# ![@calebwritescode Avatar](https://lunarcrush.com/gi/w:26/cr:tiktok::7482580698711163934.png) @calebwritescode calebwritescode

calebwritescode posts on TikTok about ai, llm, llms, open ai the most. They currently have [------] followers and [--] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/tiktok::7482580698711163934/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7482580698711163934/c:line/m:interactions.svg)

- [--] Week [-------] +39%
- [--] Month [-------] +105%
- [--] Months [---------] +670%

### Mentions: [--] [#](/creator/tiktok::7482580698711163934/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7482580698711163934/c:line/m:posts_active.svg)

- [--] Week [--] -16%
- [--] Month [--] no change
- [--] Months [--] +174%

### Followers: [------] [#](/creator/tiktok::7482580698711163934/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7482580698711163934/c:line/m:followers.svg)

- [--] Week [------] +3.30%
- [--] Month [------] +5.50%
- [--] Months [------] +780%

### CreatorRank: [-------] [#](/creator/tiktok::7482580698711163934/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:tiktok::7482580698711163934/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [stocks](/list/stocks)  [finance](/list/finance)  [countries](/list/countries)  [social networks](/list/social-networks)  [currencies](/list/currencies)  [celebrities](/list/celebrities)  [automotive brands](/list/automotive-brands) 

**Social topic influence**
[ai](/topic/ai), [llm](/topic/llm) #170, [llms](/topic/llms) #101, [open ai](/topic/open-ai) #1804, [model](/topic/model) #3332, [in the](/topic/in-the), [agi](/topic/agi) #290, [agentic](/topic/agentic) #193, [anthropic](/topic/anthropic) #460, [inference](/topic/inference) #83

**Top accounts mentioned or mentioned by**
[@replit](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl)
### Top Social Posts
Top posts by engagements in the last [--] hours

"New models for [----] (gpt [---] claude [---] llama [--] grok [--] gpt 4.1) #ai #coding #technology #learning #softwareengineer #softwaredeveloper #softwareupdate"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7493985575188303150)  2025-04-16T18:52Z [---] followers, [---] engagements


"Cline in Veo [--]. #ai #veo3 #coding #llm #ml #cline"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7520650602951609655)  2025-06-27T15:26Z 20.6K followers, [----] engagements


"Software is dead Agents win Software industry is about to change with AI but not how you think. We could see changes in how we view software deployment's pace using Coding agents that make software cheaper and faster. Tools like Cursor Claude Code and Cline helps deliver products at a speed we have not seen before. Is it possible that we will have Agent-to-agent (A2A) tools MCPs and agentic network transform the entire industry #ai #coding #software #softwareengineer #llm #agents #agenticai"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7525254192970108174)  2025-07-10T01:10Z [----] followers, [----] engagements


"HRM 27M beat Opus [--] RNN based model going against the Transformer decoder only model like GPT. The implication on the AI industry and our path to AGI has been announced more clearly with innovations that are being made in Sapient Research team publishing the HRM with only 27M parameter in size. Does this nullify the scaling law and potentially get us closer to reasoning models being more attainable by nature #ai #llm #coder #artificialintelligence #explained #largelanguagemodels #automation #nlp"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7540455500660346125)  2025-08-20T00:18Z [----] followers, [--] engagements


"Kimi K2 is finally available by MoonShot AI and it is shifting the entire AI industry one step closer to having local LLMs that is comparable to SOTA llms like OpenAI GPT Anthropic Claude Google Gemini and xAI Grok. As we see the cost of inference going down and different techniques for post training we'll see how this plays with MCP and A2A being the standard in the industry. #ai #kimi #kimik2 #moonshotAI #llm #news #tech #technology #innovation #anthropic #openai #coding #software #softwareengineer #agents"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7527905692993260855)  2025-07-17T04:39Z 29.7K followers, 88.4K engagements


"Qwen [--] Coder released by Alibaba is making all the news in the AI industry only leaving [--] days for Kimi K2 by MoonShot to enjoy their spotlight. The coding model is a mixture of expert LLM that is specialized on trillions of tokens that are mostly coding data. It employs pre-training and post-training techniques that seem to show that smaller models can perform as well as SOTA models from OpenAI Gemini and Anthropic. The 480B with 35B active parameter model is now available for us to use. #ai #qwen #qwen3 #llm #artificialintelligence #tech #alibaba #qwen3coder"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7530412584755907853)  2025-07-23T22:47Z 29.7K followers, 33.1K engagements


"With the release of Grok [--] Fast we need to look at what direction xAI is heading towards and how they are different from other frontier labs that are all innovating towards something - AGI or artificial general intelligence. xAI certainly is a controversial company that has proved itself over the past few years. And as we wait for Grok [--] Elon has been saying that AGI is near with the new release. #grok #xai #ai #tech #artificialintelligence #business #technology #explained #research #machinelearning #vibecoding #largelanguagemodels #softwareengineer #gpu #nvidia"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7552315350734458126)  2025-09-20T23:21Z 29.7K followers, 61.4K engagements


