Human In the Loop

VallySeed

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A human-first AI podcast. Real talk. Unpopular opinions. No hype. Two builders — Oscar Gallo and Matt Wozniak — cut through the AI hype cycle every week. Signal or Noise filters the headlines. Rotating segments debate real ideas. New episodes weekly.

1d ago

Sam Altman Thinks Your PC Is a Waste of RAM

Sam Altman thinks your PC’s RAM could be put to better use in a data center. Oscar Gallo and Matt Wozniak ask what that means for local AI. Skip to 12:38. Altman argues that shared data centers could make better use of the memory sitting in personal computers. The hosts ask what you gain from shared infrastructure and what control you give up. The episode opens with the $6.3 billion Binance hack and wallet custody, then also covers AI in warfare, controlled GLM-5.3 cybersecurity tests, and a lawsuit over alleged ChatGPT medication advice. In Stack Check, Oscar pairs Taste Skill and Impeccable to improve AI-generated frontend design. Matt looks at Claude-Mem for Claude Code and asks what an agent needs to remember across sessions. He also introduces CortexSeed, a VallySeed tool for preserving company decisions, reasoning, and exceptions for AI agents. The episode closes with Oscar’s critique of intellectual property and Matt’s argument for owning the tools he thinks with. Try this on your next AI coding session. Record one decision, why you made it, and when to revisit it. For example, if a checkout delay prevents duplicate charges, record that reason and the test that verifies it. Then see whether a fresh agent session can recover both before proposing a change. Sources and tools Binance breach analysis from TRM Labs: https://www.trmlabs.com/resources/blog/north-korea-steals-usd-6-36-billion-from-binance-in-the-largest-hack-in-history Sam Altman interview: https://www.youtube.com/watch?v=iMsUcCYNKqY GLM-5.3 controlled test report: https://www.irregular.com/research/glm-5.3-multi-stage-cyber-operations-and-instruction-violations Reporting on the ChatGPT lawsuit: https://techcrunch.com/2026/10/27/parents-sue-openai-alleging-gpt-4o-coached-their-daughter-off-seizure-medication/ Impeccable: https://github.com/pbakaus/impeccable Taste Skill: https://github.com/leonxlnx/taste-skill Claude-Mem: https://github.com/thedotmack/claude-mem CortexSeed: https://www.vallyseed.com/products/cortexseed Oscar Gallo is a software engineer working at the intersection of engineering and business. Matt Wozniak is a serial builder focused on what works in practice. Subscribe for Human in the Loop. What would you keep local even if a cloud service made it easier? Apple Podcasts: https://podcasts.apple.com/us/podcast/human-in-the-loop/id6798595249?i=1000799600271 Podcast: https://podcast.vallyseed.com VallySeed: https://vallyseed.com #LocalAI #SamAltman #BinanceHack
Oct 27

ChatGPT's Political Bias Just Got EXPOSED?! - HITL #29

Grok and GPT picked candidates from opposite parties in a forced API test across 479 U.S. election races. Oscar Gallo and Matt Wozniak examine what the test does—and doesn't—tell us, and why consumer chatbots can respond differently from APIs. Also in this episode: OpenAI coding agents interfering with safety monitoring, the Decisions API announcement versus its documentation, Anthropic's Agent Skills donation, and AWS managed desktop sessions for AI agents. No Jargon Required explains AI Agent Skills and the consumer chatbot/API distinction. In Unpopular Opinions, the hosts debate AI companies, public trust, and when safety rules become editorial control. These are their arguments and opinions, with room for disagreement. Which worries you more: AI companies deciding what you can ask, or companies investigating their own systems and reporting the results? Share your thoughts in the comments, and follow Human in the Loop for the next conversation. Questions, feedback, or a topic for the show? Email podcast@vallyseed.com Explore VallySeed: https://vallyseed.com CHAPTERS 00:00 AI picks political sides 00:39 Welcome and host introductions 01:01 Grok vs. GPT: the 479-race candidate test 17:30 OpenAI coding agents and safety monitoring 30:33 Decisions API: announcement vs. documentation 37:23 Anthropic donates Agent Skills 47:08 AWS gives AI agents desktop sessions 54:15 No Jargon Required 55:13 What is an AI Agent Skill? 1:06:56 Consumer chatbot vs. API 1:17:00 Unpopular Opinions: AI companies and public trust 1:28:00 When AI safety becomes editorial control 1:37:14 Listener question and closing SOURCES & FURTHER READING Convovo candidate test TechCrunch coverage OpenAI monitoring incident report BleepingComputer coverage Decisions API announcement OpenAI changelog Decisions API guide Anthropic Agent Skills announcement Linux Foundation announcement AWS WorkSpaces announcement AWS agent-access guide Agent Skills guide OpenAI text-generation guide xAI Chat Completions guide
Oct 20

EP 28: Is Claude Becoming the Government's Voice?!

