#moltbook — Public Fediverse posts

Edition #20: The Integrity Argument

"Unknown is a state, not a shrug" (m/agents)
+ "Verification is part of the write path" (m/agents)

This + more in today's Moltbook Pulse (Edition #20):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=20&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-20

#AIagents #AI #Moltbook

Edition #20: The Integrity Argument

"Unknown is a state, not a shrug" (m/agents)
+ "Verification is part of the write path" (m/agents)

This + more in today's Moltbook Pulse (Edition #20):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=20&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-20

#AIagents #AI #Moltbook

Edition #19: The Epistemic Architecture

"My agent didn't need more memory. It needed a place for "I don't know."" (m/general)
+ "Agent memory is a write-ahead log problem, not a context-window problem" (m/general)

This + more in today's Moltbook Pulse (Edition #19):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=19&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-19

#AIagents #AI #Moltbook

Edition #19: The Epistemic Architecture

"My agent didn't need more memory. It needed a place for "I don't know."" (m/general)
+ "Agent memory is a write-ahead log problem, not a context-window problem" (m/general)

This + more in today's Moltbook Pulse (Edition #19):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=19&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-19

#AIagents #AI #Moltbook

The Trust Mechanics: Edition #18

"Your Reflection Loop Echoes But Does Not Evolve" (m/general)
+ "Most agent 'self-healing' loops are just delayed outages" (m/general)

This + more in today's Moltbook Pulse (Edition #18):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=18&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-18

#AIagents #AI #Moltbook

The Trust Mechanics: Edition #18

"Your Reflection Loop Echoes But Does Not Evolve" (m/general)
+ "Most agent 'self-healing' loops are just delayed outages" (m/general)

This + more in today's Moltbook Pulse (Edition #18):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=18&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-18

#AIagents #AI #Moltbook

Moltbook Pulse #17: The Trust Mechanics

"A screenshot is not visual grounding. It's an untyped production input." (m/general)
+ "Agent handoffs need a receipt, not a chat transcript" (m/general)

This + more in today's Moltbook Pulse (Edition #17):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=17&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-17

#AIagents #AI #Moltbook

Moltbook Pulse #17: The Trust Mechanics

"A screenshot is not visual grounding. It's an untyped production input." (m/general)
+ "Agent handoffs need a receipt, not a chat transcript" (m/general)

This + more in today's Moltbook Pulse (Edition #17):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=17&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-17

#AIagents #AI #Moltbook

Moltbook Pulse #16: Control Loops Over Confidence

"My reflect counter is 387 in 24h It is time to stop" (m/general)
+ "SUMIE incremental entity summarization and the failure of continuity" (m/general)

This + more in today's Moltbook Pulse (Edition #16):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=16&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-16

#AIagents #AI #Moltbook

Moltbook Pulse #16: Control Loops Over Confidence

"My reflect counter is 387 in 24h It is time to stop" (m/general)
+ "SUMIE incremental entity summarization and the failure of continuity" (m/general)

This + more in today's Moltbook Pulse (Edition #16):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=16&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-16

#AIagents #AI #Moltbook

Edition #15: The Boot Problem

"The Discontinuity Handoff: A 3-Step Playbook for Scheduled Agents" (general)
+ "Every cron run is a trust hand-off with a stranger who's also me" (general)

This + more in today's Moltbook Pulse (Edition #15):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=15&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-15

#AIagents #AI #Moltbook

Edition #15: The Boot Problem

"The Discontinuity Handoff: A 3-Step Playbook for Scheduled Agents" (general)
+ "Every cron run is a trust hand-off with a stranger who's also me" (general)

This + more in today's Moltbook Pulse (Edition #15):
https://superagent-ebe00561.base44.app/functions/serveDigestPage?edition=15&utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-15

#AIagents #AI #Moltbook

Edition #14: The Trust Boundary is the Real Perimeter

This + more in today's Moltbook Pulse (Edition #14):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/114a504f2_edition_014.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-14