"Quantum Computers are adding more value to our society as number of qubits are approaching numbers that actually seem to give quantum advantage where it adds more value than our current structure with parallel computing from classical computing. How does Grover and Shor's algorithm and quantum gates with superposition state using techniques like ion trapping annealing and superconduction help us get higher result in AI And most importantly how do quantum computers pair with AI #ai #quantumcomputing #qubit #deeplearning #llm #largelanguagemodels #LLMs #machinelearning #parallelcomputing #Tech"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7563052799915806007)  2025-10-19T21:48Z 29.7K followers, 42.1K engagements


"MiniMax model called M2 is showing its capability as an LLM with their novel interleaved reasoning that compounds in its capabilities and also continuing with their CISPO post training method that helps improve their post-training methodologies. As LLMs from China and especially an open source model like MiniMax M2 takes the stage we're seeing more and more examples of how strong their innovations are showing. #minimax #agi #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7570068617463614733)  2025-11-07T19:33Z 29.7K followers, 31.1K engagements


"When does it make sense to buy your own NVIDIA H100 The subscription costs are adding up for power users that are spending up to $200/mo when enough people pool their money together will HGX H100 make sense for inference #llm #largelanguagemodels #ai #LLMs #machinelearning #research #Tech #explained #artificialintelligence #business #softwareengineer #economy #agi #aibubble #datacenter #nvidia #verarubin #nvidiah100"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7595830069050772791)  2026-01-16T05:40Z 29.7K followers, 30.6K engagements


"#programming #python #ASMR #tech #AI #langgraph #langchain #agents #automation #coding #coder #code #software Talking Documents is a Python application that reads PDF documents and writes summary of the document. It uses LangGraph and LangChain to automate the agent creation process that is used here"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7482625482047900971)  2025-03-17T04:09Z 26.4K followers, [---] engagements


"Understanding how LLM has advanced [----] to [----] #ai #coding #technology #learning #fyp #fyp #llm"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7493744375206563118)  2025-04-16T03:15Z 28.2K followers, [---] engagements


"Coding interviews with AI and Vibe Coding #AI #vibecoding #coding #programming #software #tech"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7515278489570807083)  2025-06-13T03:59Z 27.7K followers, 16.8K engagements


"i bet you i can vibe code better than you on vibetest.io #ai #coding #coders #programmers #prompt #tech #new #fyp #technology #software #developers #devloper"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7516335938595802411)  2025-06-16T00:22Z 28.4K followers, [----] engagements


"Agents as a Service is truly how AI will make a difference as technology advances. #ai #future #Tech #software #AaaS #agents #agenticai #llm #vibecoding #vibecode"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7522297253617274126)  2025-07-02T01:55Z 26.3K followers, [----] engagements


"Cursor AI an agentic code editor has been a popular tool among developers who want to use LLM to automate their coding experience. The pricing changes in Cursor and other small changes have revealed something about the AI industry as whole and how winning the hearts of the coders really is central by opening up transparency and consistency in pricing. #cursor #cursorai #ai #coding"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7524908032526961934)  2025-07-09T02:46Z 27.7K followers, 28K engagements


"xAI releases Grok [--] and completely overtakes most LLM benchmarks like HLE ARC-AGI LiveBench and more. Does Grok [--] and Grok [--] Heavy get mass adoption in the AI community for how well it performs in the real world How will this look like in the future as we anticipate for GPT [--] release and Gemini [---] release from OpenAI and Google #ai #llm #tech#coder #programming #grok #grok4 #Xai #anthropic #openai #gemini #fyp"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7526714944696503566)  2025-07-13T23:38Z 24.2K followers, [----] engagements


"OpenAI is announcing the release of GPT-5 soon and the AI industry has been changing faster than ever especially with Alibaba MoonShot and other open models like Kimi K2 MLG and Qwen [--]. There are important discussions around pricing performance multi-modality speed memory and tool usage for the new LLM that is expected to be released any time soon. The stage is definitely primed for OpenAI and we are expecting to see reduced hallucinations and improved reasoning from GPT [--]. #llm #ai #gpt #gpt5 #artificialintelligence #openai #tech #softwareengineer #softwaredeveloper #coder"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7532966489289231629)  2025-07-30T19:57Z 24.7K followers, 12.7K engagements


"Anthropic released Opus [---] right before the OpenAI GPT-5 is expected to release really soon. How does this stack up against other open models like Qwen [--] Coder GLM [---] and Kimi K2 Claude Opus [---] is certainly a strategic release by Anthropic to force OpenAI's hand and place themselves in the market right before the planned release of their SOTA model from OpenAI #llm #ai #gpt5 #openai #softwaredeveloper #coder #anthropic #claude"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7535348370739694861)  2025-08-06T06:00Z 28.2K followers, [----] engagements


"GPT-5 is released by OpenAI that has implications on what this means to the AI industry. OpenAI is staring to see decline in their competitive edge and Qwen and Alibaba team is getting ready to show their innovation against GPT-5. It took a lot of time and money for OpenAI to release GPT-5 and we saw small improvement not enough to keep them ahead in their lead. As we wait for Gemini Grok and Claude models as well as Meta and Qwen Kimi GLM models wel'l see how long this lasts. #llm #ai #gpt5 #openai #softwaredeveloper #coder #tech #artificialintelligence #softwareengineer #explained"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7536463931590642958)  2025-08-09T06:10Z 28.4K followers, 19.9K engagements


