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Showing posts with label #DeepMind. Show all posts
Showing posts with label #DeepMind. Show all posts

Tuesday, September 15, 2026

AI WATCH:: What Do the Pioneers Really Think of the AI Revolution?


​AI WATCH: What Do the Pioneers Really Think of the AI Revolution?

​There is no shortage of headlines warning us about the imminent perils of Artificial Intelligence—from apocalyptic existential risks to job loss and deepfakes. But what do the actual pioneers building the future think about where we are heading?

​In a panel hosted by the BBC at Imperial College London [00:22], three of world's leading AI pioneers—Dr. Regina Barzilay (MIT) [01:41], Dr. David Silver (Google DeepMind) [01:24], and Dr. Paolo Pirjanian (Embodied) [01:10]—shared their frontline perspectives on what the AI revolution means for humanity.

​Here are the key takeaways every tech follower needs to know.

​1. From Superhuman Gaming to Breakthrough Medicine

​AI isn’t just solving abstract math puzzles anymore; it’s saving lives and reshaping science:

  • Cancer & Antibiotics: Dr. Regina Barzilay shifted her AI research to healthcare after her own breast cancer diagnosis [02:30]. Since then, her team at MIT developed AI models that spot early-stage breast cancer years before the human eye can see it [07:46]. Her team also used machine learning to discover Halicin—a novel antibiotic capable of killing drug-resistant superbugs like MRSA and E. coli [10:47].
  • Intuition & Strategy: Dr. David Silver led the historic team behind AlphaGo, defeating world champions at the game of Go [01:29]. Unlike chess, Go relies heavily on human-like intuition and creativity [09:06]. DeepMind used reinforcement learning—a trial-and-error method inspired by human dopamine reward loops [04:29]—to bridge the gap between human intuition and machine intelligence.

​2. Emotionally Intelligent AI as Human "Training Wheels"

​Can a machine feel empathy? Paolo Pirjanian, a former NASA robotics engineer, created Moxie—a companion robot designed to assist children on the autism spectrum [01:15].

​Pirjanian points out that millions of vulnerable people suffer from social isolation, and there simply isn't enough human labor force to cover therapy and companionship needs [06:03].

"The robot is not meant to replace human contact—it’s like training wheels to teach children social skills like eye contact and turn-taking, helping them succeed in society." [10:02]


​He predicts that within the next decade, we will see AI companions capable of physically assisting the elderly, enabling independent living with dignity [16:19].

​3. The Path to AGI: Amplifying Human Creativity, Not Replacing It

​While "Narrow AI" focuses on specific tasks (like reading mammograms or playing Go), David Silver and his team at DeepMind are working toward Artificial General Intelligence (AGI)—systems capable of learning virtually any human skill [12:37].

​Addresssing concerns that AI will take over creative domains like novel writing or music, Silver views AI as an amplifier for human capability rather than a replacement [16:44]:

  • ​Tools like Google’s Lyria allow musicians (like Will.i.am) to speed up their songwriting process tenfold [17:12].
  • ​Rather than ending human learning, AI will act as personalized 1-on-1 tutors that adapt perfectly to how an individual learns [23:23].
  • ​In coding, prompt-based AI will soon handle complex programming in hours, freeing creators to focus entirely on big-picture ideas [24:31].

​4. The Real Risks: Over-Regulation vs. Red Tape

​When asked about risks and regulation, the panel offered a nuanced view that challenges standard media narratives:

  • The Healthcare Red Tape Hazard: Dr. Barzilay argued that over-caution and changing regulations are actually slowing down life-saving tools [19:44]. In the US, current billing structures can cause doctors to lose money if AI speeds up patient consultations [14:31]. "Because we cannot get together to put regulations in place... we are making many people suffer needlessly." [20:02]
  • The Regulatory Dilemma: Dr. Pirjanian noted that while safety checks are crucial, unilateral strict regulation could slow down domestic progress while international competitors move full speed ahead [21:04].
  • Targeted Regulation: Dr. Silver emphasized that a "one-size-fits-all" law won't work—medical AI needs drastically different guidelines compared to consumer chatbots [19:04].

​The Verdict for AI WATCH

​The consensus among pioneers isn't panic—it's thoughtful optimism. AI is moving us from an era of grinding routine labor to an era of high-level human ideation and problem-solving.

​As Dr. Pirjanian put it: Imagine what Isaac Newton or Albert Einstein could have accomplished if they had these tools at their fingertips [24:16]. That's the superpowered future awaiting us.

Source: BBC World Service - What do tech pioneers think about the AI revolution?


Grateful thanks to BBC WORLD SERVICE for spurring me to publish this blogpost and

GOOGLE GEMINI for its great help in creating this blogpost!🙏🙏🙏