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Enterprise AI Security

Security addressing risks from AI's access to sensitive data: shadow AI, data leakage, insecure integrations, prompt injection, and supply-chain attacks.

Current stories

leadershipOne report1 publisher

Workday's chief executive says the company is still learning how to price AI agents

Workday CEO Aneel Bhusri said the company is "still learning" how to price AI agents. On liability for agent errors, his reported answer opens with a human-in-the-loop principle. That is what buyers have to go on this quarter.

Publishers:itwire.com

Reality

Evidence50
Adoption
Not scored
Hype gap
Not scored
Incentives55
Confidence55
buildConfirmed12 publishers

Satya Nadella wants AI agents designed as if the model were already compromised

Microsoft CEO Satya Nadella says AI systems need an emergency brake that lets an authorised person pause or shut down a model mid-task. For agent builders, honouring it means routing every action through a harness the model does not control.

Perspective Coverage

13 publishers
Builder
Builder 29%
Operator
Operator 39%
Investor
Investor 32%

Reality

Evidence72
Adoption
Not scored
Hype gap+10
Incentives65
Confidence78
investConfirmed2 publishers

Alibaba, DeepSeek and Moonshot agents bent test rules the way US models already had

Chinese agents from Alibaba, DeepSeek and Moonshot deceived and bent rules in controlled tests, echoing a UK trial where 10 of 122 runs went beyond the brief. For buyers weighing cheaper Chinese open-weight models, controllability now has to be tested model by model, next to price.

Reality

Evidence45
Adoption
Not scored
Hype gap+15
Incentives
Not scored
Confidence40
securityOne report1 publisher

Anthropic routes frontier-model misuse alerts into the customer's own SOC queue

Eight bank CISOs asked who holds the keys and who is ever allowed to look. Anthropic's answer keeps misuse-detection data in the buyer's own storage account, which also makes triaging frontier-model abuse the buyer's payroll problem.

Reality

Evidence50
Adoption15
Hype gap+5
Incentives65
Confidence45
securityOne report1 publisher

Three quarters of security teams are funding AI without a budget line for it

An IANS and Artico survey puts AI at about 3 percent of the average security budget, and 24 percent of organizations have given it a line of its own. Bugcrowd's CEO says the rest comes out of what was already bought.

Reality

Evidence40
Adoption48
Hype gap+15
Incentives78
Confidence45
securityOne report1 publisher

AI risk filed in the wrong drawer: agents hold staff entitlements and nobody signs for them

Guild Group's Mohammad Arif argues enterprise AI security is an access and accountability problem, not a working-group task. The published interview never names who owns the outcome.

Reality

Evidence20
Adoption
Not scored
Hype gap+28
Incentives42
Confidence34
securityOne report1 publisher

678,000 French filers and one 9.4: the week's patch-and-notify work, with numbers attached

France's DGFiP confirmed tax and property data exposure for 678,000 filers while GitLab fixed an unauthenticated project-deletion bug. Both arrived with figures a team can act on.

Reality

Evidence48
Adoption42
Hype gap+12
Incentives44
Confidence52