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Intuit's AI agents hit 85% repeat usage. The secret was keeping humans involved
After shipping AI to 3 million customers, Intuit found the unlock wasn't better chatbots — it was knowing when to hand off to a human expert.
Taryn Plumb
The end of 'shadow AI' at enterprises? Kilo launches KiloClaw for Organizations to enable secure AI agents at scale
In Kilo’s vision, every employee eventually carries two identities—their standard human account and a corresponding bot account, such as scott.bot@kiloco.ai.
Carl Franzen
Slack adds 30 AI features to Slackbot, its most ambitious update since the Salesforce acquisition
The announcement, timed to a keynote event that Salesforce CEO Marc Benioff is headlining Tuesday morning, arrives less than three months after Slackbot first became generally available on January 13 to Business+ and Enterprise+ subscribers. In that short window, Slack says the feature is on track to become the fastest-adopted product in Salesforce's 27-year history, with some employees at customer organizations reporting they save up to 90 minutes per day. Inside Salesforce itself, teams claim savings of up to 20 hours per week, translating to more than $6.4 million in estimated productivity value.
Meta's new structured prompting technique makes LLMs significantly better at code review — boosting accuracy to 93% in some cases
This technique can be used out-of-the-box, requiring no model training or special packaging. It is code-execution free, which means you do not need to add additional tools to your LLM environment.
Ben DicksonSubscribe to get latest news!
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Cohere's open-weight ASR model hits 5.4% word error rate — low enough to replace speech APIs in production pipelines
Cohere releases an open-weight transcription model that runs on local infrastructure — no external API required.
Emilia David
When product managers ship code: AI just broke the software org chart
Last week, one of our product managers (PMs) built and shipped a feature. Not spec'd it. Not filed a ticket for it. Built it, tested it, and shipped it to production. In a day.
When AI turns software development inside-out: 170% throughput at 80% headcount
Many people have tried AI tools and walked away unimpressed. I get it — many demos promise magic, but in practice, the results can feel underwhelming.
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.
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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
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