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netflix

Netflix · depuis 2. April 2026 (arXiv-Paper); Code/Gewichte auf GitHub und Hugging Face ab ca. 2.–4. April 2026 öffentlich verfügbar · 21× · vu le 30 juin 2026

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Momentum

VOID (Video Object and Interaction Deletion) is an open-source AI model developed by Netflix researchers in collaboration with INSAIT Sofia University for removing objects from video. Unlike conventional video inpainting tools, VOID not only erases the target object and surface-level effects like shadows or reflections, but also detects and corrects the physical downstream consequences of the removal, such as objects falling once a supporting person is deleted. The model is built on Alibaba's CogVideoX-Fun diffusion model, uses a quadmask conditioning scheme (four mask values instead of a binary mask), and was trained on synthetic, physically simulated datasets (Kubric, HUMOTO). Code and weights were released under the Apache 2.0 license on GitHub and Hugging Face in April 2026, including

Historique du momentum
03.07.01.10.

Fonctionnalités

Output FormatsVideo-to-video (MP4); resolution 384x672, up to approx. 197 frames
Base ModelCogVideoX-Fun-V1.5-5b-InP (Alibaba PAI, 5B parameter video diffusion model), fine-tuned with interaction-aware quadmask conditioning
IntegrationsUses SAM2 (Meta) for segmentation and Gemini 3 Pro (Google) for VLM scene analysis; base CogVideoX-Fun-V1.5-5b-InP (Alibaba PAI)
CollaborationCommunity adoption via GitHub/Hugging Face; public Gradio demo (Space: sam-motamed/VOID) for testing without own hardware
LicenseApache License 2.0 (code and model weights, commercial use permitted)
PlatformGitHub (netflix/void-model), Hugging Face Model Hub + Gradio demo space, Colab notebook; local via Python/CLI
PriceFree (open source, no fees)
Release DatearXiv paper April 2, 2026; code/model weights released approx. April 2–4, 2026

Plus de produits dans cette catégorie: Montage vidéo IA

Preuves (21)

Company Analysis: Netflix

As of 24/09/2026
HOLDSynthszr Vote

HOLD best fits the current data set: Netflix is executing with strong profitability (33.4% Q2 operating margin; 31.5% FY2026 operating margin guidance) and still guiding to mid-teens FY2026 revenue growth ($51.0B–$51.4B). However, Q3 guidance implies a clear near-term growth slowdown (~11.7% YoY), which increases the probability of valuation volatility even if fundamentals remain solid. A hold stance is warranted until there is additional, reported evidence that advertising product expansion is translating into sustained incremental revenue/ARPU without pressuring the cost base, and until the market digests the new growth cadence. (sec.gov)

Summary

Netflix is a global subscription entertainment platform monetized primarily through recurring memberships (paid streaming plans) and, increasingly, advertising on its ad-supported tier. Its core competencies are (1) scaled global distribution with strong product UX, (2) data-informed content commissioning and merchandising, (3) a large, diversified content slate across regions and genres, and (4) improving monetization levers (pricing, plan mix, ads) that support operating leverage. Market position remains leading in paid streaming scale and engagement, with competitive advantages centered on brand, breadth of originals/local content, and a cost structure that has been trending toward higher margins as revenue grows faster than operating expense. Recent months’ developments were dominated by Q2 2026 results and updated FY2026 guidance. In the Q2 2026 Form 10-Q, Netflix reported Q2 revenue of $12.56B (+13% YoY) and operating margin of 33.4% (vs 34.1% prior year), with management commentary attributing the modest margin decline to technology & development and sales & marketing growing faster than revenue. The same filing also notes a $2.8B termination fee received in Q1 2026 related to the termination of a WBD transaction, which affected “interest and other income (expense)” in H1 2026. (sec.gov) Management narrowed FY2026 revenue guidance to $51.0B–$51.4B and reaffirmed FY2026 operating margin guidance of 31.5%, while providing Q3 2026 revenue guidance of $12.86B (implying ~11.7% YoY growth) and Q3 operating margin guidance around 33.2%. (tapebrief.com) This guidance mix is important: it signals continued profitability discipline even as near-term growth rates moderate versus prior years. On valuation, third-party market data sources indicate a trailing P/E around ~22x as of Sep 23, 2026 (TTM earnings through Q2 FY2026). (financecharts.com) While the user’s “current price” is unknown, EUR price references for Netflix’s European listings show mid-€60s levels in September 2026 (e.g., €62.89 on Sep 23, 2026 on one EUR quote source). (sharecast.com) Short- to medium-term outlook is anchored by (a) mid-teens revenue growth guidance for FY2026, (b) sustained ~30%+ operating margin profile, and (c) continued build-out of the advertising business and ad-tech capabilities highlighted in Netflix’s 2026 Upfront communications (new interactive formats and expanded programmatic capabilities). (about.netflix.com) The key swing factors are the pace of revenue growth deceleration, ad monetization ramp, and content cash spend timing (which can pressure near-term cash flow even when margins are strong). (sec.gov)

