I think the "brain in a vat" comparison is more apt.
Without a form of digital embodiment (harness) they are not of much use.
Sensor, tooling, memory, planning, and reasoning loops all lead to a much higher quality task-completion.
Code World Models in Simultaneous Move settings like Capital Markets. DeepMind's CWM approach relies on standard MCTS/IS-MCTS, which assumes a single active player at each node.
This doesn't work in simultaneous-move settings like Orbit Wars (or order-book markets), converging to an exploitable pure strategy rather than a Nash equilibrium.
LeCun's JEPA, by contrast, is a learned neural world model, which lacks the determinism, speed, and debuggability of a code-based simulator. Thus, it can drift or predict illegal states, and you can't inspect why it made a prediction the way you can trace a Python function.
TL;DR: The benefit is better auditability and easier RL-like training.
The SM-MCTS extension fixes the first problem (decoupled UCB per player approximates Nash equilibrium instead of a pure strategy) while keeping the second advantage intact (a deterministic, inspectable code simulator).
Please educate yourself more on this. Step out of your bubble.
Christian nations have created the cultural and technical achievements over the last thousands of years. There is nothing even remotely comparable.
I wouldn't thank Christianity for the scientific advancements of the West, except maybe for protestant work ethic. Science only started to flourish when Catholic church started to lose power, and religion became a bit more separated from law and politics.
Best religion for progress of humanity is the one that embraces work, tells people to treat each other fairly, and otherwise keeps its hands off from irrelevant details of people's lives - things like what consenting adults do in bed, what they eat or drink, what they can or can't say.
Unfortunately Christians have been historically way too focused on the bad parts while ignoring the good parts, leading to madness like wars between Catholics and Protestants and discrimination of minorities. Think of the current conservative elite in America for example - it's hard to find people who are further away from teachings of Jesus Christ than those greedy, hateful idiots.
More like the last 500 years.
Before that the cultural and scientific centers of the world were variously in muslim, hindu, chinese, roman and other civilizations.
The Roman/Byzantine empire was pretty much destroyed by Muslims, though. Its a but like thanking the Franks/Goths/etc. for preserving Roman cultural identity in Western Europe by preserving some of their texts..
> The Roman/Byzantine empire was pretty much destroyed by Muslims, though
This is hilariously untrue, if one is talking about the Western Roman empire. An islamic state did conquer Constantinople, which I presume is what you mean.
The Roman empire (western) basically fell apart due to infighting more than anything else.
I don't believe in the original sin of slavery in Western countries.
Slavery has been existed for centuries before and, despite being abolished by Western countries (hint: there were several wars were people lost lives), still exists in China, India, Indonesia, and a large group of Arab countries.
> I don't believe in the original sin of slavery in Western countries.
I have no idea what that sentence is specifically meant to mean, that aside, western countries have had actual slavery and effective slavery both in the past and the present.
I don't mean to exclusively beat on Christians or just Catholics here; but I do intend to counter your apparent narrative of good Christians and evil Muslims.
Christians certainly diminished a lot of cultures, just as other religions also did - the initial point that started this above.
Be fair now, the Catholic Church hasn't always and consistently been a backward medieval deathcult - there have been periods of non Crusading, non Inquisition, not slaughtering Cathars, not trading in babies, etc.
Its been the most anti-slavery religion and was the main motivation for the abolition of slavery. There is no Christian objection to 'miscegenation' and its a weird concept only taken up in America and a few other places like South Africa during apartheid, and it owes more to race science than Christianity.
> Its been the most anti-slavery religion and was the main motivation for the abolition of slavery.
Which branch of Christianity though? There was a huge disparity in approaches in new england colonies (ie rhode island thought the indigenous should have rights, Massachusetts couldn't give a shit about anyone other than the elected.)
A lot of the english abolitionists were radicals, well outside the mainstream. The Quakers, Methodists, shakers were all deeply scary to the establishment
There was always Christian opposition to slavery much of it from the mainstream as well as radicals. St Augustine, Gregory of Nyssa, several Popes and . Several Christian kingdoms (including England) abolished slavery and/or slave trading in medieval times.
The US has tended towards justifying slavery, and its arguments included the ¨curse of Ham" borrowed from Muslim slave traders. British colonies in the Caribbean produced censored version of the Bible for slaves.
