FAR
far.ai
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Overview
FAR.AI is an AI safety nonprofit advancing technical research across robustness, deception, and red-teaming to ensure AI systems remain safe and beneficial.
News
Even Superhuman Go AIs Have Surprising Failure Modes FAR.AI
Jul 14, 2023 Our adversarial testing algorithm uncovers a simple, human-interpretable strategy that consistently beats superhuman Go AIs.
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Report
Beyond the Board: Exploring AI Robustness Through Go FAR.AI
Jun 17, 2024 Achieving robustness remains a significant challenge even in narrow domains like Go. We test three approaches to defend Go AIs from adversarial strategies. We find these defenses protect against previously discovered adversaries, but uncover
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Report
Technologies
Tech DNA
Python
PyTorch
TensorFlow
CUDA
GCP
Claude
GPT-5
ChatGPT
AI/ML
Python
OpenAI
Claude
GPT-5
ChatGPT
Fine-tuning
Post-training
PyTorch
Anthropic
Red Teaming
Kubernetes
SLURM
Accelerate
Reinforcement Learning
TensorFlow
Transformers
CUDA Toolkit
AI Agents
Claude Code
Cursor
LLM
vLLM
CUDA
Hugging Face
Pre-training
Edge AI
OpenAI Codex
GCP
Multimodal AI
Other
Defense in Depth
Asana
Notion
Airtable
Stack modernity
85/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
OpenAI
6 jobs
Required
$190k
-24% vs market
Claude
4 jobs
Required
$220k
+26% vs market
GPT-5
4 jobs
Required
$220k
-12% vs market
Python
3 jobs
Required
$250k
+39% vs market
ChatGPT
3 jobs
Required
$190k
+6% vs market
Fine-tuning
3 jobs
Required
$190k
-17% vs market
Post-training
3 jobs
Required
$190k
-37% vs market
SLURM
2 jobs
Required
$250k
-2% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
Kubernetes
14%
AI Agents
13%
LLM
13%
GCP
12%
Claude
10%
Share of companies in the same industry that use each technology.
Stack changes
OpenAI Codex
Aug 2026
Edge AI
Aug 2026
Red Teaming
Aug 2026
Anthropic
Aug 2026
Pre-training
Aug 2026
Post-training
Aug 2026
OpenAI
Aug 2026
Hugging Face
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
NVIDIA
Databricks
Citi
Emagine
Weekday
Salary insights
Compensation ranges based on this company's open jobs
Median
$190k
Typical range
$190k – $250k
Open positions
6
3
Jobs
Middle
33.3%
Senior
33.3%
Staff
33.3%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Middle | 1 | $190k | $190k |
| Senior | 1 | $250k | $250k |
| Staff | 1 | $250k | $250k |
Highest paying role
Senior Research Engineer
$250k
Normalized to USD per year
Growth
Hiring Momentum
54/100
Stable
Open positions
6
0 opened / 3 closed in 30 days
Median time-to-fill
55 days
faster than 29% of the market
ATS activity
Every ~20 hours
Today
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Product
33% ▲
Management
33% ▲
Sales
33% ▼
Activity Timeline
Added OpenAI Codex to stack
Aug 2026
Added Edge AI to stack
Aug 2026
Added Red Teaming to stack
Aug 2026
Added Anthropic to stack
Aug 2026
Added Pre-training to stack
Aug 2026
Added Post-training to stack
Aug 2026
Added OpenAI to stack
Aug 2026
Added Hugging Face to stack
Aug 2026
Added GPT-5 to stack
Aug 2026
Added CUDA to stack
Aug 2026
Added vLLM to stack
Aug 2026
Added LLM to stack
Aug 2026
Jobs
$170k – $250k per year • Remote/Hybrid • Full-Time
Python
AI Agents
Claude
Claude Code
Cursor
LLM
vLLM
Anthropic
Edge AI
GPT-5
OpenAI
OpenAI Codex
Red Teaming
DevOps
GCP
Kubernetes
SLURM
Apply
$125k – $190k per year • Remote/Hybrid • Full-Time • 4+ years exp • Berkeley
OpenAI
Pre-training
Apply
$125k – $190k per year • Remote/Hybrid • Full-Time
Anthropic
OpenAI
Red Teaming
Apply
$100k – $190k per year • Remote/Hybrid • Full-Time • Berkeley
Python
Accelerate
ChatGPT
Claude
Fine-tuning
PyTorch
Reinforcement Learning
TensorFlow
Transformers
GPT-5
Hugging Face
OpenAI
Post-training
Apply
$150k – $250k per year • In office • Full-Time • Berkeley
Python
ChatGPT
Claude
CUDA Toolkit
Fine-tuning
PyTorch
CUDA
GPT-5
OpenAI
Post-training
DevOps
Kubernetes
SLURM
Apply
$120k – $190k per year • Remote/Hybrid • Full-Time • PhD • Berkeley
ChatGPT
Claude
Fine-tuning
GPT-5
OpenAI
Post-training
Apply