Infostealers added Clawdbot to their target lists before most security teams knew it was running
Clawdbot’s MCP implementation has no mandatory authentication, allows prompt injection, and grants shell access by design. Monday’s VentureBeat article documented these architectural flaws. By Wednesday, security researchers had validated all three attack surfaces and found new ones. (The project rebranded from Clawdbot to Moltbot on January 27 after Anthropic issued a trademark request over the […]
AI agents can talk to each other — they just can’t think together yet
AI agents can talk to each other now — they just can’t understand what the other one is trying to do. That’s the problem Cisco’s Outshift is trying to solve with a new architectural approach it calls the Internet of Cognition. The gap is practical: protocols like MCP and A2A let agents exchange messages and […]
Moonshot’s Kimi K2.5 is ‘open,’ 595GB, and built for agent swarms — Reddit wants a smaller one
Two days after releasing what analysts call the most powerful open-source AI model ever created, researchers from China’s Moonshot AI logged onto Reddit to face a restless audience. The Beijing-based startup had reason to show up. Kimi K2.5 had just landed headlines about closing the gap with American AI giants and testing the limits of […]
AI models that simulate internal debate dramatically improve accuracy on complex tasks
A new study by Google suggests that advanced reasoning models achieve high performance by simulating multi-agent-like debates involving diverse perspectives, personality traits, and domain expertise. Their experiments demonstrate that this internal debate, which they dub “society of thought,” significantly improves model performance in complex reasoning and planning tasks. The researchers found that leading reasoning models […]
How leading CPG brands are transforming operations to survive market pressures
Presented by SAP The consumer packaged goods industry is experiencing a fundamental shift that’s forcing even the most established brands to rethink how they operate. It’s what some folks call the CPG squeeze, or a convergence of margin compression, trade policy headwinds, and the sobering reality that pricing-led growth is no longer a viable strategy. […]
Airtable’s Superagent maintains full execution visibility to solve multi-agent context problem
Airtable is applying its data-first design philosophy to AI agents with the debut of Superagent on Tuesday. It’s a standalone research agent that deploys teams of specialized AI agents working in parallel to complete research tasks. The technical innovation lies in how Superagent’s orchestrator maintains context. Earlier agent systems used simple model routing where an […]
Factify wants to move past PDFs and .docx by giving digital documents their own brain
Tel Aviv-based startup Factify emerged from stealth today with a $73 million seed round for an ambitious, yet quixotic mission: to bring digital documents beyond the standard formats most businesses use — .PDF, .docx, collaborative cloud files like Google Docs — and into the intelligence era. For Matan Gavish, Factify’s Founder and CEO, this isn’t […]
Adaptive6 emerges from stealth to reduce enterprise cloud waste (and it’s already optimizing Ticketmaster)
The generative AI era has sped everything up for most enterprises we talk to, especially development cycles (thanks to “vibe coding” and “agentic swarming“). But even as they seek to leverage the power of new AI-assisted programming tools and coding agents like Claude Code to generate code, enterprises must contend with a looming concern — […]
How SAP Cloud ERP enabled Western Sugar’s move to AI-driven automation
Presented by SAP Ten years ago, Western Sugar made a decision that would prove prescient: move from on-premise SAP ECC to SAP S/4HANA Cloud Public Edition. At the time, artificial intelligence wasn’t a priority on most roadmaps. The company was simply trying to escape what Director of Corporate Controlling, Richard Caluori, calls “a trainwreck:” a […]
SOC teams are automating triage — but 40% will fail without governance boundaries
The average enterprise SOC receives 10,000 alerts per day. Each requires 20 to 40 minutes to investigate properly, but even fully staffed teams can only handle 22% of them. More than 60% of security teams have admitted to ignoring alerts that later proved critical. Running an efficient SOC has never been harder, and now the […]