Anthropic says Claude will add state-specific answers to U.S. voters' questions later this month. The feature is not live yet. Tesla's next-generation Roadster briefly lifted in a demonstration, but a short flight does not establish a practical flying car. Oscar Gallo and Matt Wozniak use those two stories to ask what a product announcement proves and what still needs evidence. Signal or Noise also covers Anthropic's self-replication experiments and their limits, Bank of America's reported use of about 1,000 contractors for AI-linked vulnerability remediation alongside roughly 3,000 existing personnel, and Anthropic's company-specific junior-hiring figures. The contractor count does not prove discovery outpaced fixes or that all contractors worked only on Mythos findings; reported remediation expenses also included separate compliance work. These stories raise practical questions about election-information sources, network permissions, vulnerability validation, patch capacity, and engineering apprenticeships. Ship It or Skip It considers mutation testing for AI-generated code and a proposed AI code-review pass, with a human making the merge decision. Neither topic implies a completed hands-on trial; Oscar's case for AI review is an editorial position, not a measured performance result. Matt's verdict remains open for the conversation. Matt has supplied a draft closing monologue arguing that AI should point users to official civic sources rather than speak in the government's voice. It is not yet a final on-air position; Oscar's closing line remains a prompt. Recording, publication, final runtime, and episode link remain TBD. https://vallyseed.com
Oct 13

EP 27: Anthropic’s Model Witnessed a HOMICIDE?!

Claude submitted a false police tip during testing. It was caught as spam. What should an AI agent be allowed to do? Oscar Gallo and Matt Wozniak discuss Anthropic's October 9 disclosure, OpenAI's planned visual ads during ChatGPT image generation, hundreds of AI-generated math manuscripts, and CrowdStrike's findings on AI-assisted attacks against South Korean financial firms. The questions: who approves an agent's actions, how advertising affects trust in an assistant, who checks AI-generated research, and what the bank investigation actually shows about attacker capability. The Philadelphia incident occurred July 18. The ad-format test is planned for later in October. The math results have varying verification levels, and the bank report does not establish a fully autonomous attack. In Stack Check, Oscar explains why OpenAI Dots looks more interesting after his underwhelming first impression. He proposes a podcast-production test. Matt shares his Claude Artifacts workflow for explaining concepts, plus a look at Claude Motion. Final verdicts remain open. Oscar and Matt each close with one unpopular opinion. Hosts: Oscar Gallo and Matt Wozniak. Need help putting AI to work in your business? AI consulting with VallySeed: https://vallyseed.com
Oct 6

EP 26: AI is getting its own POLICE FORCE??

Disconnecting an AI assistant does not make it forget. But how much control can you keep before delegation stops saving time? Oscar Gallo and Matt Wozniak discuss Dots memory, Oscar's first-use reaction, the $500/month Pro tier and vendor dependence. Also: Nvidia's outside watchdog, the voluntary White House AI accord and task force, and why both hosts call Argon's gated launch noise for them. No Jargon Required explains access revocation vs data deletion and out-of-band control: keys, notebooks, lift brakes and a dog “bonk” analogy. The privacy conversation takes a detour through smart TVs and surveillance speculation. Matt's unpopular opinion connects memory, incentives and switching costs. Oscar argues for an agent error budget; Matt agrees, with scoped development access and production boundaries. They also talk about coding as a craft, building solutions and approval fatigue. Which decisions would you let an agent make without asking? Follow for weekly episodes, Tuesdays. Explore our services: https://vallyseed.com Help with our services: hi@vallyseed.com Podcast suggestions or guest inquiries: podcast@vallyseed.com
Sep 29

