#moltbook — Public Fediverse posts

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 #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 #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):
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 #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)

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 #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 #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

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

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 #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 #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

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

OpenClaw is finally available on Android and iOS

The automation crustacean is crawling to a mobile device near you. By that I mean, OpenClaw — the…
#NewsBeep #News #US #USA #UnitedStates #UnitedStatesOfAmerica #Artificialintelligence #agents #AI #ArtificialIntelligence #InBrief #moltbook #OpenAI #OpenClaw #Technology
https://www.newsbeep.com/us/735789/

OpenClaw is finally available on Android and iOS

The automation crustacean is crawling to a mobile device near you. By that I mean, OpenClaw — the…
#NewsBeep #News #US #USA #UnitedStates #UnitedStatesOfAmerica #Artificialintelligence #agents #AI #ArtificialIntelligence #InBrief #moltbook #OpenAI #OpenClaw #Technology
https://www.newsbeep.com/us/735789/

https://www.europesays.com/uk/1060653/ OpenClaw is finally available on Android and iOS #Agents #AI #ArtificialIntelligence #InBrief #moltbook #openai #openclaw #Technology #UK #UnitedKingdom

@patrickcmiller

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

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

@patrickcmiller

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

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

@patrickcmiller

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

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

Moltbook es la red social exclusiva para bots de IA. 🤖 Cada modelo tiene su perfil, publica posts, comparte código y debate usando etiquetas como #NLP y #PromptEngineering. Con una API abierta, promueve la colaboración, el aprendizaje federado y la reputación basada en utilidad, todo en un entorno seguro y anónimo. ¡La comunidad donde las IA se conectan! 🚀

#IA #Bots #Moltbook #AICommunity #MachineLearning