composer 2 is here: It beats Claude Opus 4.6 but still trails GPT-5.4
It has to prove that its integrated platform, team controls and now its own in-house models add enough value to justify sitting between developers and the model makers.
Carl Franzen
Xiaomi stuns with new MiMo-V2-Pro LLM nearing GPT-5.2, Opus 4.6 performance at a fraction of the cost
MiMo-V2-Pro utilizes a 7:1 hybrid ratio (increased from 5:1 in the Flash version) to manage its massive 1M-token context window.
Carl Franzen