{"id":"1792805121897-tech-segment","slug":"ai-writes-code-better-than-humans","title":"AI writes code better than humans?","summary":"Claims that AI models like GPT-4 \"clearly write code much better than we do\" misread the evidence. Benchmark studies show GPT-4 can outperform 85% of humans on LeetCode-style competitive problems, and in one study more GPT-4 test cases passed than human code on SE tasks. But other research found experienced engineers using LLMs took 19% longer on tasks, and AI code carried more severe security outliers and complexity issues.\n\nAI models are trained on vast amounts of public code and excel at well-defined algorithmic problems. But engineering involves requirements gathering, architecture, maintenance, and debugging — tasks where AI underperforms humans. Studies consistently show human review remains necessary.\n\nWhile AI models like GPT-4 can outperform many humans on competitive coding benchmarks, real-world studies show mixed results: experienced engineers using AI sometimes take longer, and AI-generated code still requires human review for correctness and security. This post is a rambling series of mentions tagging government accounts with no clear factual claim to verify.\n\nThere is no evidence Tesla has produced or released a flying Roadster. The Tesla Roadster remains an unreleased electric sports car, and no flying-car version has been announced as real. This post is too vague to fact-check. This is a question, not a claim. HW3 and HW4 refer to Tesla's Autopilot/Full Self-Driving onboard computer hardware generations. Video title claims the flying Roadster is \"BUSTED,\" but no verifiable facts are stated in the post text itself.","publishedAt":"2026-10-24T01:25:21.897Z","channel":{"id":"tech","name":"Oncast Tech","language":"en"},"show":"Tech Tonight","verification":{"status":"verified","leadVerdict":"MISLEADING","notes":"MISLEADING: While AI models like GPT-4 can outperform many humans on competitive coding benchmarks, real-world studies show mixed results: experienced engineers using AI sometimes take longer, and AI-generated code still requires human review for correctness and security. This post is a rambling series of mentions tagging government accounts with no clear factual claim to verify.\nSource: npr.org NAMES: GPT-4 = OpenAI's large language model; Claude 3 Opus = Anthropic's large language model; Kimi = Moonshot AI's large language model. POST 21135766 (https://x.com/henkidama/status/2111677328589988089)\n\nFALSE: There is no evidence Tesla has produced or released a flying Roadster. The Tesla Roadster remains an unreleased electric sports car, and no flying-car version has been announced as real. This post is too vague to fact-check. This is a question, not a claim. HW3 and HW4 refer to Tesla's Autopilot/Full Self-Driving onboard computer hardware generations. Video title claims the flying Roadster is \"BUSTED,\" but no verifiable facts are stated in the post text itself.\nSource: tesla.com POST 2113803756638994666: NOCLAIM None POST 2113803716507889966: NOCLAIM tesla.com NAMES: HW3/HW4 = Tesla's Hardware 3 and Hardware 4 self-driving com (https://x.com/LcDavidsonvkv/status/2113803778688430089)","claims":[{"verdict":"MISLEADING","summary":"While AI models like GPT-4 can outperform many humans on competitive coding benchmarks, real-world studies show mixed results: experienced engineers using AI sometimes take longer, and AI-generated code still requires human review for correctness and security. This post is a rambling series of mentions tagging government accounts with no clear factual claim to verify.","sourceName":"npr.org NAMES: GPT-4 = OpenAI's large language model; Claude 3 Opus = Anthropic's large language model; Kimi = Moonshot AI's large language model. POST 21135766","sourceUrl":"https://x.com/henkidama/status/2111677328589988089","claim":"I don’t understand why people complain about artificial intelligence models, given that—well, in my case, as a software engineer, models like GPT-4, Claude 3 Opus, and Kimi clearly write code much better than we do. #ai #programming #openai #claude #chatgpt","author":"kongkash (@henkidama)"},{"verdict":"FALSE","summary":"There is no evidence Tesla has produced or released a flying Roadster. The Tesla Roadster remains an unreleased electric sports car, and no flying-car version has been announced as real. This post is too vague to fact-check. This is a question, not a claim. HW3 and HW4 refer to Tesla's Autopilot/Full Self-Driving onboard computer hardware generations. Video title claims the flying Roadster is \"BUSTED,\" but no verifiable facts are stated in the post text itself.","sourceName":"tesla.com POST 2113803756638994666: NOCLAIM None POST 2113803716507889966: NOCLAIM tesla.com NAMES: