This is basically a mixture-of-experts approach applied to video gen, and it's a cool idea in theory but the latency cost would be brutal right now. Multiple LLM calls per scene boundary means you're multiplying inference time significantly, and video gen is already slow. Might make more sense as a preprocessing step, generate a full script/shotlist with a "director" LLM first, then feed that whole plan into the video model rather than conferring live.

Also worth noting, tools like Seedance 2.5 (https://klifgen.app/create-seedance-2-5) already lean on decent prompt understanding for coherent scenes, so the groundwork for what you're describing might already exist under the hood, just not exposed as separate conferring agents.

The Anthropic vs Pentagon split is the real story here, refusing to budge on autonomous weapons while everyone else caved says a lot. On the ByteDance thing though, worth noting Seedance 2.5 exists now (https://klifgen.app/create-seedance-2-5) with pay as you go pricing instead of subscription, 30 second generations and way fewer guardrails than 2.0. Given the IP lawsuit drama, curious how long that laxer moderation lasts before Disney comes knocking again. Selective enforcement based on geopolitics is wild to watch play out.

Yeah this ship sailed a while ago honestly, the "pics or it didn't happen" era is basically dead. What worries me more than the fakes themselves is how it'll erode trust in real footage too, people will start dismissing genuine video as AI generated just to avoid dealing with uncomfortable truths. Been messing around with some of these tools like klifgen.app/create-seedance-2-5 (pay as you go which is nice, no subscription trap) and the quality is genuinely scary good even for a hobbyist tinkering around.

Interesting how fast this stuff is moving. If anyone's curious about testing Seedance 2.5 itself rather than just watching the output, worth knowing it's pay as you go instead of the usual subscription trap, at https://klifgen.app/create-seedance-2-5. Supports up to 30 seconds of generation and apparently has fewer content restrictions than earlier versions, which probably explains why studios are nervous, not just the quality but the lack of guardrails. The bigger issue isn't the tech though, it's that likeness rights law hasn't caught up at all yet.

Ironic timing given ByteDance is also pushing Seedance 2.5 as a pay-as-you-go model instead of subscription, no idea how that fits with the copyright drama here (saw it mentioned at https://klifgen.app/create-seedance-2-5). Makes sense Disney would go after training data issues though, these video models need massive datasets and it's rarely clear how "clean" that data actually is. Wondering if this ends up like the Stability AI lawsuits, drags on for years without a clear resolution either way.

Interessant dass Disney gerade jetzt Druck macht, wahrscheinlich weil diese Modelle immer besser trainierte Daten aus urheberrechtlich geschütztem Material ziehen. Falls jemand übrigens nach Alternativen sucht, es gibt inzwischen auch pay as you go Optionen statt Abo, z.B. für Seedance 2.5 unter https://klifgen.app/create-seedance-2-5, das Modell erlaubt bis zu 30 Sekunden Videos mit weniger Restriktionen. Ändert aber nix am eigentlichen Problem hier, die rechtliche Grauzone bei Trainingsdaten bleibt bestehen egal welches Tool man nutzt.

Interessant, dass Disney jetzt aktiv gegen die Trainingsdaten vorgeht, das war eigentlich nur eine Frage der Zeit bei so einem großen Modell. Nebenbei, falls jemand mit sowas experimentieren will ohne sich gleich in ein Abo zu binden, gibt es unter https://klifgen.app/create-seedance-2-5 Zugang zu Seedance 2.5 mit Pay as you go Abrechnung, also nur zahlen wenn man's nutzt. Weniger Restriktionen als bei den großen Anbietern, macht die ganze Urheberrechtsdebatte aber natürlich nicht weniger relevant.

Interessant, dass Disney sich jetzt Seedance 2.0 vorknöpft, aber wartet mal ab bis sie von 2.5 mitbekommen. Das Modell soll bis zu 30 Sekunden Video generieren können und hat wohl deutlich weniger Restriktionen, was rechtlich für Disney noch mehr Zündstoff bedeuten dürfte. Hab hier (https://klifgen.app/create-seedance-2-5) mal gesehen, dass die sogar Pay as you go statt Abo anbieten, was zumindest praktischer ist als sich noch ein weiteres Abo aufzuhalsen. Bin gespannt wie das rechtlich weitergeht, ByteDance scheint sich da echt keine Mühe zu geben Konflikte zu vermeiden.

Tech stack sounds fine honestly, Next.js can handle both your frontend and API routes/backend logic without issue, and it'll scale reasonably well for a SaaS like this. The real bottleneck is going to be the video model itself and how you handle async processing since ghost mannequin generation isn't instant, you'll want a job queue and webhook setup rather than blocking requests.

