thenextweb
Theia Insights raises $8M to replace the static industry classification systems

The Cambridge-based AI company, founded by a former Amazon Alexa research scientist, builds a self-learning economic map that models companies as multidimensional entities rather than forcing them into a single bucket. MiddleGame Ventures led; Unusual Ventures returned. Amazon is not a retailer. It is also a cloud computing provider, a logistics operator, an advertising network, […]<br /> This story continues at The Next Web [...]

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venturebeat
Together AI's ATLAS adaptive speculator delivers 400% inference speedup by learning from workloads in real-time

Enterprises expanding AI deployments are hitting an invisible performance wall. The culprit? Static speculators that can't keep up with shifting workloads.Speculators are smaller AI models that w [...]

Match Score: 56.45

venturebeat
DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

When an enterprise LLM retrieves a product name, technical specification, or standard contract clause, it's using expensive GPU computation designed for complex reasoning — just to access stati [...]

Match Score: 48.31

venturebeat
Enterprise identity was built for humans — not AI agents

Presented by 1PasswordAdding agentic capabilities to enterprise environments is fundamentally reshaping the threat model by introducing a new class of actor into identity systems. The problem: AI agen [...]

Match Score: 46.95

venturebeat
Closing the data security maturity gap: Embedding protection into enterprise workflows

Presented by Capital One Data security remains one of the least mature domains in enterprise cybersecurity. According to IBM, 35% of breaches in 2025 involved unmanaged data source or “shadow data.â [...]

Match Score: 44.93

venturebeat
AI agents fail 63% of the time on complex tasks. Patronus AI says its new 'living' training worlds can fix that.

Patronus AI, the artificial intelligence evaluation startup backed by $20 million from investors including Lightspeed Venture Partners and Datadog, unveiled a new training architecture Tuesday that it [...]

Match Score: 40.95

venturebeat
Rethinking AEO when software agents navigate the web on behalf of users

For more than two decades, digital businesses have relied on a simple assumption: When someone interacts with a website, that activity reflects a human making a conscious choice. Clicks are treated as [...]

Match Score: 39.73

venturebeat
98% of market researchers use AI daily, but 4 in 10 say it makes errors — revealing a major trust problem

Market researchers have embraced artificial intelligence at a staggering pace, with 98% of professionals now incorporating AI tools into their work and 72% using them daily or more frequently, accordi [...]

Match Score: 39.18

venturebeat
Research shows ‘more agents’ isn’t a reliable path to better enterprise AI systems

Researchers at Google and MIT have conducted a comprehensive analysis of agentic systems and the dynamics between the number of agents, coordination structure, model capability, and task properties. W [...]

Match Score: 35.15

venturebeat
Tome's founders ditch viral presentation app with 20M users to build AI-native CRM Lightfield

Lightfield, a customer relationship management platform built entirely around artificial intelligence, officially launched to the public this week after a year of quiet development — a bold pivot by [...]

Match Score: 34.27