A platform that helps identify and rectify bias or compliance bias in AI models, datasets and solutions? Yes it exists - two -year old Canadian startup Fairly AI also provides a digital assistant to auto-generate compliance reports and accelerate AI model adoption (as well as foster trust, transparency and ethics)https://www.fairly.ai/

Racket, a new audio app by some former Capiche team members has launched with notable Angel investors behind them.By capping audio snippets at 99 secs, could we be encouraged to share our stories without worrying about crafting a lengthy, produced audio show? Or will tiktok, youtube, spotify, clubhouse (and Facebook/ Meta's recent launch) or other media/ social apps prevail?https://www.theverge.com/platform/amp/2021/7/16/22570683/audio-short-form-podcast-app-racket-beamshttps://racket.com/

Innovative technology is being adopted like never before. Gone are the days of dragging a noisy vacuum cleaner around the house and under the furniture. Now it can be done hands-free.Pet friendly, tougher, and smarter than ever, Eufy’s intelligent RoboVac X8 series includes world-first Twin Turbine Technology generating 2*2000 Pascals of higher suction power for deeper cleaning. With BoostIQ technology suction power automatically adapts from hard floors to rugs, vacuums up to 180 minutes and increases airflow by 80%. Additional AI Map, Smart iPath™ Laser Navigation and LiDAR laser empowers X8 to memorise and detect areas to clean/avoid. https://myeufy.com.au/ 

If COVID-19 has taught us anything, it is that businesses need to adapt quickly. Many video analytics companies from Israel have since came out with flexible and scalable AI technologies that offer compatibility, leverage existing investments in cameras that can be used for security, safety as well as business intelligence purposes.Here are 3 of Israel’s top companies in the video analytics sector:https://israeltrade.org.au/2021/09/24/analysis-is-in-the-eye-of-the-video-beholder/