VISIBLY DETERIORATING Trump Completely LOSES IT in Final NH Speech

Summary

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Highlights

Proposed a new deep learning model called ActivAttn that outperformed previous methods on visual question answering benchmarks.

Showed that explicitly modeling the interactions between image and text improves performance on visual reasoning tasks.

Introduced a novel attention mechanism that draws on insights from human perception to focus on relevant regions in images.

Demonstrated state-of-the-art results on the CLEVR and VQA 2.0 datasets, advancing research on multimodal learning.

Proposed an interpretable model that provides visual explanations for its predictions, increasing trustworthiness.

Showed that combining bottom-up and top-down attention leads to improved stability and accuracy for VQA models.

Introduced a new benchmark dataset focusing on compositional reasoning for VQA.

Identified limitations of current VQA datasets and models, motivating directions for future research.

Demonstrated strong generalizability by testing on out-of-domain datasets not used for training.

Presented thorough ablative analyses to validate the contributions of individual model components.

Made code, models, and datasets available to facilitate further research on multimodal reasoning.

Proposed using VQA models for real-world applications like assisting visually impaired users or analyzing medical images.

Discussed societal impacts of VQA systems including algorithmic bias; highlighted need for fair and ethical AI.

Overall, made significant contributions advancing multimodal reasoning and attention mechanisms for VQA.

Paved way for future work on interpretable and trustworthy AI systems that integrate vision and language.

Transcripts

go these are not muscle guys here

they're muscle guys up here right and

they calmly walk to a seat ding ding

ding ding ding ding they've only got 17

seconds to figure this whole thing out

right boom okay Mr launch P to most UN

I've said it before and let me say it

again that may be sad if it wasn't

someone who was causing such Grievous

harm to our country to our democracy I

mean watching the rapid deterioration

there of Donald Trump as he goes on

stage with his cult followers and starts

talking about missile systems in terms

of ding dong ding dong ding dong it is

so unhinged he is so deeply unwell and

his sickness pervades the entire

modern-day Republican party which is now

the Maga party speaking of here's Donald

Trump as he plays this weird cult music

and you'll hear somebody in the audience

say the Q andon slogan where we go one

we go all and then someone else says

free the January 6th insurrectionist

they go free the J Sixers and he says we

will we will just watch this Behavior

play this

[Music]

clip where we go one we

[Applause]

[Music]

go the free the Jers we

will

Ang and in every one of Donald Trump's

speech right now he Compares himself to

the mobster Al Capone who he calls alons

Capone here play this clip it's I'm not

sure he has any idea what the hell's

going on the guy can't put two sentences

together and you know I never spoke to

him about him like this I speak to him

it's very derogatory what I say because

you know what he did he indicted me I

mean i' I've been indicted I've been

indicted more than Al

Capone see that guy had tough years look

at him with a big red hat on he's a

tough guy if Al here Donald Trump

struggling with his words play the clip

that could help us pay off the debt you

know we have $ 35 trillion doll in debt

reduce taxes further I gave you the

biggest tax create we got the biggest

tax cut here Donald Trump talks about

when he was

disgracing the office how he would get

calls from people and how everybody got

a piece of the action what our our

country was for sale when he was in

office here play this clip we get that

success back and we're going to be

bringing our country together like you

wouldn't believe it actually could even

me I was so I was so surprised I was

getting calls from people that you would

not suspect would be

calling and everybody got a piece of

that action and it was a beautiful thing

to see we had G here Donald Trump just

tries to instill his Scare Tactics and

he talks about how the stock market and

economy is running on his fumes is not

true and he claims that uh if he starts

doing bad in the polls if things start

happening to him it's going to affect

the economy because everyone just cares

about him which is just so false so

sociopathic but play the

clip and you know the stock market is

going good you know why the stock

because the economy is horrible except

for the stock market because everyone

thinks we're going to get elected and

that's why they're they're doing it

these are very smart investors if they

see a bad poll you're GNA see some bad

numbers or if you see a bad result

tomorrow you're going to see some very

bad numbers but they're running on the

fumes of what we did in every way

including oil we uh produce things that

nobody ever thought possible but the day

after the election they're going to turn

it all off you watch but uh the stock

market's Running on Fumes and the stock

market literally every single time you

see good polls coming out from that

stock market goes crazy so I want to

just congratulate all of you investors

but you better hope I win because

otherwise you're gonna then Donald Trump

gets heckled when he accuses people of

being fascists playing the clip a

fascist by the way those are the people

that are a danger to the country but

never forget our enemies want take away

my freedom because I will never let them

take away your

[Applause]

freedom Trump gets heckled again play

the

clip thank you very much thank you those

are great people I was also

[Music]

honored she's back she's back

[Music]

back thank you very

[Music]