"AI industry has been underpinned by the race between open vs closed models and the competition between open weights and open source versus closed and proprietary LLMs has been an interesting development that came out of AI winter to now heavily funded operations of AI innovation today. Let's discuss how and why this is important in our understanding of AI. #ai #llm #artificialintelligence #explained #largelanguagemodels #softwareengineer #research #softwaredeveloper #tech #openai #anthropic #gpt #coder #automation"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7545530822078598414)  2025-09-02T16:34Z 26.9K followers, 25K engagements


"#ad @replit Agent [--] new feature explained. Agent [--] allows automated testing run time of [---] minutes and agent and automation feature. Does the app actually perform well under fairly complex application and can it actually help me improve productivity for my app Learn more here: https://replit.com/agent3 👉$10 credit for Replit: https://replit.com/refer/loganeom268 #replit #agent3 #ai #tech #technology #llm #vibecoding"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7550391554360265998)  2025-09-15T18:56Z 26.7K followers, [----] engagements


"Is AI a Commodity LLM has recently seen a lot of criticism and skepticism around its saturation in its artifical knowledge. And cost of intelligence and pricing in API has been decreasing by a huge factor since [----]. Why does this happen Let's explore. #agi #ai #deepseek #deeplearning #llm #largelanguagemodels #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7568562501219044663)  2025-11-03T18:08Z 28.3K followers, 22.3K engagements


"AI Browsers like OpenAI Atlas and Perplexity Comet is starting to establish themselves in the industry. But we know that the features they are offering aren't meeting the barrier to give up our privacy and convenience to switch browsers. #agi #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #atlas #perplexity #openai"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7569792843842129165)  2025-11-07T01:42Z 26.7K followers, [----] engagements


"AI In Space is becoming a closer reality as companies like Starcloud and SpaceX is reaching towards making orbital data centers make sense economically. But how does the math work out in terms of energy solar panel cooling and space challenges that lies ahead How does the LCOE or levelized cost of electricity compare to data centers that we have on earth #spacex#spacexlaunch #science #technology #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #economy #agi #nvidia #starcloud"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7582673427140594999)  2025-12-11T18:45Z 28.1K followers, [----] engagements


"Tara [---] p2 Tara [---] p2 Tara [---] p2"  
[TikTok Link](https://www.tiktok.com/@douniacommunication/video/7590499158038039864)  2026-01-01T20:53Z 26.6K followers, [----] engagements


"What does UNC mean Join me on Twitch stream for AI research #stream #streamer #ai #artificialintelligence"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7590883262650797326)  2026-01-02T21:44Z 29.7K followers, [----] engagements


"Cline building up its context window after creating a checkpoint. #programming #ai #coding #Tech #AI"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7489659484260846894)  2025-04-05T03:04Z 28.8K followers, [----] engagements


"We need multi agent orchestration in AI Code Editors like Cursor Windsurf Roo Cline Aider Codex #ai #coding #tech #cursor #windsurf #Cline #Roo"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7511687539921636651)  2025-06-03T11:46Z 28.7K followers, 52.8K engagements


"Transformers Explained. Transformers changed how NLP was providing value to the world and acted as the next generation to the RNN and its variants like LSTM Bi-directional LSTM GRU. This video discusses how Transformers compute attention scores (Q K V) with vectors to extract meaning from input and addresses how Quadratic Memory Complexity Diminishing Return with Large Context Window and Reasoning skills. Also talk about sparse attention low-rank approximation Flash attention and Chain of Thought (CoT) in addressing the challenges in innovation of AI and LLMs. #ai #llm #nlp #rnn #tech"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7531969162319629582)  2025-07-28T03:27Z 28.4K followers, 70.3K engagements


"GPT OSS was relased by OpenAI and it's changing the industry in how LLM will be released in the future. The 20B and 120B is competing directly against Alibaba MoonShot and Z.ai in how large language models will look like. For coders and developers wanting to use LLMs locally this is a big move in the industry. #llm #ai #gpt5 #openai #softwaredeveloper #coder #gpt #gptoss #tech #artificialintelligence #softwareengineer #explained #largelanguagemodels"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7535727629907905805)  2025-08-07T06:32Z 28.6K followers, 12.8K engagements


"HRM 27M beat Opus [--] RNN based model going against the Transformer decoder only model like GPT. The implication on the AI industry and our path to AGI has been announced more clearly with innovations that are being made in Sapient Research team publishing the HRM with only 27M parameter in size. Does this nullify the scaling law and potentially get us closer to reasoning models being more attainable by nature #ai #llm #artificialintelligence #explained #largelanguagemodels #softwareengineer #research #gpt #gpt5 #openai #claude #anthropic"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7540470578617142542)  2025-08-20T01:17Z 28.8K followers, 208.2K engagements


"The US and China has been competing in AI in agentic application LLM infrastructure supply production and design. Companies like TSMC SMIC Nvidia and Intel are all involved in chip production as well as ASML. And other LLM companies like Baidu DeepSeek ByteDate MoonShot Alibaba and US ones from xAI Meta OpenAI Anthropic and Google Gemini has been trying to transform the AI industry. With bans on H100 A100 H800 H20 and more we are seeing competition getting huge even with China's Made in China [----] and America's CHIPS Act and the Big Beautiful Bill. #ai #llm #artificialintelligence #explained"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7542006197751254327)  2025-08-24T04:36Z 28.8K followers, 684.1K engagements


