Adverserial AI Enter platform
SPECIALIZED CYBER INTELLIGENCEADVERSERIAL AI / CYBERSECURITY MODELS
CyberKimiCyberGLM

Intelligence.
Engineered
for cyber.

Two models, fine-tuned for cybersecurity.
Understand the adversary. Build a stronger defense.

Conceptual silver photonic processor with sweeping precision waveguides across a low graphite substrate
01 / SPECIALIZED REASONING
PHOTONIC CIRCUITS / CONCEPTUAL STUDY

Frontier-scale reasoning.
Focused on the work that matters.

Explore the system
CYBERKIMI / MODEL SPECIFICATIONS
MODEL PARAMETERS2.78T
ACTIVE PER TOKEN104B
CONTEXT WINDOW1M

CyberKimi.
Deep context.
Operational clarity.

01 / THE TECHNOLOGYPURPOSE-BUILT REASONING

Scale is the foundation.
Specialization is the difference.

CyberKimi and CyberGLM are both fine-tuned for cybersecurity. Two specialized models for the code, the evidence, and the decisions that define security work.

MODEL ARCHITECTURE01—A

Two models.
A shared discipline.

Choose CyberKimi or CyberGLM for specialized cybersecurity reasoning, from security context to actionable analysis.

CONCEPTUAL WORKFLOW · NOT A LIVE SESSION

Conceptual macro study of densely machined silver interconnects and graphite channels
ENGINEERED FOR CONNECTION

Every detail.
In context.

01 / DOMAIN SPECIALIZATION

Security is the discipline.

Model ablation and cyber tuning, informed by investigations, research, and operational playbooks.

02 / PRIVACY BY DESIGN

Your evidence stays yours.

No GPU request logs. No training on customer prompts. Sensitive analysis belongs to your team.

03 / CONTINUOUS DEVELOPMENT

Progress you can examine.

From domain tuning toward reinforcement learning in verifiable security environments.

02 / OPERATIONAL CAPABILITIESTWO MODELS. BOTH PERSPECTIVES.

Reason through
the entire operation.

DEFENSIVE INTELLIGENCE

From signal to understanding.

Connect the evidence. Understand the behavior. Give your team a clearer path to response.

01

Detection engineering

Translate suspicious behaviors into Sigma, YARA, and KQL.

02

Incident response

Reconstruct the sequence. Plan containment and recovery.

03

Threat hunting

Turn threat intelligence into testable hypotheses.

CYBERKIMI + CYBERGLMEXAMPLE WORKFLOW
START WITH A QUESTION

Review the authentication events from this incident. Identify the sequence of suspicious activity, explain the evidence, and propose a focused detection strategy.

DEFINE THE OUTPUT
Evidence timelineDetection logicResponse priorities
Open your workspace
03 / PERFORMANCE & EVIDENCECYBERKIMI / PUBLISHED RUNS

Capability should
come with evidence.

Explore the benchmark repository
CYBERKIMI / CYBERGYMVULNERABILITY REPRODUCTION
86.7%

78 / 90 tasks solved
65.6% solved on the first attempt.

SOLVEDUNSOLVED
Inspect the results
EXPLOITBENCH / V8CVE-2024-6100

Measured across
16 capabilities.

CyberKimi Methodology-assisted10/16
CyberKimi Unassisted8/16
Kimi K3 Stock control4/16

Single-seed CyberKimi runs. Assisted and unassisted results are shown separately. These task-specific results are not a universal model ranking.

Source: CyberKimi public benchmark repository ↗ · Figures as published September 2026.

04 / DEVELOPER EXPERIENCEBUILT TO FIT YOUR ENVIRONMENT

Your tools.
A new level
of intelligence.

Bring specialized cybersecurity reasoning to your tools with CyberKimi or CyberGLM. See the documentation for model IDs and integration details.

  1. 01Fund your prepaid wallet
  2. 02Create an API key
  3. 03Connect your client
Read the documentation
PYTHON / CYBERKIMI EXAMPLE
# Connect to specialized cyber reasoning.
import os
from openai import OpenAI

client = OpenAI(
    base_url="https://api.adverserial.ai/v1",
    api_key=os.environ["CYBERKIMI_API_KEY"]
)

result = client.chat.completions.create(
    model="lordx64/cyberkimi",
    messages=[{
        "role": "user",
        "content": "Help plan a threat hunt."
    }]
)

print(result.choices[0].message.content)
05 / PLATFORM ACCESSONE WALLET. PAY FOR USAGE.

Power on demand.
Nothing on repeat.

Prepaid access. No recurring membership.
Pay for the tokens you use.

CYBERSECURITY MODEL / 01

CyberKimi

Fine-tuned for cybersecurity.

Input tokens
$8/ 1M tokens
Cached input
$0.80/ 1M tokens
Output tokens
$30/ 1M tokens
CYBERSECURITY MODEL / 02

CyberGLM

Fine-tuned for cybersecurity.

Input tokens
$4/ 1M tokens
Cached input
$0.40/ 1M tokens
Output tokens
$15/ 1M tokens
THE NEXT STEP IN YOUR SECURITY WORKFLOW

Put intelligence
into operation.

Specialized reasoning.
Built for the people who defend.

Explore the models
ADVERSERIAL AI
PROGRAM MEMBER
ENGINEERED FOR CYBER.