Vikash Viraj

An observer, explorer, learner, and engineer.

[Diogo Almeida @CompleteSkeptic]

After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?

I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev

• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions

AFAICT the shortest path to AI-based economic revolution

[Vikash Viraj @vikashviraj_dev]

@ForrestPKnight @bryan_johnson

[Vikash Viraj @vikashviraj_dev]

Results matter. Good process never excuses bad outcomes.

[Karan🧋 @kmeanskaran]

me after making another ai agent as side project.

[Vikash Viraj @vikashviraj_dev]

It's crazy to be in a different timeline at different places. Imagine!

[Naval @naval]

The hierarchy of desire:
- The fame
- The money
- The team
- The product
- The work itself

[Vikash Viraj @vikashviraj_dev]

Life is a game. Level up at every step. You're gonna winnn!

[Vikash Viraj @vikashviraj_dev]

I recently realized that life is so beautiful. It is you that is making it worse. Open your arms and hug whatever is coming your way. Enjoy every moment.

[Vikash Viraj @vikashviraj_dev]

@aryanXmahajan Ads

[Vikash Viraj @vikashviraj_dev]

Are we cooked 🧌

[Claude @claudeai]

Introducing Claude Code Security, now in limited research preview.

It scans codebases for vulnerabilities and suggests targeted software patches for human review, allowing teams to find and fix issues that traditional tools often miss.

Learn more: https://t.co/n4SZ9EIklG

[trash @trashh_dev]

motivation

[Vikash Viraj @vikashviraj_dev]

pragmatism over perfection remain engaging and relatable for engineers navigating change.

[Vikash Viraj @vikashviraj_dev]

another day, another challenge, another AI 😃
#binaryCodeByAI

[Vikash Viraj @vikashviraj_dev]

Assume nothing. Validate everything. Sleep better.

[Vikash Viraj @vikashviraj_dev]

Agents write, but judgment still costs more than tokens.

[Naval @naval]

Nothing worse than a slow failure.

[Vikash Viraj @vikashviraj_dev]

If it takes a diagram + 20 tabs to understand a single path, you're probably building tomorrow's outage. Wdyt?

[Vikash Viraj @vikashviraj_dev]

Most “clean” designs hide assumptions that only explode under real pressure. Battle-test early, even if it’s ugly. #Engineering

[Vikash Viraj @vikashviraj_dev]

ditch the rituals, chase real outcomes!

[Vikash Viraj @vikashviraj_dev]

Mobilise people around you…