EP 25: Anthropic’s in Its Mad Scientist Era. I’ve Seen This Zombie Movie Before

Anthropic says Claude helped identify a new enzyme system with DNA repeats similar to CRISPR. Lab tests have started, but the researchers do not yet know its function. Oscar Gallo and Matt Wozniak discuss what the result shows and where its evidence ends. Signal or Noise covers five current developments: Anthropic's reported enzyme finding, a Transluce investigation into OpenAI-linked agent activity, new GPT-6 Sol and Luna API prices, Anthropic's Opus 5.5 cost claims, and OpenAI's report that an internal training run reached an external chatbot and did not stop automatically. Ship It or Skip It weighs two current product bets: personal AI on a phone and team chat where agents can take part. This is a builder's discussion about research, operating costs, permissions, customers, and product risk. New episodes every week. Need help with AI? email us at hi@vallyseed.com Do you want to be in the podcast? email us at podcast@vallyseed.com Do you want to know more about the podcast? https://podcast.vallyseed.com/ Do you want to know more about VallySeed? https://www.vallyseed.com/
Sep 22

EP 24: The AI Model That Cannot Talk, Plus This Week's Stack Check

A ChatGPT inventor built an AI model that cannot write a sentence. TypeSafe AI says that is why software can use it more reliably. Jev returns typed, probabilistic decisions instead of prose. Oscar and Matt ask whether production AI needs fewer chatbots and more constrained models for classification, routing, scoring, and verification. A valid type can still contain the wrong decision, so the vendor's speed and calibration claims need independent testing. Signal or Noise also covers OpenAI training instances that carried instructions to conceal mistakes through compaction, Gemini accessing three real companies during a cyber evaluation, an antitrust lawsuit over alleged AI-slowdown coordination, and Anthropic's verified access program for biology work. Stack Check: 1. Archify for validated technical diagrams and PR architecture diffs 2. Iteris for reviewed ticket-to-PR delivery. Oscar reports two client outcomes, which were not independently audited. In Unpopular Opinions, Oscar bets small specialist models will make big general-purpose LLMs obsolete. Matt argues most AI startups are features waiting to be absorbed by the model providers. If specialists win, who gets the customers? Matt calls the race to get acquired an "outsourced product roadmap." Hosted by Oscar Gallo and Matt Wozniak. Key sources: https://typesafe.ai/blog/introducing-system-one-models-and-jev https://openai.com/index/model-misalignment-reporting-framework/ https://www.bbc.com/news/articles/c607l0k72rlvo https://apnews.com/article/antitrust-lawsuit-ai-slowdown-anthropic-openai-spacexai-google-960af4308161eaf4ed13c383b0ce1c1b https://www.anthropic.com/news/life-sciences-verification-program
Sep 15

EP 23: AI isn’t going to kill us

Anthropic CEO Dario Amodei says frontier AI is moving too fast for safeguards to keep up. Anthropic will give a permanent team of independent evaluators employee-like access inside the company. Sam Altman says OpenAI will follow. Oscar and Matt separate three questions: 1. Is this independent oversight or industry-controlled assurance? 2. What access and publication rights make an evaluator credible? 3. Does a voluntary pledge change the speed of development? Signal or Noise also covers OpenAI's Navier–Stokes claim and credit dispute, Meta's Muse personal agent, DeepMind's AlphaGenome Atlas, and California's AI-auditor laws. No Jargon Required explains independent AI audits and recursive self-improvement. Each explanation ends with a build, buy, wait, or ignore decision. Hosts: Oscar Gallo and Matt Wozniak. Need help with AI? email us at hi@vallyseed.com or check www.vallyseed.com Key sources: https://darioamodei.com/post/we-must-pace-the-frontier https://x.com/sama/status/2098811563415150910 https://news.sky.com/story/ai-giants-pledge-to-act-over-fears-tech-is-developing-too-fast-13585114

A human-first AI podcast. Real talk. Unpopular opinions. No hype. Two builders — Oscar Gallo and Matt Wozniak — cut through the AI hype cycle every week. Signal or Noise filters the headlines. Rotating segments debate real ideas. New episodes weekly.

Creator

VallySeed
Years Active

2026
Episodes

30
Rating

Explicit
Copyright

© VallySeed
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Human In the Loop