| {"text": "[S1] Hey, do you know the AI world has been super lively lately?[S2] Oh, yeah, new news every day. It feels like, um, a lot of big companies are just pushing really hard to get ahead.[S1] Right, right, exactly. Like, big news popping up every other day. Recently, I saw something about Anthropic. Didn't they release Claude 4?[S2] Oh, Claude 4, yeah, I saw some reports. They said it's really powerful, their latest model.[S1] Mhm, they're calling it the world's best programming model,sounds super impressive.[S2] Mm.[S1] Hey, really? World's best? That title alone is pretty catchy.[S2] Yeah, that really makes you curious, actually.[S1] Right? And it claims that for long tasks requiring extreme focus and thousands of steps, it can maintain stable performance.[S2] Mm.[S1] Meaning, it doesn't crash easily.[S2] Wow, that's amazing. So, it doesn't crash easily, huh?[S1] Exactly. They said, like, the Japanese e-commerce giant Rakuten, you know them, right? They actually verified Claude Opus 4's capability. In a demanding open-source refactoring task, it ran independently for seven hours.[S2] Seven hours?[S1] And throughout that time, its performance remained completely stable.[S2] Wow, my goodness. It runs on its own for seven hours without a break? That's incredible.[S1] Yeah, for those tasks that need focused effort and thousands of steps, it can handle them steadily.[S2] Mm, that's really something.[S1] Uh, so it's especially suitable for complex coding and problem-solving scenarios.[S2] Oh, I see. So, how's its performance in programming, really? Is it actually much better than before?[S1] Yeah, they mentioned the SWE-bench evaluation, which is a benchmark test for software engineering tasks.[S2] Oh, I know that test, it's quite professional.[S1] Mm, their Claude Sonnet 4 achieved an accuracy of 72.7 percent.[S2] Mm, 72.7 percent, that's high.[S1] Right, and they also compared it to the previous Sonnet 3.7 version.[S2] Mm.[S1] The 3.7 version got 62.3 percent.[S2] Oh, that's about a ten-point difference, then.[S1] Exactly, so Sonnet 4 improved significantly.[S2] Hmm, so it seems like this upgrade is substantial, not just hype.[S1] Indeed. And they also released Claude Code, which is a dedicated programming tool.[S2] Hmm, like, for developers to use?[S1] Yes, they said Claude Code is officially launched and supported by both Claude 4 models.[S2] Oh, I see. So, not only are the models powerful, but they've also improved the tools, like a complete package.[S1] That's right. And they also said that Claude Code isn't just for programmers.[S2] Huh? If it's not for programmers, then who's it for?[S1] They said, even for people who aren't really good at programming,[S2] Mm.[S1] Like product managers, if they want to create a prototype for an idea, they can just ask Claude to do it.[S2] Wow, that's really interesting. So, you don't have to write the code yourself, you just let the AI help you realize your ideas, right?[S1] Yeah, they're saying that in the future, if you have an idea, you might not need to write a document; you can just have it help you create the prototype.[S2] Hmm, that sounds a bit like, uh, will programmers' jobs become less common in the future?[S1] Hmm, it might be more like, Scott White, who's their product lead, he said that Claude is transforming from a tool that provides answers into a truly capable collaborative partner.[S2] Oh, I understand. So, it helps you with, uh, more basic or repetitive tasks, allowing you to focus more on creative things.[S1] Yes, exactly. And the models they released this time are called Opus 4 and Sonnet 4.[S2] Mm.[S1] Opus 4, they say, is their most powerful model to date, and also the world's best programming model.[S2] Definitely the flagship model.[S1] And Sonnet 4 is a major upgrade to Sonnet 3.7.[S2] Oh, so what are the specific differences between the two?[S1] Hmm, Opus 4 is better at high-end tasks like coding, research, writing, and scientific discovery.[S2] Hmm, Opus sounds more all-around capable.[S1] Right, and Sonnet 4 is more suitable for everyday use cases; it offers cutting-edge performance for daily tasks.[S2] Oh, I see. So, one is super high-end, and the other is also super strong for everyday use.[S1] Yes, and both models use a hybrid mode design.[S2] Hybrid mode? What does that mean?[S1] It means it can provide almost instant responses, but also perform deeper reasoning and thought.[S2] Oh.[S1] Like, uh, expansive thinking.[S2] Oh, I see. So, sometimes it needs to be fast, and other times it needs to be slow and think deeply.[S1] Exactly.[S2] Hmm, so what about the pricing? Is it very expensive?[S1] The pricing is the same as the previous Opus and Sonnet models.[S2] Oh.[S1] For Opus 4, it's fifteen dollars per million input tokens and seventy-five dollars for output tokens.[S2] Wow, output is much more expensive![S1] Right. And for Sonnet 4, input is three dollars and output is fifteen dollars.[S2] Hmm, Sonnet is much more affordable then.[S1] Yes, and Sonnet 4 is also available for free users.[S2] Oh, that's good, everyone can try it out.[S1] Mm, exactly.[S2] Hey, so how does it compare to other AI giants? Where does it stand now?[S1] This release of theirs has intensified the competition with giants like OpenAI and Google in the top-tier model space.[S2] Yeah, it really feels like everyone's pushing hard lately.[S1] Right? Like, Microsoft also announced new coding agents, didn't they? And they partnered with Elon Musk's xAI.[S2] Mm.[S1] Google, meanwhile, is accelerating the integration of AI agents into their services.[S2] Right.[S1] And OpenAI is even more impressive; they just made a six-point-five-billion-dollar deal to acquire an AI hardware startup founded by the father of iPhone, former Apple design chief Jony Ive.[S2] Wow, six-point-five billion, that's a huge move. It feels like AI competition is really heating up.[S1] Exactly, so for investors, it means re-evaluating the competitive landscape in the AI sector.[S2] Hmm, makes sense. So, does this Claude 4 also bring a lot of opportunities for Anthropic?[S1] Yeah, its strong performance in coding, reasoning, and agent tasks will definitely help it capture more market share and enterprise clients.[S2] Hmm, sounds like it has huge potential indeed.[S1] Mm, it just feels like the AI competition now is all about who can push the technology to new heights.[S2] Exactly, and also who can really, uh, implement these technologies into practical applications.[S1] Right, right, exactly like that.[S2] Okay, well, this news about Claude 4 today really makes you feel like AI has taken a huge leap forward.[S1] Yeah, looking forward to it bringing more surprises in the future.", "prompt_audio_speaker1": "/inspire/hdd/project/embodied-multimodality/public/yqzhang/infer_prompt/testset/audio/moon-en1/en_spk1_moon.wav", "prompt_text_speaker1": "OK. I'm starting to see how this multi-headed approach could lead to some pretty impressive results.", "prompt_audio_speaker2": "/inspire/hdd/project/embodied-multimodality/public/yqzhang/infer_prompt/testset/audio/moon-en1/en_spk2-moon.wav", "prompt_text_speaker2": "It's not just crunching data. It's starting to develop a more sophisticated understanding of how language actually works.", "output_audio": "/inspire/hdd/project/embodied-multimodality/public/yqzhang/infer_res/from_newckpt_step40000/test_en/gpu0/output_0.wav"} |