Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence
General Science
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Google DeepMind Ships Three Physical AI Models For Whole Body Control, Dexterity And Multi Robot Collaboration
Google DeepMind has launched Gemini Robotics 2, the intelligence layer for its subsequent technology of robots. The launch strikes the stack previous table-top manipulation into complete physique management, 5 finger dexterity and multi robotic teamwork. It ships as three separate fashions with three totally different entry tiers. Most robots in the present day are pre-programmed…
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Zuckerberg details Meta’s personal AI superintelligence strategy
Mark Zuckerberg has revealed a WSJ op-ed that argues superintelligence should attain people, not only a handful of establishments. The Meta chief revealed the piece as a press release of firm philosophy reasonably than a product announcement. It comprises no launch dates, no benchmark figures, no named fashions. What it does comprise is an argument…
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Tencent Open-Sources AngelSpec: A Unified Training Framework for MTP and Block-Parallel Speculative Decoding on Hy3 Models
Tencent has launched AngelSpec, an open-source, torch-native coaching framework for speculative-decoding draft fashions. The launch covers each autoregressive multi-token prediction (MTP) and the block-parallel DFlash household. Most speculative-decoding work searches for one drafter that scores properly on an averaged benchmark combination. Real serving visitors doesn’t appear like that combination. AngelSpec treats workload heterogeneity as a…
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How AI is Changing Linux VPS Security for Businesses
Cybersecurity wasn’t actually one thing small and mid-sized companies anxious about an excessive amount of a number of years again. That’s modified quick. Once your buyer information, your apps, your inside instruments all find yourself on-line, defending the server behind them stops being non-obligatory. And assaults aren’t getting any less complicated both, which is a…
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Meet Token Saver: An Open-Source MCP Extension Using Local Hybrid RAG to Cut Claude PDF Token Costs 90-99%
AI builders, researchers, and professionals often hit a irritating wall when analyzing giant paperwork with LLMs: the hidden, compounding price of context home windows. Pasting a 200-page PDF right into a chat isn’t a one-time cost. Because the dialog historical past is re-sent to the mannequin on each single flip, that large doc is paid…
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Prompt Engineering vs Loop Engineering vs Graph Engineering: What Changes at Each Layer
Three phrases now compete for a similar line in AI engineering job descriptions. Prompt engineering is the established one. Loop engineering entered the AI vocabulary in late 2025 and dominated developer dialogue by means of June 2026. Graph engineering adopted roughly six weeks later. They get used interchangeably. Should they be? The three are usually…
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OpenAI report links coding agents to faster science software builds
OpenAI has launched a brand new subject report monitoring eight scientific computing initiatives the place coding agents reduce runtimes. The report paperwork initiatives that used Codex by itself in 5 instances and a mix of Codex and Anthropic’s Claude Code in three others. Worth flagging upfront: this can be a vendor publishing a survey of…
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Liquid AI Releases LFM2.5-Encoder-230M and LFM2.5-Encoder-350M: Bidirectional Encoders That Stay Fast at 8K Context on CPU
Liquid AI has launched two open-weight bidirectional encoders, LFM2.5-Encoder-230M and LFM2.5-Encoder-350M. Both are masked language fashions constructed on the LFM2 hybrid spine. Both carry an 8,192-token context. Encoders sit beneath classifiers, intent routers, security filters, and PII detectors. Those jobs run repeatedly, normally with out a GPU, and more and more on longer inputs. BERT…
