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Interfaze integrates models including Qwen and Whisper into a unified AI toolbox.

50 minutes ago

Beating AI Express News: AI startup Interfaze has open-sourced its multi-model system interfaze-1-lite, which integrates capabilities including OCR, speech recognition, image segmentation, classification, and prediction into a single interface. Qwen3.8-27B serves as the scheduling core, responsible for understanding user requests and invoking specialized models to perform tasks: document recognition uses Chandra OCR and PaddleOCR, speech-to-text leverages Whisper, image segmentation relies on SAM 2.1, and time series prediction is handled by TimesFM. Developers still need to download the model weights for local deployment, but Interfaze eliminates the work of assembling the system from scratch. The startup has pre-implemented model scheduling, data conversion, and unified output, exposing only one interface to upper-layer applications. Tasks like OCR also return confidence scores and text positions, helping subsequent programs determine if manual review is required. Interfaze refers to this design as a Mixture of Architectures, and the entire system can run on a single 80GB H100 GPU.

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DeepSeek’s Harness base layer Cordis now has a Rust implementation; DimAgent plans to use it for refactoring.

Beating AI (Dong察) Flash News: DimAgent founder Han Cheng has open-sourced the plugin runtime Rutis, stating it will be used to support DimAgent’s new architecture moving forward. Rutis re-implements Cordis’s core design in Rust; Cordis is the underlying plugin framework powering DeepSeek Harness. DeepSeek Harness uses Cordis to manage components including models, tools, sessions, and Agent Loops. Each component can be built as a plugin, which only declares the services it requires and provides. Cordis handles startup, uninstallation, dependency changes, and resource cleanup. Rutis ports this mechanism to Rust, while also supporting TypeScript, JavaScript, and Python plugins. Plugins in different languages can call each other and run across separate processes and machines. Existing Cordis plugins can also integrate directly without full rewriting.

8 minutes ago

Claude Startup Support Program Relaxed: Self-Funded Teams Now Eligible for API Quotas

Beating AI News Flash: Anthropic Expands Claude Startups Support Program. Under the old rules, early-stage startups could join the program, but to access API credits and additional benefits, they were required to have secured institutional equity investment. Now, companies either less than 5 years old or that have raised funding in the past two years are eligible to apply. Anthropic explicitly states that self-funded, pre-seed, and venture-backed startups are all included. Approved companies get 1 year of free Claude Team access, with up to 5 Premium seats. Each company also receives $1,000 in Claude API credits, valid for 6 months. The free Team access is only for companies that have not previously subscribed to Claude Team. Anthropic also launched the Claude Startup Stack, where partners including Linear, Lovable, ElevenLabs, Granola, and Hex offer discounts and credits, with a total stated value of up to $45,000. Program members can also book one-on-one technical Q&As with Anthropic’s Applied AI team, plus support for building Claude Marketplace connectors and plugins, and assistance with submission reviews. There is an easily overlooked provision in the terms of these additional benefits: If startups disclose confidential information such as product architecture during consultations with Anthropic’s Applied AI team, Anthropic may continue to use general ideas, experience, and technical knowledge its employees retain from memory. The terms also clarify that Anthropic is not restricted from independently developing similar or competing technologies, but it may not directly disclose the confidential information, nor does it obtain related patent or copyright licenses.

8 minutes ago

Santiment: Bitcoin's net outflow from centralized exchanges (CEXs) hit the highest level in nearly seven months this Monday.

Santiment released data this morning showing that on Monday, Bitcoin’s net outflow from centralized exchanges (CEXs) reached 24,073 BTC, marking the largest single-day outflow since March 1. CEX Bitcoin supply has fallen to approximately 6.50% of the total BTC supply. Santiment notes that large-scale outflows are typically a bullish signal, as assets leaving CEXs become less readily available for immediate selling. If demand remains strong while circulating supply shrinks, buyers will have fewer coins to absorb, which will push prices higher.

8 minutes ago

Arthur Hayes: Flop Testnet to Launch in October, Airdrop Planned for Testnet Mining Users

Arthur Hayes announced at Token2049 that the Flop testnet will launch this October, with a 90-day run period, and the mainnet is scheduled to go live in Q1 2027. Users who participate in testnet mining will receive token airdrops.

8 minutes ago

Claude fills Google Workspace’s productivity gap, enabling direct editing of Docs, Sheets, and Slides.

Insight (Beating AI Express) News: Anthropic has integrated Claude directly into Google Docs, Sheets, and Slides. The new Claude for Google Workspace is now available in open beta for all paid plans. Once installed, Claude appears on the right side of documents, able to read the current file and user-selected content, and edit directly within the original file. All three apps support hands-on operations: Docs can rewrite and reorder documents; Sheets can write formulas, create pivot tables and native charts, and even clean data with Python before writing back to the spreadsheet; Slides can generate new pages using existing templates, and check for issues such as overlapping elements and text overflow. By default, all modifications require user confirmation, though users can opt for continuous execution. Anthropic has also launched new connectors for Docs, Sheets, and Slides. Users can also create or edit Google files directly from Claude’s chat interface by pasting a file link to operate. Previously, Claude’s Google Workspace integration was primarily used to search Gmail, Calendar, and Drive content; this update marks the first time its capabilities have expanded from "reading materials" to "direct file editing". There are still some limitations: the Workspace sidebar can only operate on the currently open file by default, and cannot handle Docs comments or existing suggestions; tasks in progress will stop if the sidebar is closed. The entire feature remains in Beta.

8 minutes ago

Goldman Sachs: Driven by the AI infrastructure boom, quarterly earnings of S&P 500 constituent companies could rise 27%.

According to the Financial Times, robust AI spending signals another strong earnings season for the U.S., with investors poised to benefit. Goldman Sachs projects that S&P 500 constituent companies, driven by firms at the core of the artificial intelligence (AI) infrastructure boom, will see their earnings rise 27% year-over-year in the September quarter.

8 minutes ago

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