- MCell (Monte-Carlo cell simulator) and BioNetGen (rule-based biochemical modeling) were highlighted as key open-source tools for spatially realistic microphysiological simulations, with NEURON’s likely successor being a constellation of specialized engines (PSICS, STEPS, MOOSE) rather than a single replacement.  
- Dexcom’s next-generation Bluetooth continuous-glucose monitor is imminent; participants discussed reverse-engineering the legacy RF protocol and securing early hardware for open-source CGM projects.  
- A vendor quoted $300–$500 for DIY UV/VIS spectrometer kits (unaligned vs. aligned), offering 2-week turnaround and grating-dependent pricing—potentially lowering the barrier to quantitative bio-assays.  
- A physics paper on the finite lifetime of information under physical law (linked) was juxtaposed with the Orion’s Arm “negentropism” concept, framing longevity and data preservation as thermodynamic problems.  
- The Babybot Challenge (ICDL-Epirob 2015) was announced, offering cash prizes for infant-inspired learning systems, aligning with open-source robotics and developmental AI interests.  
- A concise critique of the “knowledge-transmission gap” was articulated: paywalled longevity research and FDA disincentives prevent translation to therapies; the community favors building tools (e.g., automated literature aggregators, paywall bypasses) over passive advocacy.