Yet Christians had no problems taking, owning an selling slaves on an industrial scale for 100s of years. Their book even includes an ownership guide. And then you want a gold star for stopping what you created? The theocratic mind is laughable.
You mean the books of the Bible containing rules explicitly rejected by Christians from the start? The rules that Jesus is recorded as saying was a moral compromise? You are also conveniently skipping over the declarations of equality (with regard to slavery, race and sex) in the New Testament.
That's the thing, there's something about just about everything that can be interpreted in either direction. But christians are just humans, we do these things. The problem I have is when christians pretend they are better and always were because their new interpretation of some text. American slavery being a great example of this as the bible was just to both justify and in abolishment. And as usual, its all about what parts we currently like while ignoring the others.
To be fair in addition to the uncountable horrible things it did or took part in the Catholic church did build the foundations that allowed the concepts of modern scientific thought to develop. No other religion did that.
And they burned quite people for defending the science that went against their beliefs. They only stopped when they thought it would be good for their economic profits.
Exactly the same when they stopped protecting slavery, when they thought it would be good as they would get a lot of new followers and all the money and influence that would come with them.And all the fights that gave birth to the other Christian churches always for the same reasons power and money.
Oh playing the old game of "you more" , we're not debating which belief is more savage than the other, all of them are, we're pointing out that the followers of the supposedly all loving version of a god killed,should we say assassinated, lots of people just because their discoveries did not fit in their stories books.
That varied wildly. Generally more of an exception that the rule but in the worst cases like under the Almohad’s you did have Jewish or even less extremist Muslim refugees fleeing to the more tolerant (at the time) Christian kingdoms.
Well yes it’s relative. However the Church in the 1400s to 1600s or so was generally very permissive of scientific debate and not strictly dogmatic. See Galileo’s story, the issue is that when they rejected something (based on a reasonably valid scientific process albeit based on flawed evidence available at the time) that was kind of it and continued to challenging the consensus got you into some deep trouble (with a few exceptions).
One interesting thing is that in the 1400s open debate and heterodoxy was generally tolerated or even accepted IF you did it in Latin and only inside the “international scholar network” that existed at the time and didn’t go around preaching your ideas to peasants and such.
I’m certainly not implying that it was in any way good or let alone perfect in absolute terms, just that it.
Undead Labs has shipped nothing
Compulsion shipped South of Midnight topping at ~1600 players on Steam
Ninja Theory has shipped Bleeding Edge and Hellblade 2
and
Double Fine shipped Keeper and Kiln.
It's a net positive that these studios and this culture is gone.
I am sure that food was amazing.
It's on the publisher and owner to guide studios in a direction that makes money. That's literally their purpose. If these studios aren't releasing anything and they aren't making money, that's on Microsoft. So things aren't better if these studios are gone. The same people who managed this mess for ten years are still there. If you're not going to do anything to ensure these studios actually do what you need them to, I don't understand what the point was of acquisitions.
>2027 you will use a workspace frameworks (Amazon, Microsoft) sensor libraries and world models.
The only people who'll be using Microsoft for anything AI are those whose employer forces them, like with Teams. All their AI offerings are overwhelmingly inferior for anything code related.
But did they deliver anything yet?
There are many startups with notable founders that are not being able to get models launched. And even if they are able to launch, so they get PMF.
In case of Sakana, they clearly focus on the Japanese market an have buildup a good pipeline on sovereign AI. But similar to Aleph Alpha or to a certain extend Mistral, I don't see how they can keep up.
I live in Japan and yet can't seem to pay for their API in JPY... I bet their enterprise customers don't have that problem but it was pretty annoying given "AI in Japan" appears to be there only selling point.
The only way they can compete in Japan is the enterprise-game. Their partnership with Daiwa and MUFG is probably exactly what they should be doing. I doubt that they get that far though. Like Mistral who has partnerships with BNP Paribas and Airbus, they deploy in an on-premise or private cloud and in those settings, their models make good PoC's but cant compete where it gets interesting -- Workspace Agents. If you look at them from a Chatbot over RAG perspective, maybe they can do it. But that's tech from 2023.
I think every country/major country at the government level will back any home grown talent in view of USA restrictions.
The models don't need to be as good, just good enough for the task. I am using a Claude Q3 2024 model mostly (Haiku 4.5) at present, and it delivers what I need.
reply