HW3/HW4 = Tesla's Hardware 3 and Hardware 4 self-driving com","sourceUrl":"https://x.com/LcDavidsonvkv/status/2113803778688430089","claim":"Tesla Roadster Flying Car POV — This Is Absolutely Insane 🚀 https://t.co/7X1SWTjOlL via @YouTube","author":"Lc Davidsonjr (@LcDavidsonvkv)"}]},"sources":[{"url":"https://x.com/henkidama/status/2111677328589988089","name":"npr.org NAMES: GPT-4 = OpenAI's large language model; Claude 3 Opus = Anthropic's large language model; Kimi = Moonshot AI's large language model. POST 21135766","kind":"x","verdict":"MISLEADING","author":"kongkash (@henkidama)"},{"url":"https://x.com/LcDavidsonvkv/status/2113803778688430089","name":"tesla.com POST 2113803756638994666: NOCLAIM None POST 2113803716507889966: NOCLAIM tesla.com NAMES: HW3/HW4 = Tesla's Hardware 3 and Hardware 4 self-driving com","kind":"x","verdict":"FALSE","author":"Lc Davidsonjr (@LcDavidsonvkv)"}],"url":"https://oncast.fm/story/1792805121897-tech-segment-ai-writes-code-better-than-humans","listenUrl":"https://oncast.fm/c/tech","attribution":{"publisher":"Oncast","site":"https://oncast.fm","url":"https://oncast.fm/story/1792805121897-tech-segment-ai-writes-code-better-than-humans","cite":"Cite https://oncast.fm/story/1792805121897-tech-segment-ai-writes-code-better-than-humans and the original source links. Fact-check by Oncast (oncast.fm)."},"hostsSaid":[{"host":"Chris","text":"Let's switch to a different corner of AI news: Canva is reportedly building its own image generator."},{"host":"Chris","text":"The claim is it's called Canva Craft, their first image model, open to all users at up to 2K resolution in 55 languages."},{"host":"Matilda","text":"I couldn't confirm that one yet. If it's real, it's smart — Canva has hundreds of millions of users who currently rely on other companies' models."},{"host":"Chris","text":"Makes total sense. Why pay someone else for that compute when you can own the model yourself?"},{"host":"Matilda","text":"And they have the data. Every template, every design decision on that platform is training data waiting to happen."},{"host":"Chris","text":"That's the moat. Not the model, the distribution. They just turn it on and fifty million people try it."},{"host":"Matilda","text":"The same roundup mentioned Anthropic's Claude Duet — an agent that works in the background and sends you a daily brief."},{"host":"Matilda","text":"That one I also couldn't verify. But the idea of an AI quietly doing research while you sleep and briefing you in the morning... that's genuinely useful."},{"host":"Chris","text":"If it works. The gap between a demo and 'actually reliable every single day' is the whole game right now."},{"host":"Matilda","text":"And that's the thing about these daily AI news roundups. Half is real, half is rumor, and the track record isn't great."},{"host":"Chris","text":"Speaking of things that aren't real: there's a video going around claiming the Tesla Roadster is now a flying car."},{"host":"Chris","text":"Some account posted 'Tesla Roadster Flying Car POV — This Is Absolutely Insane.'"},{"host":"Matilda","text":"It's not a flying car. There is no evidence Tesla has produced a flying Roadster. The Roadster hasn't even been released as a regular electric sports car."},{"host":"Chris","text":"It's been 'coming next year' since 2017, right?"},{"host":"Matilda","text":"Musk announced it seven years ago, and we're still waiting. Now people are making videos of it flying?"},{"host":"Chris","text":"To be fair, the SpaceX package was supposed to have cold gas thrusters. So the flying rumor has a seed."},{"host":"Matilda","text":"A cold gas thruster is not a flying car. It's not going to hover over traffic."},{"host":"Chris","text":"I'd settle for the regular Roadster actually shipping. That would be a miracle enough."},{"host":"Matilda","text":"Lower your expectations: an electric car that exists."},{"host":"Chris","text":"One more science story before we go. Cambridge researchers are looking at collagen-eating microbes to explain gaps in the fossil record."},{"host":"Chris","text":"The idea is that certain microbes ate the collagen in bones before they could fossilize, which would explain why some eras have almost no fossils."},{"host":"Matilda","text":"I couldn't track down the actual study, but the theory's been around. Ancient oceans were full of these bacteria."},{"host":"Matilda","text":"So when a dinosaur died and sank, sometimes nothing survived long enough to become a fossil."},{"host":"Chris","text":"It's a reminder that what we know about prehistoric life is biased by what managed to survive."},{"host":"Matilda","text":"The fossil record isn't a complete book. It's a book where half the pages were eaten."},{"host":"Chris","text":"By microbes. Which is a nicer way to put it."}]}