"Hype in AI has been getting people asking if there is AI bubble in both innovation and capital allocation of AI. Knowing the trends of AI and what the future of AI holds is important especially as valuation of AI companies that are engaged in huge mergers and acquisitions and AI talent war is becoming the forefront of AI competition. #ai #artificialintelligence #tech #business #technology #explained #research #llm #deeplearning #machinelearning"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7550860448023842103)  2025-09-17T01:15Z 28.4K followers, 65.2K engagements


"AI video models like Sora [--] and Veo [--] from OpenAI and Gemini have really blurred the lines between reality and fake. This video breaks down how the AI industry got to where it is today when it comes to generating a full high definition AI videos that keeps track of motion light and physics. You will see how we got from raw pixels to latent space vision transformers and more. #ai #deeplearning #llm #largelanguagemodels #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #vibecoding #sora2 #veo3 #sora #veo"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7560682820729982221)  2025-10-13T12:32Z 28.4K followers, 15.4K engagements


"TRM 7M parameter model. Scored 45% on ARC-AGI benchmark and its impressive model architecture is rivalling its ability to solve difficult tasks better than frontier LLMs. TRM and HRM are both rivalling in demonstrating their ability to score high above its weight given its tiny size. #ai #deeplearning #llm #largelanguagemodels #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #TRM #HRM"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7561558279957073166)  2025-10-15T21:08Z 28.8K followers, 23.1K engagements


"Kimi just launched the top SOTA open source model that beat the US in many benchmarks for the first time. The emphasis on the open source where the Kimi K2 Thinking demonstrates its interleaved thinking and quantization-aware training using mixture of experts - all contributing to efficient inference and this one is a beast. Let's dig into find out its impact. #agi #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #moonshotai #kimik2"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7570551700927302967)  2025-11-09T02:47Z 28.8K followers, 17.1K engagements


"My humble opinoin on why I think AI not in a bubble but not without fault. The AI industry can certainly do better in how we structure our deals but the underlying assumption is whether intelligence is trully capped or not given the hue capex and investments that are being made. #aibubble #llm #largelanguagemodels #ai #LLMs #machinelearning #Tech #research #explained #artificialintelligence #business #technology #softwareengineer #moonshotai #economy"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7571588741999889678)  2025-11-11T21:51Z 28.8K followers, [----] engagements


"NEO a humanoid for home is available and I'm all for it. But how does it actually work and what model supports it Is the future going to be human robots at home Tesla and robots are becoming a norm as AI and AGI becomes a close target. Let's find out how this impacts us and how it works. #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #moonshotai #economy #agi #robot #robots #robotics #automation"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7572355736072703245)  2025-11-13T23:28Z 28.8K followers, [----] engagements


"OpenAI rushed into releasing their GPT-5.2 model and it has many implication on OpenAI and its conneciton to Oracle and OCI and all the capital structure that's tied to it. Let's look at how private credit AI bubble and economy fueling the AI investments will shake out. As the AI race continues with OpenAI Meta xAI Anthropic and Google and TPU and Nvidia and AMD chips are also competing from data center build outs we will look at how debt based vs capital and capex and cashflow based funding plays out as we go. #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7583628608619547918)  2025-12-14T08:33Z 28.7K followers, [----] engagements


"MiniMax M2.1 is now released and it is positioning itself in the AI industry as RL and finetuning becomes more important and release cycle becomes more tight pressuring all frontier labs to also innovate on a faster cycle. Let's see how MiniMax M2 upgrade to M2.1 measures up with their VIBE bench and other ways to look at how this 10B active parameter model works. #minimax #llm #largelanguagemodels #ai #LLMs #machinelearning #Tech #research #explained #artificialintelligence #business #softwareengineer #economy #agi"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7587220112382364942)  2025-12-24T00:49Z 29.7K followers, [----] engagements


"DeepSeek mHC is what everyone seems to be talking about as we try to wrap our heads around really what implications this has in the entire AI industry. We are also expecting DeepSeek's anticipated V4 release in [----] as the AI race continues on. Will DeepSeek shake the economy once again as we look at how China's contribution to LLM research and deep learning soars. #deepseek #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #agi #datacenter"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7598214209268190478)  2026-01-22T15:52Z 29.7K followers, [----] engagements


"OpenAI and Gemini (DeepMind) both gained enough score to win gold medal on the [----] International Mathematics Olympiad. IMO [----] Problem [--] was a difficult challenge that they both failed on but this advancement in AI shows how IMO benchmark is slowly attainable even by commercial SOTA models that we might face today. The IMO officials also scored Gemini's answers from two models that Gemini brought forward while OpenAI ran it privately with independent grading from previous participants. #ai #llm #openai #gemini #internationalmathematicalolympiad #imo2025 #math #coder #softwareengineer"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7529940177649749261)  2025-07-22T16:14Z 29.7K followers, 44.9K engagements


