Salesforce counts 7 billion agentic tasks. Gartner predicts 40% cancellation. McKinsey says 93% are over budget. None of these numbers talk to each other — and that’s shaping where billions get spent.
Sammy Azdoufal, an AI strategist based in Barcelona, was attempting to control his DJI Romo robot vacuum with a PS5 gamepad using Claude Code when he uncovered a critical security failure. By extracting his own device’s private API token, Azdoufal discovered that DJI’s MQTT broker allowed him to access approximately 7,000 other Romo vacuums across…
The language around enterprise AI success is undergoing a quiet but significant transformation. For years, the conversation centered on productivity gains, efficiency improvements, and vague promises of transformation. Now, according to the Futurum Group’s 1H 2026 Enterprise Software Survey, which polled 830 IT leaders, direct financial impact has replaced productivity as the number one AI…
The authentication gap has migrated to the outermost layer of enterprise infrastructure: the VPN. While previous waves of exploitation targeted middleware, identity providers, and endpoint management systems, the focus has shifted to the gateways that define the perimeter. Recent activity across Palo Alto, Check Point, Cisco, and Citrix confirms that VPN infrastructure is now the…
A 15-day window separated the disclosure of CVE-2026-19490, a critical authentication bypass vulnerability in Citrix NetScaler ADC and NetScaler Gateway, and the first observed exploitation attempts. Disclosed on August 19, 2026, the vulnerability carries a CVSS v4.0 score of 9.3 and affects versions 14.1 before 14.1-73.32 and 13.1 before 13.1-63.21, including FIPS and NDcPP builds.…
Cognition AI has raised $2 billion in a Series E round that values the company at $48 billion. The round, led by Andreessen Horowitz and Accel with participation from Founders Fund, General Catalyst, Avenir, Benchmark, Bessemer, Kleiner Perkins, Greylock, Lightspeed, Altimeter, Bond Capital, Meritech, Atreides, Valor, and T. Rowe Price, nearly doubles the $26 billion…
Forty-eight billion dollars. That’s what investors think Cognition AI is worth after its September 2026 Series E, a round that raised more than $2 billion led by Andreessen Horowitz and Accel. The number is eye-catching. But for anyone running engineering teams or managing software delivery, the more useful data point is what’s happening inside the…
The United States federal government is currently the site of a high-stakes collision between three distinct theories of AI agent governance. Within a 90-day window, lawmakers have introduced competing frameworks that seek to define the future of autonomous systems. This legislative activity occurs against a backdrop of regulatory silence: CRS report IF13151 confirms the absence…
Accenture’s decision to dedicate 1,000 forward-deployed engineers (FDEs) to a new joint group with Google Cloud is less of a standard hiring announcement and more of a high-stakes capital signal. When a global consultancy commits that level of specialized human capital, they aren’t just chasing a trend; they are betting that the primary friction in…
The recent announcement from OpenAI regarding the Navier-Stokes equations highlights a shift in how complex mathematical problems are approached through massive computational scale. On September 8, 2026, the organization reported that an internal AI model, operating over an 88-hour autonomous run with 10,000 agents, produced a proof of finite-time blowup for the forced 3D Navier-Stokes…