DiT360 is a framework for high-quality panoramic image generation, leveraging both perspective and panoramic data in a hybrid training scheme. It adopts a two-level strategy—image-level cross-domain guidance and token-level hybrid supervision—to enhance perceptual realism and geometric fidelity.
Warner Bros. Discovery, the parent of CNN, is contemplating a sale. … …
Financial and stock performance
Market Valuation: As of late October 2025, the market cap is approximately $45.36 to $50.37 billion.
Profitability: The company has a low net margin of around 2% and a low operating margin of 2.5%, indicating profitability challenges.
Valuation Ratios: The P/E ratio is high at around 61.07, while the P/S ratio is 1.18 and P/B ratio is 1.26, which are near historical highs.
Growth: The 3-year revenue growth rate is negative at -4.4%, and the company’s Altman Z-Score is in the distress zone at 0.76.
Analyst ratings and market sentiment
Consensus Rating: The average rating is a “Hold,” based on analyst coverage.
Analyst Breakdown: Out of 24 analysts, 16 have a “Hold,” 7 have a “Buy,” and 1 has a “Strong Buy” rating.
Stock Performance: The stock price has surged more than 46% since early September 2025, following reports of interest from other companies.
Strategic review and future outlook
Strategic Review: The company is exploring “strategic alternatives,” including a potential sale, which has led to interest from potential buyers like Paramount.
Asset Value: The interest in Warner Bros. Discovery underscores the value of its diverse portfolio, which includes its film and TV studios, HBO Max, and cable networks.
Separation Plan: A plan to separate the company into a streaming/studios entity and a cable counterpart is still being considered.
No Guarantee: A sale is not guaranteed and the company has not provided a specific timeline for the review process.
Adobe is announcing the acquisition of Invoke, a generative media solution for creative production. The startup’s team will join the AI Foundry to build out AI-powered creative workflows for businesses.
“AI Foundry unites years of Adobe innovation and expertise, spanning our generative AI models and modalities, to help businesses solve today’s most complex content and media production challenges,” Hannah Elsakr, Adobe’s vice president for GenAI new business ventures, says in a release.
This is a Houdini HDA that submits the render output as the init_image and with getting help from PDG, enables artists to easily define variations on the Stable Diffusion parameters like Sampling Method, Steps, Prompt Strength, and Noise Strength.
Right now DreamStudio is the only public server that the HDA is supporting. So you need to have an account there and connect the HDA to your account.
DreamStudio: https://beta.dreamstudio.ai/membership
In color technology, color depth also known as bit depth, is either the number of bits used to indicate the color of a single pixel, OR the number of bits used for each color component of a single pixel.
When referring to a pixel, the concept can be defined as bits per pixel (bpp).
When referring to a color component, the concept can be defined as bits per component, bits per channel, bits per color (all three abbreviated bpc), and also bits per pixel component, bits per color channel or bits per sample (bps). Modern standards tend to use bits per component, but historical lower-depth systems used bits per pixel more often.
Color depth is only one aspect of color representation, expressing the precision with which the amount of each primary can be expressed; the other aspect is how broad a range of colors can be expressed (the gamut). The definition of both color precision and gamut is accomplished with a color encoding specification which assigns a digital code value to a location in a color space.