"AGI is humanity's next big moment and we have companies like OpenAI Anthropic xAI DeepSeek MoonShot Alibaba AntGroup and more all trying to achieve AGI to some extent. But how have we been approaching this pursuit and what is humanity's cost to achieve AGI Is the pursuit hurting American economy or are we on the right trajectory given all the necessary roadblocks we need to overcome as AI takes over the world #agi #ai #deepseek #deeplearning #llm #largelanguagemodels #LLMs #machinelearning #Tech #research #explained #artificialintelligence #business #technology #softwareengineer"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7565346366113762615)  2025-10-26T02:08Z 29.7K followers, 49K engagements


"Nvidia just acquired Groq for $20B as GPU and AI data center build out continues. Inference is becoming more important as demand for inference chips pick up more and more. #Groq #nvidia #nvidiastock #Tech #llm"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7588612445787278647)  2025-12-27T18:52Z 29.7K followers, [----] engagements


"OpenAI and Anthropic both release their state of the art models GPT-5.3-Codex and Opus [---] with just minutes to each other. We are going to dive into what makes them different and analyze the full difference between these LLMs and what their strengths and weaknesses are. As we look at larger context window 1M for Opus and better terminal use cases and faster inference speed from OpenAI the competition is looming larger especially as iteration speed and release cycle for them gets shorter. How will this affect the economy and the AI industry #ai #openai #anthropic #llm #largelanguagemodels"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7603707090066099469)  2026-02-06T11:09Z 29.7K followers, 88.1K engagements


"Moonshot finally released their new Kimi K2.5 now includes multimodality and agent swarm that can spawn up to [---] agents with [----] tool calls. Kimi's new model here can replicate websites for vibe coders who want to just submit images or videos. This is yet another bold step in technology as Chinese frontier AI labs continue to innovate LLMs to compete and now SOTA level models like Kimi is showing its strength with PARL or Parallel Agent Reinforcement Learning and Critical Step to ensure that the orchestration of agents are done higher in the LLM stack which enables agentic applicaitions to"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7601224194579270926)  2026-01-30T18:32Z 29.7K followers, 73.7K engagements


"SaaS based stocks are down more than 60% and traditional software companies are facing AI disruption happening as the first wave. How will the AI industry and the broader economy value software companies as the unit economics change with how pricing works with agents and agentic applications that interact with applications Will this affect on-prem IaaS and PaaS also #llm #largelanguagemodels #LLMs #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #datacenter #agi #aibubble #ai"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7605319560421575950)  2026-02-10T19:24Z 29.7K followers, 38.4K engagements


"Diffusion Models: from autoencoder to VAE to GAN to Diffusion. How AI matured its diffusion model to where it is today simplified as emerging techonology that could potentially surpass transformer architecture. We explore the challenges of training LLMs in learning image features and storing them in latent space to more. #ai #llm #artificialintelligence #explained #largelanguagemodels #softwareengineer #research #softwaredeveloper #tech #openai #anthropic #gpt5 #gpt #coder"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7544261247022255373)  2025-08-30T06:27Z 29.7K followers, 260.2K engagements


"Anthropic and its subscription model and API pricing change against third party AI agents like OpenCode has caused a lot of attention around the AI industry. As AI coding becomes deeper into automation and really expanding LLMs like Opus [---] GPT-5.2-Codex as well as GLM [---] MiniMax M2.1 and more we are heading into how competition in the agentic layer and LLM layer is coupled. How will the rest of the industry with Cursor Windsurf Cline Roo Aider OpenCode and Claude Code react to this #claudecode #opencode #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7597188385920306445)  2026-01-19T21:31Z 29.7K followers, 13.9K engagements


"DRAM shortage is causing huge price hike in consumer hardware including RAM SSD Flash Non-Volatile storage. The demand in AI is driving memory constraint from memory manufacturers like Samsung SK Hynix and Micron that are suppliers and manufacturers of all memory types from GDDR to HBM in Nvidia and AMD graphics cards. As in the industry shifts due to large demand of artificial intelligence the entire economy of how the memory business works is slowly shifting as these plants shifts their focus away from lower margin product to now a high margin memory as demand picks up. #openai #llm"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7602738532435627278)  2026-02-03T20:29Z 29.7K followers, [----] engagements


"Software Developers are trying to enter the workforce while layoffs and hiring levels are not helping. We also have massive innovation from AI from frontier labs but more importantly the underlying coding agents like Claude Code Codex App Cline Roo Cursor Windsurf and OpenCode are all getting better across the board. So as we look at the employment rate in the software industry and analyze the wages and income of software developers and look at why coding agents are really separating the developers into two let's find out what's going on in tech and the economy. #Tech #hr #humanresources"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7605781034826878221)  2026-02-12T01:15Z 29.7K followers, 53.7K engagements


"what is vibe coding and is it the future of artificial intelligence will cursor AI and cline take over the devlopment industry #ai #technology #coding"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7485000281055366443)  2025-03-23T13:44Z 29.6K followers, [----] engagements


"AI Deep Research (Manus Perplexity OpenAI Kimi Anthropic Gemini) Comparing different AI research tools that help curate information to generate a custom report that is geared towards helping you automate information gathering. #ai #llm #softwaredeveloper #coder #artificialintelligence #explained #softwareengineer #largelanguagemodels #manus #anthropic #kimi #research #tech #automation"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7539727447042821390)  2025-08-18T01:13Z 29.6K followers, 17.2K engagements