Key Takeaways

  1. FY2026 guidance is now tighter: revenue $51.0B–$51.4B with operating margin reaffirmed at 31.5%, implying Netflix is prioritizing profitability discipline alongside growth. (tapebrief.com)
  2. Q2 2026 delivered 13% YoY revenue growth ($12.56B) and a very high 33.4% operating margin, though slightly below the prior-year margin (34.1%) due to faster growth in T&D and S&M expenses. (sec.gov)
  3. Q3 2026 guidance implies ~11.7% YoY revenue growth ($12.86B), a notable slowdown versus recent quarters and a likely driver of near-term multiple sensitivity. (aeacapitalresearch.com)
  4. Advertising is moving from “optionality” to a structured growth pillar, with Netflix emphasizing new ad formats and programmatic expansion in its 2026 Upfront messaging. (about.netflix.com)
  5. Valuation appears closer to a market-average multiple than prior periods (TTM P/E ~22x per market-data aggregators), which can improve risk/reward if margin durability persists. (financecharts.com)

Action Ideas

BUY

Data-driven thesis: Netflix is combining double-digit revenue growth with a structurally high margin profile. Q2 2026 operating margin was 33.4% and FY2026 operating margin guidance is 31.5%, indicating continued operating leverage even with moderating growth. Management also narrowed FY2026 revenue guidance to $51.0B–$51.4B, which supports a clearer near-term earnings framework. On valuation, third-party data indicates a ~22x TTM P/E as of Sep 23, 2026, which is materially lower than many historical periods for NFLX and can be justified if margins remain ~30%+ and ad monetization continues to scale. ([sec.gov](https://www.sec.gov/Archives/edgar/data/1065280/000106528026000212/nflx-20260630.htm?utm_source=openai))

Horizon: 12 mo.

HOLD

Data-driven thesis: Hold is appropriate if you already own shares and want to avoid trading around a near-term growth reset. The business is still producing strong profitability (33.4% Q2 operating margin; 31.5% FY2026 operating margin guidance), but the near-term top-line trajectory is slowing (Q3 guidance ~11.7% YoY). In this setup, returns may depend more on consistent delivery versus guidance and evidence that advertising/product initiatives are lifting ARPU and engagement rather than simply adding complexity. ([sec.gov](https://www.sec.gov/Archives/edgar/data/1065280/000106528026000212/nflx-20260630.htm?utm_source=openai))

Horizon: 6 mo.

SELL

Data-driven thesis: Sell (or reduce) is appropriate for investors with low tolerance for growth deceleration and valuation compression risk. Q3 2026 guidance implies ~11.7% YoY growth—management is still guiding to strong margins, but if the market re-rates NFLX from a growth compounder to a slower-growth cash generator, the equity can underperform even with solid execution. Additionally, Q2 cash flow was pressured by higher content payments and working-capital changes, which can weigh on near-term FCF narratives. ([aeacapitalresearch.com](https://www.aeacapitalresearch.com/earnings/NFLX-2026-q2?utm_source=openai))

Horizon: 3 mo.

Contrarian Insights

  • • Contrarian view vs common “ads will quickly re-accelerate growth” narrative: Netflix’s own near-term revenue guidance implies deceleration (Q3 ~11.7% YoY), so the ad ramp may show up more in margin resilience and ARPU mix than in headline growth acceleration in the next quarter or two. (aeacapitalresearch.com)
  • • Contrarian view vs “cash flow will smoothly track margins” assumption: despite very high operating margins, Q2 2026 operating cash flow declined versus the prior year due to higher content payments and working-capital changes, highlighting that cash conversion can be lumpy even when the income statement looks strong. (sec.gov)

Sources (7)

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