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Podcast: AI finds its voice Today’s voice assistants are still a far cry from the hyper-intelligent thinking machines we’ve been musing about for decades. And it’s because that technology is actually the combination of three different skills: speech recognition, natural language processing and voice generation. Each of these skills already presents huge challenges. In order to master just the natural language processing part? You pretty much have to recreate human-level intelligence. Deep learning, the technology driving the current AI boom, can train machines to become masters at all sorts of tasks. But it can only learn one at a time. And because most AI models train their skillset on thousands or millions of existing examples, they end up replicating patterns within historical data including the many bad decisions people have made, like marginalizing people of color and women. ....
Clean meat. Slaughter-free meat. Ethical meat. Lab meat. Fake meat. Petri-dish proteins. Cell-cultured proteins. Whatever you call it this new age “meat” is grown in a lab and not on the hoof, and it’s coming to a grocery store near you. I’ve long lamented about my issues with these products. It’s great that we have many options to feed a hungry planet. What I vehemently disagree with is how these fake meat companies use false marketing tactics to disparage traditionally-raised beef in order to gain consumer acceptance for their imitation products. I understand that innovative investors are always looking for ways to disrupt a market and replace it with something new, and it’s clear that animal agriculture is the market they intend to disrupt and replace. ....