BackTechnology Updates

Technology Updates

Embodied AI
2026-07-12 02:29:13

Embodied AI data firms drew about RMB 4.47 billion in a year as 97 players crowd into the market

China’s embodied AI data market is taking shape as a stand-alone industry rather than a side function inside robotics companies, according to a survey cited by MarsBit from Quantum Position. The report tracked 97 domestic participants, including 70 focused on data collection and 27 on data infrastructure. Over the 12 months from July 1, 2025 to July 1, 2026, 15 independent service providers that focus only on embodied data — without building robot bodies or training foundation models — completed 34 financing rounds totaling about RMB 4.47 billion. The market is still small compared with the broader embodied intelligence frenzy. Quantum Position said the whole embodied AI sector raised about RMB 43.8 billion in the first half of 2026 alone. The report also sketched a fragmented supply chain: teleoperation on real robots, robot-free human demonstrations, simulation, and distilled internet video data. No single path appears sufficient for training needs, and multi-route collection has become the most common setup. Capacity remains limited. The industry’s annual output is estimated at 1.6 million to 1.8 million hours plus 70 million to 80 million records, while the short-term target for the next one to three years is 25 million to 35 million hours and data at the hundred-million-record scale. Even so, the report said profitability is still largely unproven. Most funded firms are young, most are still at or before Series A, and very few have disclosed earnings.

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Embodied AI data firms drew about RMB 4.47 billion in a year as 97 players crowd into the market
Bonzo
2026-07-12 01:19:53

Bonzo hit by oracle attack on Hedera, with about $9.05 million lost

Bonzo, a lending protocol on Hedera, has suffered an oracle attack that resulted in losses of about $9.05 million, according to Techub, which cited Wu Blockchain. The report said the attacker manipulated data and drained funds by exploiting a flaw tied to Supra signatures. Bonzo has confirmed the incident and said the root cause was a defect in Supra’s signature verification. The team has not yet released a follow-up response plan. The incident has also drawn fresh attention from the community to oracle security, especially around data integrity and signature verification in DeFi systems. No additional recovery steps or mitigation details were disclosed in the source material.

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Bonzo hit by oracle attack on Hedera, with about $9.05 million lost
xAI
2026-07-11 20:57:41

xAI’s Grok 4.5 ranks second on APEX-SWE coding benchmark

xAI’s Grok 4.5 placed second on the Mercor APEX-SWE coding benchmark, posting a Pass@1 accuracy score of 51.2%, according to Techub, citing CryptoBriefing. The model trailed Anthropic’s Claude Fable 5, which led the ranking with 65.5%. Grok 4.5 was launched in early July 2026. In a separate benchmark focused on automation capability, AutomationBench-AA, the model ranked first with 51% accuracy. xAI also said Grok 4.5 delivers comparable performance while cutting task costs by 4x to 17x versus competing models. The results add another data point to the competition among frontier AI models, with benchmark performance, automation capability, and operating cost all drawing attention from developers and enterprises evaluating model deployment.

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xAI’s Grok 4.5 ranks second on APEX-SWE coding benchmark
OpenAI
2026-07-11 19:03:17

OpenAI shifts safety team under research VP in internal reorganization

OpenAI has changed its internal safety structure, with the safety team now reporting to the company’s vice president of research, according to Techub News, which cited CryptoBriefing. The move came after the departures of Chief Technology Officer Mira Murati, Chief Research Officer Bob McGrew, and Vice President of Research Barret Zoph in April 2026. The report said folding the safety team into the research division could weaken its ability to function as an independent oversight body. That point has drawn attention because OpenAI has also lost several key leaders across research and safety over the past 18 months. Techub said those departures included Jerry Tworek and Lilian Weng. The continued turnover at the senior level has raised questions externally about the company’s operational stability. No additional details on the new reporting structure were disclosed in the digest.

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OpenAI shifts safety team under research VP in internal reorganization