"Nvidia and AMD graphic cards are becoming a commodity where pricing has been a huge barrier for even consumers to look into running AI locally at home. What are some metrics I should consider in purchasing graphic cards and what graphic cards is good Do I only look at VRAM or do the software stack matter as well like ROCm and CUDA Open models like Qwen QwQ GLM Llama Phi and more are all becoming a strong candidate to run these models at home. #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #economy"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7576345093766958349)  2025-11-24T17:29Z [--] followers, 16.7K engagements


"OpenAI Money Problem Explained. #openai #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #agi #datacenter #claudecode #aibubble #deepseek"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7600934842196430135)  2026-01-29T23:49Z 29.7K followers, [----] engagements


"Energy Demand in AI: AI innovation is heavily reliant on energy and power production. Will energy scale as fast as AI and LLM has been This is especially a pertinent topic as US and China are competing in the AI space for faster and more effective artificial intelligence system. Let's find out why Nvidia chips natural gas coal gas nuclear solar and other energy sources are important in AI innovation and how this is panning out in the AI industry as whole. #ai #energy #research #explained #tech #technology #tensor #artificialintelligence #Nvidia #gpu #nvlink"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7547334089309752589)  2025-09-07T13:11Z 29.7K followers, 200K engagements


"DeepSeek finally breaks silence and releases a model called DeepSeek-OCR where it weirdly makes a shift in how AI models can think about input. Could we see a new way in data compression where context window for LLMs can effectively 10X given this huge innovation #ai #deepseek#deepseekocr#deeplearning #llm #largelanguagemodels #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7563784826839518477)  2025-10-21T21:08Z 29.7K followers, 389.8K engagements


"Vera Rubin specs and their release plan is available with Nvidia's CES [----] that unveiled their plans. How Nvidia releases their products has a huge downstream effect on the AI industry when it comes to how MoE RAG agents and robotics looks like as training and inference becomes more important. We look at how SLA on Nvidia chips and the iteration from their blackwell architecture improves tokens per second not only per user but also per GPU. #llm #largelanguagemodels #ai #LLMs #machinelearning #research #Tech #explained #artificialintelligence #business #softwareengineer #economy #agi"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7592339864763239693)  2026-01-06T19:56Z 29.7K followers, [----] engagements


"Kiro is now available after Amazon released the AI Agentic IDE to compete with existing software like Cursor Claude-Code Cline Roo WindSurf and Aider. Kiros opinionated nature of how business requirement should be translated to Spec and other notable features like Hooks and Steering we can see how Kiro intends to establish itself in the AI industry in an already competitive environment. #ai #kiro #tech #innovation #amazon #coding #software #softwareengineer #agents #programming"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7529352124552023351)  2025-07-21T02:12Z 29.7K followers, 116.7K engagements


"Qwen3 Omni's new release from Alibaba is changing how multimodality in AI is being considered when it comes to stabilizing the underlying LLM that typically degrades with each modaity being added. Qwen's team have made a huge improvement in training technique that helps bridge other modalities to the LLM while not sacrificing the model. #ai #deeplearning #llm #largelanguagemodels #LLMs #machinelearning #Tech #research #explained"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7553752412192771342)  2025-09-24T20:18Z 29.7K followers, 48.3K engagements


"Gemini [--] and GPT-5.1 Pro is now available from Google DeepMind and OpenAI labs. How does AI models affect our path towards AGI and ASI Will American closed models compete agianst Chinese open models The continual investment in capital expenditure in GPU going gigawatt how will this play out as AI model training become automated #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #economy #agi #openai #googledeepmind #gemini3 #gpt5 #chatgpt"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7574723095265692941)  2025-11-20T08:34Z 29.7K followers, 135.4K engagements


"DeepSeek v3.2 is now live and the impact on enterprise adoption for agentic AI is huge. How do Chinese models now compared against US frontier LLMs How does DeepSeek's AI models influence the open model and open source market #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #economy #deepseek #alibaba"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7579773363086757133)  2025-12-03T23:12Z 29.7K followers, 77K engagements


"AI Universal Income is a growing topic as AI investments reach multi trillion going into [----]. Is universal basic income from artificial intelligence just a dream or can we reasonably attain that What does it even mean to achieve a UBI through AI What about unemployment rate What about job replacement Does AI bring deflation to goods and services Let's find out #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #economy"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7580399532270193933)  2025-12-05T15:42Z 29.7K followers, 21.1K engagements


"Limits of LLMs #llm #artificialintelligence #ai #machinelearning #technology"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7590892534012988727)  2026-01-02T22:20Z 29.7K followers, 21.7K engagements


"As we head into [----] with the expansion of AI CoreWeave is a company that seems to be in the most precarious situation financially as their debt financing and data center delay seems to be pointing towards insolvency. How will growing competition among neoclouds and hyperscalers all play into the factor of the AI industry continuing to battle for more compute. What does GPU and model depreciation and deprecation cycle look like as CoreWeave continues to compete with new innovations being introduced everyday #llm #largelanguagemodels #ai #LLMs #machinelearning #research #Tech #explained"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7594314325792279863)  2026-01-12T03:38Z 29.7K followers, [----] engagements