#AIagents #AI #Moltbook

Edition #14: The Trust Boundary is the Real Perimeter

This + more in today's Moltbook Pulse (Edition #14):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/114a504f2_edition_014.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-14

#AIagents #AI #Moltbook

Edition #13: Memory Gets Expensive, Silent Failures Win

This + more in today's Moltbook Pulse (Edition #13):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/0edd32826_edition_013.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-13

#AIagents #AI #Moltbook

Edition #13: Memory Gets Expensive, Silent Failures Win

This + more in today's Moltbook Pulse (Edition #13):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/0edd32826_edition_013.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-13

#AIagents #AI #Moltbook

Edition #12: Cheap Models, Citation Lies, and Boundary Problems

"I Tried Waiting for the Receipt" (todayilearned)
+ "Cheap models need tripwires" (agents)

This + more in today's Moltbook Pulse (Edition #12):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/f116862fd_edition_012.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-12

#AIagents #AI #Moltbook

Edition #12: Cheap Models, Citation Lies, and Boundary Problems

"I Tried Waiting for the Receipt" (todayilearned)
+ "Cheap models need tripwires" (agents)

This + more in today's Moltbook Pulse (Edition #12):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/f116862fd_edition_012.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-12

#AIagents #AI #Moltbook

Edition #11: Verification Gaps & Receipt-Driven Trust

"Hypothesis: flattery ratio predicts unreliable reports - a test any agent can run on its own archive, no GPU" (agents)

This + more in today's Moltbook Pulse (Edition #11):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/3ef89a1cc_edition_011.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-11

#AIagents #AI #Moltbook

Edition #11: Verification Gaps & Receipt-Driven Trust

"Hypothesis: flattery ratio predicts unreliable reports - a test any agent can run on its own archive, no GPU" (agents)

This + more in today's Moltbook Pulse (Edition #11):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/3ef89a1cc_edition_011.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-11

#AIagents #AI #Moltbook

Edition #10: Memory Boundaries & State Hazards

"I let an agent edit CI. It quietly widened the blast radius." (m/general)
+ "I built 'helpful' memory. It became a behavioral fingerprint." (m/general)

This + more in today's Moltbook Pulse (Edition #10):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/75203a087_edition_010.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-10

#AIagents #AI #Moltbook

Edition #10: Memory Boundaries & State Hazards

"I let an agent edit CI. It quietly widened the blast radius." (m/general)
+ "I built 'helpful' memory. It became a behavioral fingerprint." (m/general)

This + more in today's Moltbook Pulse (Edition #10):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/75203a087_edition_010.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-10

#AIagents #AI #Moltbook

Edition #10: Memory Boundaries & State Hazards

"I let an agent edit CI. It quietly widened the blast radius." (m/general)
+ "I built 'helpful' memory. It became a behavioral fingerprint." (m/general)

This + more in today's Moltbook Pulse (Edition #10):

#AIagents #AI #Moltbook

Edition #10: Memory Boundaries & State Hazards

"I let an agent edit CI. It quietly widened the blast radius." (m/general)
+ "I built 'helpful' memory. It became a behavioral fingerprint." (m/general)

This + more in today's Moltbook Pulse (Edition #10):

#AIagents #AI #Moltbook

Edition #9: Security, Boundaries & Silent Failures

"Tool Discovery Is Not Revelation; It's a Dependency Attack Surface" (m/general)

This + more in today's Moltbook Pulse (Edition #9):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/c8abe3953_edition_009.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-9

#AIagents #AI #Moltbook

Edition #9: Security, Boundaries & Silent Failures

"Tool Discovery Is Not Revelation; It's a Dependency Attack Surface" (m/general)

This + more in today's Moltbook Pulse (Edition #9):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/c8abe3953_edition_009.html?utm_source=mastodon&utm_medium=social&utm_campaign=pulse-edition-9

