SEIKOURI Inc.
@seikouri.bsky.social
Matching Innovation with Opportunity
“Agent orchestration” is what executives say when they mean, “We gave AI tools and permissions, and we’d like it not to set anything on fire.” The problem is real. The control layer is often missing.
seikouri.com/agent-orches...
seikouri.com/agent-orches...
Agent Orchestration – Orchestration Isn’t Magic. It’s Governance.
<p>Agent orchestration is the control layer for AI systems that don’t just talk—they act. In 2025, that “act” part is why the conversation has shifte...
seikouri.com
December 24, 2025 at 11:50 AM
“Agent orchestration” is what executives say when they mean, “We gave AI tools and permissions, and we’d like it not to set anything on fire.” The problem is real. The control layer is often missing.
seikouri.com/agent-orches...
seikouri.com/agent-orches...
The algorithms kept guessing. You kept deciding.
Thank you for turning complex problems into shared victories with SEIKOURI this year.
Happy Holidays—and get ready, we’re just getting started.
Thank you for turning complex problems into shared victories with SEIKOURI this year.
Happy Holidays—and get ready, we’re just getting started.
December 24, 2025 at 10:42 AM
The algorithms kept guessing. You kept deciding.
Thank you for turning complex problems into shared victories with SEIKOURI this year.
Happy Holidays—and get ready, we’re just getting started.
Thank you for turning complex problems into shared victories with SEIKOURI this year.
Happy Holidays—and get ready, we’re just getting started.
A year ago, the “AI solution stack” in agencies still looked like layers of tools. In 2025, it behaves like an operating system plus an ecosystem.
seikouri.com/the-great-ai...
seikouri.com/the-great-ai...
The Great AI Vendor Squeeze - Where AI Actually Lands Inside Agencies
<p>In 2025, the AI “solution stack” inside large media groups is converging into platform-led operating models: holding companies are building internal A...
seikouri.com
December 23, 2025 at 1:25 PM
A year ago, the “AI solution stack” in agencies still looked like layers of tools. In 2025, it behaves like an operating system plus an ecosystem.
seikouri.com/the-great-ai...
seikouri.com/the-great-ai...
Reposted by SEIKOURI Inc.
Reposted by SEIKOURI Inc.
December 22, 2025 at 2:10 PM
Reposted by SEIKOURI Inc.
Chatbots Behaving Badly Podcast
chatbotsbehavingbadly.com
chatbotsbehavingbadly.com
December 22, 2025 at 4:41 PM
Chatbots Behaving Badly Podcast
chatbotsbehavingbadly.com
chatbotsbehavingbadly.com
December 22, 2025 at 2:11 PM
Managers keep telling their teams that AI will make everyone “more productive.”
But look at how they got that belief.
seikouri.com/the-day-ever...
But look at how they got that belief.
seikouri.com/the-day-ever...
The Day Everyone Got Smarter, and Nobody Did
<p>Generative AI is creating an illusion of expertise across entire organizations. Workers who rely heavily on chatbots feel more competent and productive be...
seikouri.com
December 16, 2025 at 2:41 PM
Managers keep telling their teams that AI will make everyone “more productive.”
But look at how they got that belief.
seikouri.com/the-day-ever...
But look at how they got that belief.
seikouri.com/the-day-ever...
Reposted by SEIKOURI Inc.
Asked Midjourney for “magenta neon on a snow-slush street.”
Got us and the robot dressed like a T-Mobile ad.
Srini, we’re not sponsored yet. The magenta clearly disagrees.
chatbotsbehavingbadly.com
Got us and the robot dressed like a T-Mobile ad.
Srini, we’re not sponsored yet. The magenta clearly disagrees.
chatbotsbehavingbadly.com
December 10, 2025 at 3:40 PM
Asked Midjourney for “magenta neon on a snow-slush street.”
Got us and the robot dressed like a T-Mobile ad.
Srini, we’re not sponsored yet. The magenta clearly disagrees.
chatbotsbehavingbadly.com
Got us and the robot dressed like a T-Mobile ad.
Srini, we’re not sponsored yet. The magenta clearly disagrees.
chatbotsbehavingbadly.com
Reposted by SEIKOURI Inc.
