podnami
Joined 6 years ago
Joined 6 years ago
If you are doing coding only then official benchmarks are mostly right, but as many people are starting to do for instance marketing work with LLMs now there’s very little correlation between coding and creativity for instance.
Compliance is everything, and SAFe (Scaled Agile) is deployed as a blunt instrument.
Management treats software exactly like hardware production lines—everything is just an "engineering process" that can be optimized on a spreadsheet.
The underlying assumption is that individual engineering talent is just an interchangeable commodity. Once you view developers as replaceable cogs, outsourcing the entire infrastructure to the lowest bidder in India becomes the logical conclusion.
It’s a textbook case of process-over-people driving institutional tech debt.
Anecdotally OpenAI is trying to get into our enterprise tooth and nail, and have offered unlimited tokens until summer.
Gave GPT5.4 a try because of this and honestly I don’t know if we are getting some extra treatment, but running it at extra high effort the last 30 days I’ve barely see it make any mistakes.
At some points even the reasoning traces brought a smile to my face as it preemptively followed things that I had forgotten to instruct it about but were critical to get a specific part of our data integrity 100% correct.
- How aligned has it been to “know” that something is true (eg ethical constraints)
- Statistical significance and just being able to corroborate one alternative in Its training data more strongly than another
- If it’s a web search related query, is the statement from original sources vs synthesised from say third party sources
But I’m just a layman and could be totally off here.