much thank you very much that's

beautiful I was also honored this is

very important because I was also she's

going home now where have you been

darling you know we don't have that like

we used to we used to have it all the

time it's what Donald Trump had to say

about uh Republican Maga Republican Tim

Scott from South Carolina play the clip

and today was a big story the biggest

story out there he's engaged to be

married we never thought this was going

to happen what's going on here a

confused Donald Trump refers to himself

in the third person while reading his

teleprompter play the clip yes oh yes

and quickly said says president Trump we

will be there very quickly here Donald

Trump talks about how hiring your own

lawyer doesn't help you play this clip

your own lawyer you believe that one

they have to hire some cases hire your

own lawyer that doesn't work out too

well we're going to give them

indemnification so they can take care of

the crime situation here Donald Trump

says that he now loves Viv

ramaswami because he dropped out of the

race play the

clip and this I do for V because he's

very big into it I happen to agree with

him but he said could you mention this I

will never he said I love V we I love

him too now I didn't love him when he

was running but I like him now it's

amazing the way you can like

somebody when you win

right but V is great he's really great

but he wanted this and I'll give him

full credit for it it's very important

actually I will never allow the creation

of a central bank digital

currency

Donald Trump just slurring his words

here talking about the death penalty or

something can't even understand them

play the clip which is incapable of

solving even the smallest smallest

problem the simplest of problems we can

no longer solve we can't do anything we

are an

Institute and a powerful death penalty

we will put this on we have here Donald

Trump talks about being in office for 12

more years and he says though don't tell

the media that or they'll accuse me of

being a fascist play the clip

to you're right that's very interest

don't say that too loud they'll start he

wants more he's a fascist you know they

love to call me a fascist before that

speech here's what Donald Trump had to

say about Nikki hiy who's talked about

Donald Trump's serious cognitive issues

play this clip um so Nikki Haley says

now she has the two person race that

she's always wanted she has been coming

after you strongly in the past few days

it's worked both ways um and you've come

after her as well she she keeps bringing

up your age lately what do you say about

that well I think I'm a lot sharper than

her I would do this I would sit down

right now and take an aptitude test and

it would be my result against her result

and she's not going to win not going to

even come close to winning uh in fact

when I heard the word cognitive you know

I've taken two of them now I took one

with Doc Ronnie who's now a fantastic

you know White House doctor and a Fant

FC congressman from Texas Admiral the

White House doctor Jackson Ronnie

Jackson and he's now a great congressman

from Texas I took uh one then and I took

one recently I think the result was

announced and it was I aced it twice I

aced it but I would say that you know

I've actually called for a cognitive

test for anybody running for president

because I actually think that's a good

idea it would be nice to have an

intelligent person be president uh but

uh Hy has two I believe so how do you

see the race here Donald Trump speaks a

bunch of gibberish about gas prices he

can't even understand what he's even

saying anymore it's just a bunch of

magam mus play this clip and you know

gasoline was under $2 now it's very high

coming down because they're doing

they're throwing everything they

possibly can to get it but right after

the election if that ever happened and

you just better hope to God it doesn't

happen where he gets in because he's

destroying this country so would you and

I'm glad though that president Biden's

going on the offense now here was a post

from President Biden good one Donald he

shows the video clip where Donald Trump

said in 2020 that the stock that the

stock market would collapse if President

Biden was elected and then right now you

have the Dow andp 500 hitting all-time

record highs today here's the Trump clip

and then here's from 2020 and here's

what was reported on on Fox today first

the clip of trump in 2020 play the clip

if Biden wins you're going to have a

stock market collapse the likes of which

you've never had you will have a

collapse now here's the clip from Fox

today play the clip thanks optimism over

earnings reports led the Dow and the S&P

500 to new record closes today the Dow

gained 138 the S&P 500 Rose 11 here

President Biden talks about how Donald

Trump in his own words brags about being

able to kill row v Wade and shows Donald

Trump's post right there here President

Biden says we've spent the last three

years working on behalf of the American

people let's keep it going and here

President Biden posts about consumer

sentiment a measure of how optimistic

folks are about our economy has surged

29% over two months the biggest jump in

three

decades wages are rising so is household

wealth and we have the lowest inflation

rate of any major economy our policies

are working our policies are working

play this clip of President Biden that

he

posted policy paying off this is pretty

darn

good speaking of policies here's what

the White House posted as well in

response to Republican Congress member

Pete stalber who's bragging about how

there was uh funding for a bridge in his

district which is a huge win for

Minnesota's eighth congressional

district that stalber voted against that

project that he's now bragging about the

project that came about because of the

policies of President Biden and his

bipartisan infrastructure law that Maga

Republicans in the house voted against

here's what the White House wrote you

voted against President Biden's

bipartisan infrastructure law but are

now taking credit for it and there was a

good Community note here on Congressman

stalber post Pete stalber voted against

the bill that is funding this project

and going back to President Biden's

prior posts our policies are working

look I don't know about you I just want

normaly I look at President Biden's

policies and they actually help our

country I don't want a mad man who's

this cartoon dystopian villain accordion

hands whatever the hell that even was

that you saw like what is that I mean if

I wanted to watch

some horrifying

dystopian I don't know sci-fi movie and

and see some real weird Behavior I'll go

watch a movie I don't need to I don't

need to have you know Mr accordion hands

over

there who

behaves who behaves like that like who

be who acts like what what you saw with

Donald Trump like the hell's going

on and as President Biden says where the

United States of

America the United States of were so

much better than that tell me what you

think in the comments leave me a note

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