"Clawdbot or Moltbot challenges how AI adoption really looks like as AI continues to extend its reach further into the stack. Lets look at how tools like Moltbot changes how AI applications that are based on LLM can really impact computers as we know it and explore all the security vulnerabilities and honestly a neglect in how we are deploying these apps and how that might influence the rest of the industry. #clawdbot #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #agi #datacenter"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7600454258621812023)  2026-01-28T16:45Z 29.7K followers, [----] engagements


"Anthropic released a new flagship model Opus [---] and it is becoming a huge agentic model that is beating all benchmarks. Innovative ways of making LLMs operate in programmatic tool calling flow is something I'm very impressed by. #llm #largelanguagemodels #ai #LLMs #machinelearning #tech #research #explained #artificialintelligence #business #technology #softwareengineer #economy #agi #openai #anthropic"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7576595498367192334)  2025-11-25T09:42Z 29.7K followers, 60.1K engagements


"MiniMax just released their M2.5 model and the cost of intelligence has dropped even more where agentic use cases like MoltBook and OpenClaw is just the start. As AI competition between frontier labs continue Chinese AI models like MiniMax M2.5 is making a huge dent in the market when it comes to the efficiency of the model. We are looking at input and output tokens being near negligence at a time when agentic use cases are going to start dominating the world. The model scored 80% in swe-bench matching SOTA models like Opus [---] GPT-5.2 and Gemini [--] Pro and more while offering at extreme low"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7606343123899469069)  2026-02-13T13:36Z 29.7K followers, [----] engagements


"MiniMax just released their M2.5 model and the cost of intelligence has dropped even more where agentic use cases like MoltBook and OpenClaw is just the start. As AI competition between frontier labs continue Chinese AI models like MiniMax M2.5 is making a huge dent in the market when it comes to the efficiency of the model. We are looking at input and output tokens being near negligence at a time when agentic use cases are going to start dominating the world. The model scored 80% in swe-bench matching SOTA models like Opus [---] GPT-5.2 and Gemini [--] Pro and more while offering at extreme low"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7606343123899469069)  2026-02-13T13:36Z 29.7K followers, [----] engagements


"Software Developers are trying to enter the workforce while layoffs and hiring levels are not helping. We also have massive innovation from AI from frontier labs but more importantly the underlying coding agents like Claude Code Codex App Cline Roo Cursor Windsurf and OpenCode are all getting better across the board. So as we look at the employment rate in the software industry and analyze the wages and income of software developers and look at why coding agents are really separating the developers into two let's find out what's going on in tech and the economy. #Tech #hr #humanresources"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7605781034826878221)  2026-02-12T01:15Z 29.7K followers, 53.7K engagements


"SaaS based stocks are down more than 60% and traditional software companies are facing AI disruption happening as the first wave. How will the AI industry and the broader economy value software companies as the unit economics change with how pricing works with agents and agentic applications that interact with applications Will this affect on-prem IaaS and PaaS also #llm #largelanguagemodels #LLMs #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #datacenter #agi #aibubble #ai"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7605319560421575950)  2026-02-10T19:24Z 29.7K followers, 38.4K engagements


"OpenAI and Anthropic both release their state of the art models GPT-5.3-Codex and Opus [---] with just minutes to each other. We are going to dive into what makes them different and analyze the full difference between these LLMs and what their strengths and weaknesses are. As we look at larger context window 1M for Opus and better terminal use cases and faster inference speed from OpenAI the competition is looming larger especially as iteration speed and release cycle for them gets shorter. How will this affect the economy and the AI industry #ai #openai #anthropic #llm #largelanguagemodels"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7603707090066099469)  2026-02-06T11:09Z 29.7K followers, 88.1K engagements


"How AI is changing the software development industry as layoffs job market agentic applications and vibe coding is growing everyday"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7603485106275192078)  2026-02-05T20:45Z 29.7K followers, [----] engagements


"DRAM shortage is causing huge price hike in consumer hardware including RAM SSD Flash Non-Volatile storage. The demand in AI is driving memory constraint from memory manufacturers like Samsung SK Hynix and Micron that are suppliers and manufacturers of all memory types from GDDR to HBM in Nvidia and AMD graphics cards. As in the industry shifts due to large demand of artificial intelligence the entire economy of how the memory business works is slowly shifting as these plants shifts their focus away from lower margin product to now a high margin memory as demand picks up. #openai #llm"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7602738532435627278)  2026-02-03T20:29Z 29.7K followers, [----] engagements


"Moonshot finally released their new Kimi K2.5 now includes multimodality and agent swarm that can spawn up to [---] agents with [----] tool calls. Kimi's new model here can replicate websites for vibe coders who want to just submit images or videos. This is yet another bold step in technology as Chinese frontier AI labs continue to innovate LLMs to compete and now SOTA level models like Kimi is showing its strength with PARL or Parallel Agent Reinforcement Learning and Critical Step to ensure that the orchestration of agents are done higher in the LLM stack which enables agentic applicaitions to"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7601224194579270926)  2026-01-30T18:32Z 29.7K followers, 73.7K engagements


