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AI model

Koa

Salesforce's domain-specific reasoning model for CRM tasks, post-trained on Nvidia's Nemotron base and served within Agentforce.

Known aliases

  • Salesforce Koa

Current stories

securityConfirmed4 publishers

China-based actor targets U.S. Rejetto HFS servers through a forgeable admin cookie

VulnCheck says a China-based actor began targeting vulnerable U.S. Rejetto HFS servers on October 1, exploiting CVE-2026-61500 to forge admin sessions. The fix shipped in July as version 3.2.1. Exposed instances that have not updated are reachable now.

Perspective Coverage

4 publishers
Builder
Builder 43%
Operator
Operator 47%
Investor
Investor 10%

Reality

Evidence62
Adoption
Not scored
Hype gap+30
Incentives50
Confidence60
buildOne report1 publisher

HFS leaks the Math.random() state that signs its admin cookies

Rejetto HFS 3.0.0 through 3.2.0 signs session cookies with a Math.random() key, and five leaked PRNG outputs let an attacker forge an admin session. Exploitation began on October 1, and version 3.2.1 restores secure key generation.

Publishers:dev.to

Reality

Evidence70
Adoption72
Hype gap0
Incentives50
Confidence65
securityOne report1 publisher

Anthropic's Mythos model found a session-forgery path to RCE in Rejetto HFS 3.X

Horizon3 used Anthropic's Mythos model to find CVE-2026-61500, a chain that forges Rejetto HFS admin sessions and reaches remote code execution. The firm expects frontier models to make deeper, less reliable bug classes worth weaponizing at scale.

Publishers:horizon3.ai

Reality

Evidence55
Adoption15
Hype gap+30
Incentives70
Confidence50
productOne report1 publisher

Salesforce post-trained a 120B Nemotron to take over its agents' multi-step reasoning

Koa is a post-trained Nemotron 3 Super running inside Salesforce's trust boundary, taught by reinforcement learning on simulated enterprise workflows. The case the company makes for it rests on consistency and inspectable provenance.

Publishers:salesforce.com

Reality

Evidence32
Adoption12
Hype gap+34
Incentives90
Confidence46
productOne report1 publisher

Turing Post turns the agent postmortem into a question of where the fix gets stored

Turing Post talked through agent feedback with Salesforce's chief AI scientist at Dreamforce. A correction lands in one of four places: the context, persistent memory, the software around the model, or the weights.

Publishers:turingpost.com

Reality

Evidence46
Adoption20
Hype gap+12
Incentives62
Confidence48
productOne report1 publisher

Salesforce answers the SaaSpocalypse by putting its permissions model inside Claude and Slack

AIforce opens Salesforce data, workflows and permissions to Claude, Slack and its own Lightning screen with no migration. The adoption figure it gave for Agentforce Coworker counts activations over 35 days.

Publishers:thenextweb.com

Reality

Evidence44
Adoption41
Hype gap+33
Incentives86
Confidence50
productOne report1 publisher

Salesforce puts a model of its own under Agentforce while renting Claude for sales skills

Koa was trained on synthetic data drawn from nearly 30 years of Salesforce deployments and runs inside Agentforce, where Anthropic's Claude now arrives as Claudeforce with 37 prebuilt skills. Admins get two model layers to answer for.

Publishers:siliconangle.com

Reality

Evidence38
Adoption20
Hype gap+34
Incentives80
Confidence52