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Amazon SageMaker JumpStart 2026 Progress Review

From January to September 2026, Amazon SageMaker JumpStart added more than 100 models from 30 providers, of which Alibaba (Qwen) contributed 29, NVIDIA 17, Mistral 7, Google 6 Gemma 4 variants, IBM 4, and Cohere 4. The new models cover multimodal, speech, image, and video generation, and introduce quantized and compact models such as GLM-5.2 FP8 and JetBrains Mellum2-12B to reduce inference costs.

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Danish startup Plinto raises €2.9 million to simplify financial control with AI agents

Copenhagen-based AI startup Plinto has completed a €2.9 million funding round from investors People Ventures and Emblem, with the funds to be used for product development, enterprise customer expansion and internationalization. Plinto's AI agents can automatically verify whether financial transactions comply with contracts, budgets and internal policies, and upon detecting discrepancies, contact suppliers, request credit notes or prepare correction plans. The company says its agents once identified about 430 discrepancies per month in one area of a client's business, and in another case detected duplicate invoices submitted under different supplier names before a second payment was made.

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Interview with 0G Co-founder and CEO Michael Heinrich: Building a Decentralized Trust Layer for AI

In the interview, 0G Co-founder and CEO Michael Heinrich explained that 0G is building a decentralized AI infrastructure stack that integrates verifiable computing, encrypted decentralized storage, private AI inference, and an AI-native EVM-compatible Layer 1 blockchain into a trust layer for AI. He noted that compute has become a strategic resource as important as capital and energy; the four hyperscale cloud providers' combined AI capital expenditure in 2025 exceeded $500 billion and is expected to double this year, yet compute itself still lacks a transparent market and independent verification.

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DeepSeek Opens Up Search and Fetch Search APIs, Charging $0.75 per Thousand Requests

DeepSeek is opening its in-house search engine to external developers through two new APIs, Search and Fetch, which can retrieve real-time web search results and webpage body text. It charges $0.75 per 1,000 successful requests, requires no additional model calls, and can be used in applications powered by other vendors' models. Search returns ranked results with titles, URLs, snippets, and summaries, while Fetch returns the content of a single webpage in Markdown format; the company says the engine handles hundreds of millions of requests per day and its index contains hundreds of billions of webpages. The release coincides with a minor version update, DeepSeek-V4.1-Flash-1017. The API documentation shows that each account is limited to 5 Search and 5 Fetch requests per second, a single search returns at most 50 results, and only requests that return results are billed.

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