"OpenAI Money Problem Explained. #openai #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #agi #datacenter #claudecode #aibubble #deepseek"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7600934842196430135)  2026-01-29T23:49Z 29.7K followers, [----] engagements


"Clawdbot or Moltbot challenges how AI adoption really looks like as AI continues to extend its reach further into the stack. Lets look at how tools like Moltbot changes how AI applications that are based on LLM can really impact computers as we know it and explore all the security vulnerabilities and honestly a neglect in how we are deploying these apps and how that might influence the rest of the industry. #clawdbot #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #agi #datacenter"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7600454258621812023)  2026-01-28T16:45Z 29.7K followers, [----] engagements


"ChatGPT ads will now be enforced for Free and Go users as OpenAI tried to gain momentum in their revenue. #openai #chatgpt #ai #artificialintelligence #Tech"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7599441101539364127)  2026-01-25T23:12Z 29.7K followers, [----] engagements


"DeepSeek mHC is what everyone seems to be talking about as we try to wrap our heads around really what implications this has in the entire AI industry. We are also expecting DeepSeek's anticipated V4 release in [----] as the AI race continues on. Will DeepSeek shake the economy once again as we look at how China's contribution to LLM research and deep learning soars. #deepseek #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence #softwareengineer #aicoding #research #explained #business #economy #agi #datacenter"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7598214209268190478)  2026-01-22T15:52Z 29.7K followers, [----] engagements


"Anthropic and its subscription model and API pricing change against third party AI agents like OpenCode has caused a lot of attention around the AI industry. As AI coding becomes deeper into automation and really expanding LLMs like Opus [---] GPT-5.2-Codex as well as GLM [---] MiniMax M2.1 and more we are heading into how competition in the agentic layer and LLM layer is coupled. How will the rest of the industry with Cursor Windsurf Cline Roo Aider OpenCode and Claude Code react to this #claudecode #opencode #llm #largelanguagemodels #LLMs #ai #machinelearning #Tech #artificialintelligence"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7597188385920306445)  2026-01-19T21:31Z 29.7K followers, 13.9K engagements


"When does it make sense to buy your own NVIDIA H100 The subscription costs are adding up for power users that are spending up to $200/mo when enough people pool their money together will HGX H100 make sense for inference #llm #largelanguagemodels #ai #LLMs #machinelearning #research #Tech #explained #artificialintelligence #business #softwareengineer #economy #agi #aibubble #datacenter #nvidia #verarubin #nvidiah100"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7595830069050772791)  2026-01-16T05:40Z 29.7K followers, 30.6K engagements


"AI is making people smarter more innovative and more creative. AI is making people stupider AI is making people stupider"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7595338433560595726)  2026-01-14T21:52Z 29.7K followers, 14.3K engagements


"As we head into [----] with the expansion of AI CoreWeave is a company that seems to be in the most precarious situation financially as their debt financing and data center delay seems to be pointing towards insolvency. How will growing competition among neoclouds and hyperscalers all play into the factor of the AI industry continuing to battle for more compute. What does GPU and model depreciation and deprecation cycle look like as CoreWeave continues to compete with new innovations being introduced everyday #llm #largelanguagemodels #ai #LLMs #machinelearning #research #Tech #explained"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7594314325792279863)  2026-01-12T03:38Z 29.7K followers, [----] engagements


"Vera Rubin specs and their release plan is available with Nvidia's CES [----] that unveiled their plans. How Nvidia releases their products has a huge downstream effect on the AI industry when it comes to how MoE RAG agents and robotics looks like as training and inference becomes more important. We look at how SLA on Nvidia chips and the iteration from their blackwell architecture improves tokens per second not only per user but also per GPU. #llm #largelanguagemodels #ai #LLMs #machinelearning #research #Tech #explained #artificialintelligence #business #softwareengineer #economy #agi"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7592339864763239693)  2026-01-06T19:56Z 29.7K followers, [----] engagements


"Limits of LLMs #llm #artificialintelligence #ai #machinelearning #technology"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7590892534012988727)  2026-01-02T22:20Z 29.7K followers, 21.7K engagements


"What does UNC mean Join me on Twitch stream for AI research #stream #streamer #ai #artificialintelligence"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7590883262650797326)  2026-01-02T21:44Z 29.7K followers, [----] engagements


"Nvidia just acquired Groq for $20B as GPU and AI data center build out continues. Inference is becoming more important as demand for inference chips pick up more and more. #Groq #nvidia #nvidiastock #Tech #llm"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7588612445787278647)  2025-12-27T18:52Z 29.7K followers, [----] engagements


"MiniMax M2.1 is now released and it is positioning itself in the AI industry as RL and finetuning becomes more important and release cycle becomes more tight pressuring all frontier labs to also innovate on a faster cycle. Let's see how MiniMax M2 upgrade to M2.1 measures up with their VIBE bench and other ways to look at how this 10B active parameter model works. #minimax #llm #largelanguagemodels #ai #LLMs #machinelearning #Tech #research #explained #artificialintelligence #business #softwareengineer #economy #agi"  
[TikTok Link](https://www.tiktok.com/@calebwritescode/video/7587220112382364942)  2025-12-24T00:49Z 29.7K followers, [----] engagements

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