Alpha family of ai was created to be a decision engine.

I would think the monolithic llm wouldn't be as effective as using a delegation to a decision ai model.

Google should make available its AlphaFoo family of models. It's the ultimate game player, as in competitive games broadly defined, which would include court trials, purchase bidding, Negotiations, and war games, but yes, entertainment games too. It would totally complement the generative talk models. They solve different problems amazingly well, but combined, well..... Dominance

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You dropped this

I watch ml news channel on YouTube. If it's a white dude always in sunglasses, that's it.

Why not both? Intel's type of chips might not be cars' type of chips.

We all hope for meritocracy and equal opportunity.

Holup tho. Bad managers in govt were too often found to have misused their unchecked hiring authority to bring in droves of family and friends and those of their buddies at the govt. The defense against these fiefdoms of low merit but loyal hires, was to to impose micromanaged credentials rules, including degrees. I'm sorry but this happened and happens, and now the defenses have been lowered. The shitty career managers in PA are going to possibly stuff all the openings with their favorites again, because they can, now.

The federal government hiring process by comparison is still stringent with requirements for credentials, because of bad past experiences with shitty management who hire whoever they want, instead of merit. Loyalty is often substituted to replace merit and capability. Legions of useless fiefdoms result when govt lifers are given full decision authority on hiring, and by useless I mean for the public they are hired to serve. A fiefdom is of great value to the hiring manager, and their buddies, not much else, because it keeps their gravy train running longer.

The fiefdom owners will quickly fill the jobs with loyalists, and, less openings will stay open for those with merit.

I'm going to try watching this. Will big co take all the credit? Very interesting

Cerebus is possibly ending NVIDIA and AMd. Those two are tied to an older design which was good for a while, but has run its course and is now on decline.

Marketing, ie, getting other humans to behave in ways that benefit your institution with no concern for themselves, is the established number one widespread application for machine learning.

Show me a marketing operation without any ML, and I will directly chat my marketing director pal to assess this opportunity and its scope for reals.

Btw Marketing is psychology with a particular purpose.

Gpt3 is always at some risk of hallucinating its responses, due to its architecture. Your steps to prevent the hallucinations in the medical application are steps in the right direction, and may turn out to be helpful guidance for other developers of applications. Your steps toward traceability of the model's answers are also wise moves.

But bY contrast the Deepset.ai Haystack pipeline QA framework and perhaps others is designed to exactly execute Nonhallucination as well as answer provenance transparency. In the medical context, I think you'd need to demonstrate some empirical evaluations on both types of systems, to medical stakeholders, after getting some such evidence privately for your own decision as to the better architecture for a medical app.

I can say the slower responses of gpt3 types of LLMs is also a potential challenge. By contrast the Haystack design uses a combination of two or more model types in a pipeline to dramatically speed up the responses, and show you exactly where it sourced its answer in the document base.

If you follow the money, who benefits in that scenario?

In other news UK government to deputize all corporations who own web sites! What could go wrong with privatized police work? Anyone? Bueller?

The musk is rather stinky there. Is it just me?

The responsibility for execution of the UK's censoring would better belong to UK public services employees or conscripts, not the websites. A service corps is what I sm talking about. The paving company who constructed the streets and sidewalks inthe brick and mortar parts of the UK, as well the pubs and stadiums, are not equipped and should not be equipped to perform public policing jobs at alL. The police are thebest ones to be the police. l.

WOPPER: Would you like to play a game?

On Twitter?

Why not add whatever fix you need to it yourself?

You might actually be the best candidate to begin to maintain shap.

It's too big for any single application. It's like when you need to tighten a doorknob with a screwdriver but you choose to call a massive SnapOn truck delivery just for that.Sure, that thing can probably do most jobs... But it's overkill for any one job too.

"warming this century will fall between 2 and 3 degrees"

By this they mean warming is increasing versus the 1.5 degree goal.

Their writing is poor.

The health status of the recipient is going to change, actually. You're not wrong!

Why tf do you claim to know that healthcare is a joke?