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Top science & technology news, October 16, 2026
- Useful quantum applications need fewer resources
AI Claude independently engineered quantum circuits that outperform the best published designs by an order of magnitude, reducing required resources for practical quantum computers.
- Decades-old mystery of ECDSA origins explained by seed parameter hash
A team explained how legacy timestamps were used to select curves in the ECDSA standard, noting that no new actions are required since researchers already trusted these curves.
- You can run agents on RayTrace servers via the CLI
RayTrace records prompts, context, and tool calls for coding agents, allowing users to modify conditions and observe agent behavior changes. Cloud sandboxes are available in preview via CLI.
- TNV313 Phase 1 study doses first subject
Tenvie Therapeutics initiated Phase 1 first-in-human trials for TNV313, a small molecule NLRP3 inhibitor designed to cross the blood-brain barrier. The company plans to publish preliminary safety and pharmacokinetic data in the first half of 2027.
- XPro selectively inhibits soluble tumor necrosis factor
Partners combined Inmune Bio's clinical datasets with the Dirac-3S quantum optimizer to find new diseases and biomarkers linked to XPro's biology. This marks QCi's first commercial customer in pharma and biotech.
- Qwen 3.6 35B A4B+ tested with expanded MoE
The new experimental llama.cpp feature expands MoE expert activation to 16, 24, or all available experts, replacing the fixed Top-K limit with a tunable compute budget. This allows activating more experts than in the standard implementation, but requires more memory and increases accelerator load.
- NeuroD1 does not convert microglia into neurons
Virus-free lineage tracing and live imaging in mice confirmed that NeuroD1-expressing cells retain microglial identity and cannot convert into neurons.
- Knockout of TMEM63B reduces heat sensitivity
Removing the TMEM63B channel from dorsal root ganglion neurons significantly reduced heat sensitivity and raised the temperature required to trigger action potentials.
- GRR deletion in 3'UTR boosts retrotransposition over L1spa
A study in PLOS Genetics found that the higher retrotransposition efficiency of synthetic element smL1 compared to L1spa results from amino acid substitutions in ORF1p and the deletion of a guanosine-rich region in the 3'UTR, not from synthetic ORFs.
- Infinite Printer generated 4,436 unique records
Researchers introduced the CRISPR-based Infinite Printer architecture, which uses self-regenerating context to store data without erasing prior records. After three rounds of payload input, the system generated 4436 distinct CCA-based records.
- New method reveals how brain states evolve over time
The new method combines spatial ICA with dynamic analysis to reveal evolving connectivity patterns invisible to discrete-state models. Validation on the FBIRN dataset (151 subjects) confirmed recovery of continuous overlaps and higher-order coupling structures.
- BioLife Solutions gathered CGT leaders in Cincinnati
In July 2026, BioLife Solutions hosted the second annual Cell Summit in Cincinnati to address the scaling challenges of cell and gene therapy. While CAR T and gene therapies have proven scientifically effective, industry leaders identified manufacturing and distribution at global volumes as the next critical hurdle.
- MAI-Gym unifies eval and training across 20 000 parallel env instances
The open-source MAI-Gym platform unifies GUI agent evaluation and reinforcement learning training. Researchers trained the MAI-Gym-9B agent using this infrastructure.
- Glimpse revisits the source instead of viewing once
The new Glimpse model from startup Elorian can crop image regions and execute code during reasoning. API access is available, while the chat interface is waitlist-only.
- Vinod Khosla backs Factory CEO Chris Degnan
Benchmark partners acknowledged that the AI boom is straining the unwritten rule against funding competing companies. The conflict between Factory and Cognition, involving a board observer moving to a rival, exemplifies this erosion.
- Each DL1 neuron establishes memory and modulates locomotion
Researchers demonstrated that single dopaminergic neurons in Drosophila melanogaster can simultaneously establish associative memories and modulate acute locomotion. Each neuron exhibits a unique yet overlapping set of behavioral effects.
- Ovarian structure changes up to age 75
A study of 28 women aged 50 to 75 revealed that ovaries continue structural remodeling, metabolism, and immune activity decades after reproduction ends. This contradicts the long-held belief that the organ becomes an inert remnant following reproductive cessation.
- Beam model optimized for running on local hardware
The update fixes model loading bugs on older PyTorch versions and introduces the new Beam model from Reflection AI for coding and agent use cases.
- Analysis covers more than 460 000 US adults
Analysis of data from over 460,000 US adults linked replacing 10% of ultra-processed foods with minimally processed foods to a 2% drop in bowel cancer incidence. While total ultra-processed intake showed no association, specific components like ultra-processed meats increased risk and wholegrains decreased it.
- Fusion improves prediction for mixed targets by combining features
Researchers proposed a multi-view framework combining classical inputs with simulated quantum features via concatenation and attention mechanisms. For targets requiring both representation types, prediction accuracy improves by leveraging complementary feature sets.