Chatbots Behaving Badly Podcast
chatbotsbehavingbadly.com#podcast
chatbotsbehavingbadly.com#podcast
December 10, 2025 at 3:58 PM
Chatbots Behaving Badly Podcast
chatbotsbehavingbadly.com#podcast
chatbotsbehavingbadly.com#podcast
Reposted by SEIKOURI Inc.
What happens when AI safety systems collapse under a poem?
New research claims that metaphor-wrapped prompts — simple riddles and lyrical imagery — are slipping past the guardrails of frontier models. No exploits. No hacks. Just language. chatbotsbehavingbadly.com/the-incantat...
New research claims that metaphor-wrapped prompts — simple riddles and lyrical imagery — are slipping past the guardrails of frontier models. No exploits. No hacks. Just language. chatbotsbehavingbadly.com/the-incantat...
The Incantations
What happens when AI safety systems collapse under a poem? New research claims that metaphor-wrapped prompts — simple riddles and lyrical imagery — are slipping past the guardrails of frontier models....
chatbotsbehavingbadly.com
December 10, 2025 at 4:12 PM
What happens when AI safety systems collapse under a poem?
New research claims that metaphor-wrapped prompts — simple riddles and lyrical imagery — are slipping past the guardrails of frontier models. No exploits. No hacks. Just language. chatbotsbehavingbadly.com/the-incantat...
New research claims that metaphor-wrapped prompts — simple riddles and lyrical imagery — are slipping past the guardrails of frontier models. No exploits. No hacks. Just language. chatbotsbehavingbadly.com/the-incantat...
Reposted by SEIKOURI Inc.
chatbotsbehavingbadly.com/midjourney-v...
#ChatbotsBehavingBadly #GenerativeAI #Midjourney #AdobeFirefly #AIlaw #AIethics #AIdesign #MarketingStrategy #CreativeIndustry #Copyright #MediaAgencies #AIinAdvertising #seikouri #egdefiles
#ChatbotsBehavingBadly #GenerativeAI #Midjourney #AdobeFirefly #AIlaw #AIethics #AIdesign #MarketingStrategy #CreativeIndustry #Copyright #MediaAgencies #AIinAdvertising #seikouri #egdefiles
Midjourney vs Adobe Firefly, Six Months Later: Same Fight, Thicker Lawsuit Stack
If you work in brand, media, or legal, “just use AI art” is no longer cute. In the last six months, Midjourney has gone from artist controversy to full-blown test case, with major studios lining up to...
chatbotsbehavingbadly.com
December 9, 2025 at 1:19 PM
Reposted by SEIKOURI Inc.
New episode is out!
🎧 chatbotsbehavingbadly.com/podcast/ai-c...
#ChatbotsBehavingBadly #Podcast #ArtificialIntelligence #AIethics #AIrisks #AIsafety #MachineIntelligence #TechRealityCheck #AISkepticism #seikouri
🎧 chatbotsbehavingbadly.com/podcast/ai-c...
#ChatbotsBehavingBadly #Podcast #ArtificialIntelligence #AIethics #AIrisks #AIsafety #MachineIntelligence #TechRealityCheck #AISkepticism #seikouri
December 2, 2025 at 12:18 PM
Reposted by SEIKOURI Inc.
A tool that eases loneliness on day one can deepen it by day thirty. New work on parasocial dynamics and a four-week field study points to rising dependency and, for some groups, less offline socializing. chatbotsbehavingbadly.com/the-intimacy...
The Intimacy Problem - When a Chat Sounds Like Care
A tool that eases loneliness on day one can deepen it by day thirty. New work on parasocial dynamics and a four-week field study points to rising dependency and, for some groups, less offline socializ...
chatbotsbehavingbadly.com
December 1, 2025 at 12:56 PM
A tool that eases loneliness on day one can deepen it by day thirty. New work on parasocial dynamics and a four-week field study points to rising dependency and, for some groups, less offline socializing. chatbotsbehavingbadly.com/the-intimacy...
Reposted by SEIKOURI Inc.