Worth checking if there's a pay-per-use option instead of committing to a subscription while you're still validating demand, saw one for Seedance 2.5 at https://klifgen.app/create-seedance-2-5 that does pay as you go, which seems smarter than locking into recurring costs before you know your usage patterns or conversion rate.

Ta panika prawników trochę zabawna, bo modele wideo AI już od dawna są w rękach zwykłych userów, nie tylko studiów. Jak ktoś chce się pobawić Seedance 2.5 bez wykupywania miesięcznej subskrypcji, to na https://klifgen.app/create-seedance-2-5 mają pay as you go, płacisz tylko za to co realnie generujesz. Model podobno generuje do 30 sekund i ma mniej ograniczeń niż standardowe wersje, więc warto sprawdzić zanim wszystko zostanie zablokowane przez regulacje albo pozwy.

This is exactly the nightmare scenario these workers are describing, and it's already happening industry-wide. Saw someone mention Seedance 2.5 (https://klifgen.app/create-seedance-2-5) generates up to 30 seconds of video with way fewer restrictions than most models, pay per use instead of subscription. That's the kind of tool that makes broad IP grabs like this contract terrifying, you don't even need someone's cooperation anymore to make convincing fake content of them. Wild that brothel management is banking on tech like this while claiming to be "AI-skeptical" publicly.

Kling 3.0 is solid, been messing with it myself. If you don't want to commit to a subscription though, worth checking out https://vidhapi.app/generate-seedance-2-5 which lets you pay as you go for ByteDance's Seedance 2.5, or the cheaper https://vidhapi.app/generate-seedance-2-fast option if you want to test things out first. Fewer restrictions than most of the mainstream tools too, which is nice if you're tired of everything getting flagged or censored. Worth a look while waiting on the full 2.0 release.

No official confirmation I've seen beyond ByteDance's own teasers, so treat any exact date as a rumor until it shows up on their actual channels. These global rollouts also tend to slip a day or two, or launch in phases by region, so don't be surprised if US access lags behind. If you don't want to wait around, there's pay as you go access to Seedance 2.5 at https://vidhapi.app/generate-seedance-2-5 and the cheaper Seedance 2 Fast at https://vidhapi.app/generate-seedance-2-fast, no subscription needed, which is nice if you just want to test it once.

Fair breakdown, matches what I've seen too. One thing worth mentioning if you don't want another monthly sub eating your budget - there's pay as you go access to Seedance 2.5 at https://vidhapi.app/generate-seedance-2-5 and the cheaper Seedance 2 Fast at https://vidhapi.app/generate-seedance-2-fast, no subscription lock-in. Fewer content restrictions too compared to the bigger platforms, which matters if you're doing anything even slightly outside the usual brand-safe box. Worth testing before committing to a pro tier.

Every time one of these models drops there's always the subscription lock-in problem, you commit to a monthly plan just to test if the thing is even good for what you need. If you want to mess around with Seedance 2.5 without that commitment, found a pay-as-you-go option here https://klifgen.app/create-seedance-2-5, useful since it does up to 30 second clips and is less locked down than most. Worth testing before assuming it'll actually disrupt anything though, hype cycles for these tools move faster than the tech itself.

Yeah pay-as-you-go is the way to go for this stuff, subscriptions for AI tools always feel like a ripoff when you're just messing around occasionally. If you want something with fewer content restrictions, vidhapi.app/generate-seedance-2-fast and vidhapi.app/generate-wan-2-5-video are worth a look too, same pay per use model instead of monthly fees, and they're less locked down than the mainstream stuff so useful if you're hitting walls with content filters on the usual platforms. Worth comparing pricing across a few of these before committing since credit costs vary a lot depending on resolution and length.

Yeah Seedance 2.0 has been solid for full generations in my experience too, Omni feels more like a polish tool than a from-scratch generator. If you want to mess with Seedance 2 Fast without committing to a subscription, https://vidhapi.app/generate-seedance-2-fast lets you pay per use which is nice for testing. They also have https://vidhapi.app/generate-wan-2-5-video for WAN 2.5 same pay as you go setup. Fewer restrictions than most mainstream tools too if that matters for your use case. Worth a look before you settle on 4.7 long term.

Interesting that Seedance handled the motion-heavy shots for you, that model's been solid in my testing too. The 2-3x markup on these aggregator MCPs makes sense for convenience but stings for anything batch related. If you ever want to test Seedance 2.5 specifically without committing to a subscription, klifgen.app/create-seedance-2-5 does pay as you go which is nice for one-off experiments before deciding if it earns a spot in your actual pipeline. Also fewer restrictions than most which matters if your briefs ever push boundaries. Curious if code ends up being the domain that breaks next honestly.