Descript is an AI-powered video and audio editor that lets you cut recordings by editing their transcript, then clean up, caption, translate and repurpose the result. Underlord, its AI co-editor, plus Studio Sound, voice cloning and screen recording turn a single tool into a full production pipeline for creators and teams.
ThinkDiffusion is a cloud workspace platform for open-source generative AI. Instead of fighting local installs and GPU shortages, you spin up a private, dedicated machine in about 90 seconds that runs Automatic1111, ComfyUI, Fooocus, Forge and Kohya, along with modern image and video models, and access it from any device including your phone.
Descript is an AI-powered video and audio editor that lets you cut recordings by editing their transcript, then clean up, caption, translate and repurpose the result. Underlord, its AI co-editor, plus Studio Sound, voice cloning and screen recording turn a single tool into a full production pipeline for creators and teams.
Text-based editing
Edit audio and video by deleting, rearranging or retyping words in the automatic transcript, with a full multitrack timeline available when you need it.
Underlord AI co-editor
Describe the edit you want in plain language and let the AI assistant assemble a tight cut, add clips and handle repetitive production work.
Studio Sound and speech regeneration
Remove background noise, level out voices, and fix misread lines with Regenerate Speech using a clone of your own voice.
Captions, translation and clip export
Generate subtitles and transcripts in a click, translate video into other languages, and reformat long recordings into shareable vertical clips.
优势与优点
+Editing video by editing a transcript is dramatically faster than timeline scrubbing for interview, podcast and talking-head content
+Audio and visual AI features (Studio Sound, Eye Contact, Green Screen, Regenerate Speech) cover fixes that would otherwise need several tools
Recording, editing, captioning, translation and clip export all live in one workspace, reducing handoffs
+Remote Rooms recording and link-based review with time-coded comments suit distributed teams
+Strong enterprise story: SOC 2 Type II, SAML SSO, SCIM and GDPR-compliant data handling
局限性
–Heavy AI features and exports are gated behind paid plans, and free-tier limits are tight
–Long or complex projects with many tracks can feel heavier and slower than a dedicated non-linear editor
–Best results still come from clean source audio, so noisy recordings may need manual attention
–Advanced users who need granular effects and color work may still finish in another editor
–Billing is per seat, so costs add up quickly for large teams
ThinkDiffusion
ThinkDiffusion is a cloud workspace platform for open-source generative AI. Instead of fighting local installs and GPU shortages, you spin up a private, dedicated machine in about 90 seconds that runs Automatic1111, ComfyUI, Fooocus, Forge and Kohya, along with modern image and video models, and access it from any device including your phone.
One-click cloud AI art lab
Launch a private, dedicated GPU machine in roughly 90 seconds with no installs, drivers or local hardware required, and drive it from any device including a phone.
A1111, ComfyUI, Fooocus, Forge and Kohya
Run industry-standard open-source interfaces side by side — Automatic1111, ComfyUI, Fooocus, Forge and Kohya — and launch multiple machines at once for parallel work.
Any model or extension, one click
Pull models, checkpoints, LoRAs, embeddings and textual inversions from Civitai, Hugging Face or your own drive in one click, and add any extensions or custom nodes.
Private, persistent workspace
Each machine is yours alone, with up to 200 GB of persistent private storage, an auto-stop timer, and file access without launching a machine.
优势与优点
+Private, dedicated GPU machines with no local installation or hardware to manage
+Runs the full open-source toolset: Automatic1111, ComfyUI, Fooocus, Forge and Kohya
+Generous persistent storage (up to 200 GB) that survives between sessions
+One-click model uploads from Civitai or Hugging Face and free extension installation
+Accessible from any device, including phones, with multiple machines running simultaneously
+Clear separation between casual pay-as-you-go use and team, education and studio offerings
局限性
–Pay-as-you-go machine hours can add up quickly for heavy users unless you use the auto-stop timer diligently
–The breadth of open-source UIs (A1111, ComfyUI, Forge, Kohya) has a learning curve for newcomers
–You need to bring or find your own models, LoRAs and workflows rather than relying on a curated gallery
–Annual savings and credits apply mainly to the paid TD-PRO and TD-TEAMS tiers
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