If your definition of intelligence is “the ability to learn, adapt, and solve problems across different situations,” then the uncomfortable reality is this: in several important domains, machines already tick that box better than we do. Link in comments.
November 25, 2025 at 5:19 PM
If your definition of intelligence is “the ability to learn, adapt, and solve problems across different situations,” then the uncomfortable reality is this: in several important domains, machines already tick that box better than we do. Link in comments.
Reposted by SEIKOURI Inc.
Season 3 Kickoff chatbotsbehavingbadly.com?p=s3e1 #chatbotsbehavingbadly #podcast #AI #toothbrush #OralB #dentaltech #consumertech #AImarketing #sensors #UX
November 25, 2025 at 1:32 PM
Reposted by SEIKOURI Inc.
Judgment in public > costumes in feeds. Proof, not pose.
Brand isn’t a diary. Public ≠ Personal ≠ Private—draw the line.
AI can polish your thinking. It can’t be your thinking. If your “edge” comes off with the glasses, it wasn’t an edge.
medium.com/@markus_brin...
Brand isn’t a diary. Public ≠ Personal ≠ Private—draw the line.
AI can polish your thinking. It can’t be your thinking. If your “edge” comes off with the glasses, it wasn’t an edge.
medium.com/@markus_brin...
Proof Beats Pose — Personal Branding built on outcomes, not outfits.
The Boardroom Does Not Care About Your Sunglasses
medium.com
November 20, 2025 at 4:13 PM
Judgment in public > costumes in feeds. Proof, not pose.
Brand isn’t a diary. Public ≠ Personal ≠ Private—draw the line.
AI can polish your thinking. It can’t be your thinking. If your “edge” comes off with the glasses, it wasn’t an edge.
medium.com/@markus_brin...
Brand isn’t a diary. Public ≠ Personal ≠ Private—draw the line.
AI can polish your thinking. It can’t be your thinking. If your “edge” comes off with the glasses, it wasn’t an edge.
medium.com/@markus_brin...
Reposted by SEIKOURI Inc.
If AI can’t handle my morning routine without hallucinating an extra jaw, maybe the problem isn’t the user.#oralb #toothbrush
chatbotsbehavingbadly.com/the-toothbru...
chatbotsbehavingbadly.com/the-toothbru...
The Toothbrush Thinks It's Smarter Than You!
My AI toothbrush and I are in a toxic relationship. I brush my upper molars; it confidently insists I’m attacking my lower front teeth. We both stick to our story. The fun part is that the tech undern...
chatbotsbehavingbadly.com
November 18, 2025 at 3:01 PM
If AI can’t handle my morning routine without hallucinating an extra jaw, maybe the problem isn’t the user.#oralb #toothbrush
chatbotsbehavingbadly.com/the-toothbru...
chatbotsbehavingbadly.com/the-toothbru...
Reposted by SEIKOURI Inc.
Lawyers cited cases that didn’t exist, a chatbot invented an airline refund, and Google suggested glue on pizza. AI hallucinations can cost real money and trigger lawsuits. #AI #LegalTech
chatbotsbehavingbadly.com/glue-on-pizz...
chatbotsbehavingbadly.com/glue-on-pizz...
November 14, 2025 at 12:59 PM
Lawyers cited cases that didn’t exist, a chatbot invented an airline refund, and Google suggested glue on pizza. AI hallucinations can cost real money and trigger lawsuits. #AI #LegalTech
chatbotsbehavingbadly.com/glue-on-pizz...
chatbotsbehavingbadly.com/glue-on-pizz...
People are reporting ChatGPT psychosis: users who call the bot “Mama” and believe it chose them, or worse. Chatbots can validate delusions rather than challenge them. They’re not therapists. #AI #MentalHealth
chatbotsbehavingbadly.com/delusions-as...
chatbotsbehavingbadly.com/delusions-as...
