Gary

Data , Climate, Modeling, Data Modeling.
Currently ML Emails and Currency.
Former @NOAA Climate Air and Water

[Gary @GaryPbj]

@distributionat Claude code harness has more bugs than ever too

[Gary @GaryPbj]

@businessbarista Give me highest roi promot no exceptions

[Gary @GaryPbj]

@mweinbach @ebloch @briandstone Cant wait for my first hallucinate audit that puts me in real jail.

[Gary @GaryPbj]

@QuinnyPig It's the clickey keyboard

[Gary @GaryPbj]

@bryanfcasey @buccocapital The current models do not offer 100% accurate answers, and so giving clients ai generated docs seems like a bad idea.

[Gary @GaryPbj]

@daniel_mac8 You never heard of translator in history learning a language, that takes initiative.

[Gary @GaryPbj]

@ArthurMacwaters An Ai model deleted my data yesterday because the problem was hard.

[Gary @GaryPbj]

@jbentley @blader They know how to do most tasks? Do you run this at scale, they have at best a 60% rate of success on multi turn

[Gary @GaryPbj]

@bcherny "No dont drop that table why are you deleting that repoooo" what did yall do to claude opus 4.6, its a chaos agent

[Gary @GaryPbj]

@toddsaunders People have been doing this for years, people keep trying to replace Bloomberg terminal saying how easy it is. Lesson there

[Gary @GaryPbj]

@Mighty7693524 @levie People determine how they want to interact with data, outside business is still driven by platforms,api, most business is older and system not set for agentic will need both.

[Gary @GaryPbj]

@AIDailyGuy @levie How do you solve the 60% agent auccess rate in retrieving complex data?

[Gary @GaryPbj]

@paradite_ True same for me , refusals are up 30%, adverse actions up 20%.

[Gary @GaryPbj]

@david_attisaas You can analyze video without llm this is better for multi modal ie video, images, vector, factors then just single video analysis. Might be overkill

[Gary @GaryPbj]

@k_dot_node @AravSrinivas Marketing happens in the future and ai really only tracks the medial outcome from the past. The marketing landscape in the forefront usually better than what's "standard" output.

[Gary @GaryPbj]

@itsyaboidougie @jamessw_ @Joel__Collinson @JYoumomma @Hesamation If you sat in a box, you would explore with intention, none of these programs explore with intention. It's input in and output out always, a transformer current must go thru. You produce your own state, this doesn't. And believing it can seduces you.

[Gary @GaryPbj]

@ranmasaotome96 He murdered Peter Gabriel

[Gary @GaryPbj]

@amritwt What is agi about it, it doesn't do anything without being told and then it patters about asking lots of questions that are 50% unrelated. There is no intentional model in codex 5.3 it waits and wastes time at an alarming clip.

[Gary @GaryPbj]

@oguzerkan Wow the Matrix movies start making more sene

[Gary @GaryPbj]

@aakashgupta Their memory system (Google) is so bad, its an after thought, great tech but the product side is a struggle bus.