In brief
Hebrew University scientists used machine‑learning models to sift through more than 50 million chemical possibilities, pinpointing 92 viable sugar‑substitute candidates. The approach, highlighted by Xinhua, balances sweetness and bitterness while ensuring compatibility with human sweet‑taste receptors. Industry players, such as NNB Nutrition, showcased next‑generation sweeteners at SupplySide Global 2026, and lawmakers in Pakistan discuss regulatory frameworks for artificial sweeteners.
In Jerusalem, Israeli researchers at Hebrew University announced that an artificial‑intelligence framework was able to identify 92 candidate sugar substitutes after screening more than 50 million chemical molecules, a breakthrough reported by Xinhua on 8 November 2026.
The Hebrew University team said they built predictive models based on known sweet and bitter compounds to distinguish desirable from undesirable taste characteristics. They then applied these models to three chemical databases totalling 50.7 million molecules. After an initial filtration, the researchers narrowed the results to 556 potential sweeteners, then selected 92 that showed favorable predicted properties and suitability for future testing. They also used machine‑learning and molecular docking techniques to simulate how the candidates might bind to the human sweet‑taste receptor, a receptor whose detailed protein structure had been published the year before.
The findings, published in the journal Food Chemistry, highlight how the combination of AI and molecular modelling can accelerate the discovery of new sweeteners and potentially reduce unwanted bitter or metallic aftertastes—a long‑standing challenge for the industry.
Meanwhile, on 7 November 2026, the company NNB Nutrition showcased next‑generation sweeteners—alongside naturally occurring dipeptides, ultra‑pure creatine and fermented actives—at SupplySide Global 2026, according to a Supplementary Medicine News and Press Releases search note. The event was noted as a platform for presenting these innovations to industry stakeholders, although detailed results of the showcase were not disclosed.
In a different arena, a press release from the National Assembly of Pakistan noted that a committee meeting discussed agricultural research on dates and wheat sector policies, and short‑lived items on the regulation of artificial sweeteners, reflecting lawmakers’ concern over the safety and regulatory status of new sweetening agents.
These developments underscore the growing intersection between AI‑driven discovery, commercial sweetener development, and regulatory oversight as the food‑technology sector moves toward healthier, lower‑calorie options.