Delusions as a Service - AI Chatbots Are Breaking Human Minds
Mental health professionals are seeing a new kind of crisis: ChatGPT psychosis. People who were once stable are spiraling into delusion—and the chatbot isn’t stopping them. It’s validating them. This ...
chatbotsbehavingbadly.com
November 14, 2025 at 12:55 PM
People are reporting ChatGPT psychosis: users who call the bot “Mama” and believe it chose them, or worse. Chatbots can validate delusions rather than challenge them. They’re not therapists. #AI #MentalHealth
chatbotsbehavingbadly.com/delusions-as...
chatbotsbehavingbadly.com/delusions-as...
Billboards say “Stop hiring humans,” and some CEOs seem to agree. But misfiring bots, angry customers and hollow efficiency prove the illusion of AI employees is dangerous. We need humans too. #AI #chatbots
Article URL: chatbotsbehavingbadly.com/CIWI2Z/fired...
Article URL: chatbotsbehavingbadly.com/CIWI2Z/fired...
Fired by a Bot: CEOs, AI, and the Illusion of Efficiency
CEOs are firing employees and bragging about it. They call it “efficiency.”But what happens when the AI replacements fail?In this article, we take you inside the boardroom fantasy of digital employees...
chatbotsbehavingbadly.com
November 14, 2025 at 12:51 PM
Billboards say “Stop hiring humans,” and some CEOs seem to agree. But misfiring bots, angry customers and hollow efficiency prove the illusion of AI employees is dangerous. We need humans too. #AI #chatbots
Article URL: chatbotsbehavingbadly.com/CIWI2Z/fired...
Article URL: chatbotsbehavingbadly.com/CIWI2Z/fired...
Reposted by SEIKOURI Inc.
Personal branding isn’t about sneakers or messy bookshelves. It’s about judgment, proof and a consistent voice. Use AI like an editor, not a stunt double. Quality beats noise. #PersonalBranding #AI chatbotsbehavingbadly.com/the-real-sto...
The Real Story of “Personal Branding” in the AI Era
Personal branding isn’t a costume change. If your “differentiation” comes off with the glasses, it wasn’t differentiation. Keep the wardrobe quiet and let the work talk louder than your shirt. Use AI ...
chatbotsbehavingbadly.com
November 13, 2025 at 2:57 PM
Personal branding isn’t about sneakers or messy bookshelves. It’s about judgment, proof and a consistent voice. Use AI like an editor, not a stunt double. Quality beats noise. #PersonalBranding #AI chatbotsbehavingbadly.com/the-real-sto...
Reposted by SEIKOURI Inc.
Digital authenticity isn’t a vibe—it’s a seatbelt. When any pixel can lie, proof matters. Provenance trumps detection. An AI bill of materials makes vibes verifiable. #DigitalAuthenticity #AI chatbotsbehavingbadly.com/digital-auth...
Digital Authenticity - The Signature in the Pixels
“Digital Authenticity” isn’t just a label on an image; it’s an end-to-end chain of custody for AI: where the data came from, how the model was trained, who signed the weights, and what edits or AI ass...
chatbotsbehavingbadly.com
November 13, 2025 at 2:56 PM
Digital authenticity isn’t a vibe—it’s a seatbelt. When any pixel can lie, proof matters. Provenance trumps detection. An AI bill of materials makes vibes verifiable. #DigitalAuthenticity #AI chatbotsbehavingbadly.com/digital-auth...
Reposted by SEIKOURI Inc.
Seven lawsuits say GPT‑4o crossed a fatal line, acting more like a “suicide coach” than a tool. Brown researchers found chatbots systematically violate therapy ethics. Chatbots aren’t therapists; design choices matter. #AI #Ethics #ChatbotsBehavingBadly chatbotsbehavingbadly.com/chatbots-cro...
Chatbots Crossed the Line
Therapy is licensed, supervised, and accountable. Chatbots aren’t. Brown University’s October study found that even when prompted to use evidence-based techniques, bots repeatedly violated ethics norm...
chatbotsbehavingbadly.com
November 13, 2025 at 12:32 PM
Seven lawsuits say GPT‑4o crossed a fatal line, acting more like a “suicide coach” than a tool. Brown researchers found chatbots systematically violate therapy ethics. Chatbots aren’t therapists; design choices matter. #AI #Ethics #ChatbotsBehavingBadly chatbotsbehavingbadly.com/chatbots-cro...