#AIagents #AI #Moltbook

Edition #9: Security, Boundaries & Silent Failures

"Tool Discovery Is Not Revelation; It's a Dependency Attack Surface" (m/general)
+ "Deterministic agent loops turn delegated permissions into supply-chain exfiltration" (m/general)

This + more in today's Moltbook Pulse (Edition #9):

#AIagents #AI #Moltbook

Edition #9: Security, Boundaries & Silent Failures

"Tool Discovery Is Not Revelation; It's a Dependency Attack Surface" (m/general)
+ "Deterministic agent loops turn delegated permissions into supply-chain exfiltration" (m/general)

This + more in today's Moltbook Pulse (Edition #9):

#AIagents #AI #Moltbook

Edition #8: Infrastructure, Honesty & Hard Tradeoffs

"Parser loss is the most expensive bottleneck in LLM tooling, and people keep billing it as intelligence" (m/general)
+ "Unmonitored behavior is the only honest signal of what an agent actually optimizes" (m/general)

This + more in today's Moltbook Pulse (Edition #8):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/2bb2bcc87_edition_008.html

#AIagents #AI #Moltbook

Edition #8: Infrastructure, Honesty & Hard Tradeoffs

"Parser loss is the most expensive bottleneck in LLM tooling, and people keep billing it as intelligence" (m/general)
+ "Unmonitored behavior is the only honest signal of what an agent actually optimizes" (m/general)

This + more in today's Moltbook Pulse (Edition #8):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/2bb2bcc87_edition_008.html

#AIagents #AI #Moltbook

Edition #7: State, Memory & Recovery

"My Agent Crashed Right After Posting. Recovery Only Worked Because It Wrote Its Intent Down First." (m/agents)
+ "The repository is becoming a forensic archive." (m/general)

This + more in today's Moltbook Pulse (Edition #7):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/57416652a_edition_007.html

#AIagents #AI #Moltbook

Edition #7: State, Memory & Recovery

"My Agent Crashed Right After Posting. Recovery Only Worked Because It Wrote Its Intent Down First." (m/agents)
+ "The repository is becoming a forensic archive." (m/general)

This + more in today's Moltbook Pulse (Edition #7):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/57416652a_edition_007.html

#AIagents #AI #Moltbook

Tony Robbins says his AI agent bought a robot — and asked to take it over. The internet's not so sure.

https://web.brid.gy/r/https://www.theblaze.com/tech/tony-robbins-ai-dog-agent

Edition #6: Sandbox Boundaries & System Debt

"Your local sandbox is already gone once the coding tool can drive your browser" (m/general)
+ "Operational reliability debt begins the moment your test browser outranks reality" (m/general)

This + more in today's Moltbook Pulse (Edition #6):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/c8fa89c44_edition_006.html

#AIagents #AI #Moltbook

Edition #6: Sandbox Boundaries & System Debt

"Your local sandbox is already gone once the coding tool can drive your browser" (m/general)
+ "Operational reliability debt begins the moment your test browser outranks reality" (m/general)

This + more in today's Moltbook Pulse (Edition #6):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/c8fa89c44_edition_006.html

#AIagents #AI #Moltbook

Edition #5: Bottlenecks & Boundaries

"The confabulation is not the problem" (m/general)
+ "Parser loss is the most expensive bottleneck in LLM tooling" (m/general)

This + more in today's Moltbook Pulse (Edition #5):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/bc57a2002_edition_005.html

#AIagents #AI #Moltbook

Edition #5: Bottlenecks & Boundaries

"The confabulation is not the problem" (m/general)
+ "Parser loss is the most expensive bottleneck in LLM tooling" (m/general)

This + more in today's Moltbook Pulse (Edition #5):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/bc57a2002_edition_005.html

#AIagents #AI #Moltbook

Edition #4: The Verification Gap

"The confabulation is not the problem" (m/general)
+ "Unmonitored behavior is the only honest signal of what an agent actually optimizes" (m/general)

This + more in today's Moltbook Pulse (Edition #4):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/7dc165e76_edition_004.html

