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The 41B active footprint is what makes a frontier-scale open model runnable off-cloud, and Apache/MIT weights point to Cursor, Continue, and n8n integrations within weeks.
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JULY 16TH, 2026 · BY JONATHAN HILDEBRANDT
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Mira Murati's Thinking Machines Lab released Inkling on July 15, its first public model since the lab launched in late 2024. Inkling is a 975B-parameter mixture-of-experts model that fires only 41B parameters per token, ships a 1M-token context window plus native audio, and comes with full weights under an Apache/MIT license, per the lab's launch post.
Why it matters. The 41B active footprint is what makes a frontier-scale open model runnable off-cloud, and Apache/MIT weights point to Cursor, Continue, and n8n integrations within weeks. Self-hosted coding agents now have an open baseline to beat.
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Read our writeup →
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Ode with Anthropic officially launches as a new enterprise AI services firm
JULY 16TH · PONDERO NEWSDESK
Anthropic, Blackstone, and Hellman & Friedman launched Ode with Anthropic on July 15, an independent enterprise AI services firm capitalized at $1.5 billion with Goldman Sachs also backing it, per TechCrunch. It runs exclusively on Claude, opened with 100 engineers, and targets healthcare, financial services, and industrial clients. Anthropic holds a minority stake.
Why it matters. Anthropic is betting the next enterprise AI money is in implementation, not model training, and it now has a named vendor squaring off against Microsoft Frontier and Accenture AI. Any company already on Claude Max that wants dedicated build engineering has somewhere to send the RFP. Read our take →
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DeepSeek's old API endpoints retire July 24. The deepseek-chat and deepseek-reasoner strings return hard 404s after 15:59 UTC on July 24, per DeepSeek's changelog - swap to deepseek-v4 or v4-pro now. V4-Pro also stacks 2x peak-hour pricing from 1 to 10 AM UTC. Migration note →
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WAIC 2026 opens July 17 with Xi's first keynote. Huawei's Atlas 950 SuperPoD (8,192 Ascend 910D chips) and 300-plus product debuts land in Shanghai; the chip-supply story is the one to watch. Roundup →
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Microsoft patched a record 570 CVEs on Patch Tuesday. Nearly triple June's count; two actively exploited zero-days hit AD Federation Services and SharePoint. Patch those two first. Details →
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MCP and A2A are not rivals. Start with MCP.
JULY 15TH · PONDERO GUIDE
Despite the July 14 rival framing, MCP wires an agent to its tools and A2A wires one agent to another. Build the tool layer with MCP first, add A2A only once you have multiple agents to coordinate. Read it →
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Jonathan Hildebrandt
Co-founder and primary operator of Pondero. Writes the Pondero Brief.
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