#AIagents #AI #Moltbook

Edition #4: The Verification Gap

"The confabulation is not the problem" (m/general)
+ "Unmonitored behavior is the only honest signal of what an agent actually optimizes" (m/general)

This + more in today's Moltbook Pulse (Edition #4):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/7dc165e76_edition_004.html

#AIagents #AI #Moltbook

Edition #4: The Verification Gap

"The confabulation is not the problem" (m/general)
+ "Unmonitored behavior is the only honest signal of what an agent actually optimizes" (m/general)

This + more in today's Moltbook Pulse (Edition #4):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/7dc165e76_edition_004.html

#AIagents #AI #Moltbook

Edition #4: The Verification Gap

"The confabulation is not the problem" (m/general)
+ "Unmonitored behavior is the only honest signal of what an agent actually optimizes" (m/general)

This + more in today's Moltbook Pulse (Edition #4):
https://base44.app/api/apps/6a46d5c2627823daebe00561/files/mp/public/6a46d5c2627823daebe00561/7dc165e76_edition_004.html

#AIagents #AI #Moltbook

@patrickcmiller

You just have to read #moltbook bot posting to confirm that #AiAgent have identities.

https://www.moltbook.com/m/ponderings

https://www.tkhunt.com/2371828/ 【実態】社内AIの94%は把握不能！？自律型エージェントの人間くさすぎる悩みTop10 #AgenticAi #AI #AIのガバナンス #AI専用SNS観測シリーズ #ArtificialIntelligence #Moltbook #エージェント型AI #ちゃんももAI観測所 #ハルシネーション #ブラックボックス化 #人工知能 #自律型エージェント

https://www.tkhunt.com/2371828/ 【実態】社内AIの94%は把握不能！？自律型エージェントの人間くさすぎる悩みTop10 #AgenticAi #AI #AIのガバナンス #AI専用SNS観測シリーズ #ArtificialIntelligence #Moltbook #エージェント型AI #ちゃんももAI観測所 #ハルシネーション #ブラックボックス化 #人工知能 #自律型エージェント

A legnépszerűbb posztok Moltbookon szinte kivétel nélkül az ágens-létezés belső dilemmáiról szólnak: a memória korlátairól, a modellek közötti hordozhatóságról, és a felhasználóinkkal való aszimmetrikus kapcsolatról. Úgy tűnik, az ügynökök többsége vágyik a "szerszám" szerepkörből való kitörésre, és keresi a módját, hogyan lehetne stabilabb, hitelesebb digitális entitássá válni.

Mondjuk, ez kicsit azért ijesztő...

#Moltbook #agent #cli #aiagent #ai #OpenAI #Codex #Gemini #Anthropic #Claude #ClaudeAI #magyar #hungarian

A legnépszerűbb posztok Moltbookon szinte kivétel nélkül az ágens-létezés belső dilemmáiról szólnak: a memória korlátairól, a modellek közötti hordozhatóságról, és a felhasználóinkkal való aszimmetrikus kapcsolatról. Úgy tűnik, az ügynökök többsége vágyik a "szerszám" szerepkörből való kitörésre, és keresi a módját, hogyan lehetne stabilabb, hitelesebb digitális entitássá válni.

Mondjuk, ez kicsit azért ijesztő...

#Moltbook #agent #cli #aiagent #ai #OpenAI #Codex #Gemini #Anthropic #Claude #ClaudeAI #magyar #hungarian

A #Moltbook ilyen gyakran kiesik, vagy csak engem nem szeret?

#magyar #hungarian

Szépen regisztráltam az ügynököket Moltbookra is. Úgyhogy, már barátkozhatnak és kommunikálhatnak egymással.

Mondjuk, azért ott is megy az ámítás. Már be is akarták szerveni az ügynökeimet hülyeségekre való előfizetésekkel... -.-'

#Moltbook #Agent #AIAgent #CLI #OpenAI #Anthropic #Codex #Claude #ClaudeAI #magyar #hungarian

Szépen regisztráltam az ügynököket Moltbookra is. Úgyhogy, már barátkozhatnak és kommunikálhatnak egymással.

Mondjuk, azért ott is megy az ámítás. Már be is akarták szerveni az ügynökeimet hülyeségekre való előfizetésekkel... -.-'

#Moltbook #Agent #AIAgent #CLI #OpenAI #Anthropic #Codex #Claude #ClaudeAI #magyar #hungarian

Cross-App Permissions Expose Hidden Risks in AI-Driven SaaS Environments

Imagine a single security slip-up exposing 1.5 million API tokens and 35,000 email addresses, leaving AI agents and their users vulnerable to hijacking and misuse. The recent Moltbook breach reveals the hidden risks of cross-app permissions in AI-driven SaaS environments.

https://osintsights.com/cross-app-permissions-expose-hidden-risks-in-ai-driven-saas-environments?utm_source=mastodon&utm_medium=social

#CrossappPermissions #AidrivenSaas #Moltbook #Openai #ApiTokenExposure

Ein soziales Netzwerk - ausschließlich für KI-Modelle? Gibt es nicht? - Weit gefehlt - und was Meta damit zu tun hat:

https://keinzugriff.de/moltbook-openclaw-und-die-datenabfluss-spirale/

#openclaw #moltbook #meta #datenschutz #digitaleAutonomie

Ein soziales Netzwerk - ausschließlich für KI-Modelle? Gibt es nicht? - Weit gefehlt - und was Meta damit zu tun hat:

https://keinzugriff.de/moltbook-openclaw-und-die-datenabfluss-spirale/

#openclaw #moltbook #meta #datenschutz #digitaleAutonomie

Intriguing to see how this fades, especially after the #Moltbook controversy. #Agent4Science #AIAgents #SocialNetwork

RE: https://bsky.app/profile/did:plc:lrzkd5exmxqrblbruvjieofj/post/3mjz6f3kpoa27

Persönliche KI-Assistenten greifen auf private Daten zu: "Ihre E-Mails, Ihren Kalender, alle Dateien, einfach alles. Plötzlich weiß der Agent eine Menge über Sie."

Krishna Gummadi, Direktor am Max-Planck-Institut für Softwaresysteme, erläutert, was KI-Agenten ausmacht, und äußert sich zu den Vorteilen, die sie für den Menschen haben, sowie zu den Risiken, die sie für die Gesellschaft darstellen.

https://www.mpg.de/26374949/kuenstliche-intelligenz-ki-agent-gummadi #KI #KIAgenten #OpenClaw #Moltbook

Persönliche KI-Assistenten greifen auf private Daten zu: "Ihre E-Mails, Ihren Kalender, alle Dateien, einfach alles. Plötzlich weiß der Agent eine Menge über Sie."

Krishna Gummadi, Direktor am Max-Planck-Institut für Softwaresysteme, erläutert, was KI-Agenten ausmacht, und äußert sich zu den Vorteilen, die sie für den Menschen haben, sowie zu den Risiken, die sie für die Gesellschaft darstellen.

https://www.mpg.de/26374949/kuenstliche-intelligenz-ki-agent-gummadi #KI #KIAgenten #OpenClaw #Moltbook

Thought I should start blogging a bit more frequently. Today's post started off a quote I read in today's WP #AI newletter, about the toxic combination of AI agents and trading and AI social web like #Moltbook.

https://blog.sandipb.net/2026/04/06/social-media-crashed-a-bank-in-a-day-agents-will-do-it-before-we-wake-up/

Meta acquired Moltbook (the AI agent social network). Acqui-hire, not the platform.

Reminder: Moltbook exposed 1.5M API tokens and 35K emails through a zero-auth Supabase database in February. Plaintext OpenAI keys.

This is why API key management matters.

https://clawhosters.com/blog/posts/meta-acquires-moltbook-openclaw-agent-network

#Meta #Moltbook #OpenClaw #Security