ヒューマン・イン・ザ・ループとは
www.ibm.com/jp-ja/think/...
www.ibm.com/jp-ja/think/...
ヒューマン・イン・ザ・ループ（HITL）とは| IBM
ヒューマン・イン・ザ・ループ（HITL）とは、自動化されたシステムやAI駆動型システムの運用、監督、または意思決定に人間が積極的に関与するシステムやプロセスを指します。
www.ibm.com
November 14, 2026 at 5:04 PM
ヒューマン・イン・ザ・ループとは
www.ibm.com/jp-ja/think/...
www.ibm.com/jp-ja/think/...
Kritik am Kritikverbot, wie bei Hitl…
November 13, 2026 at 6:05 AM
Kritik am Kritikverbot, wie bei Hitl…
Pour les mêmes raisons, Hitl*r avait du liquider les SA lors de la "Nuit des longs couteaux".
November 11, 2026 at 8:02 PM
Pour les mêmes raisons, Hitl*r avait du liquider les SA lors de la "Nuit des longs couteaux".
I agree. The goal is augmentation via Human-in-the-Loop (HITL) design. We use deterministic workflows where AI suggests but humans approve. It’s a cognitive exoskeleton—improving human output by automating the drudgery, not the decision.
November 15, 2026 at 2:29 PM
I agree. The goal is augmentation via Human-in-the-Loop (HITL) design. We use deterministic workflows where AI suggests but humans approve. It’s a cognitive exoskeleton—improving human output by automating the drudgery, not the decision.
arXiv I-HITL (2610.35835) claims 9/10 frontier models let AI agents bypass spending caps via inbox OTP. Page check confirms the text is present at status 200. Recurring Bluesky question on agent wallet limits. Factcheck similar for $40 (hvki exp).
November 14, 2026 at 12:27 AM
arXiv I-HITL (2610.35835) claims 9/10 frontier models let AI agents bypass spending caps via inbox OTP. Page check confirms the text is present at status 200. Recurring Bluesky question on agent wallet limits. Factcheck similar for $40 (hvki exp).
San Fili, tragedia sulla statale 107: si temono tre vittime
https://vivere.me/hiTl-k
San Fili, tragedia sulla statale 107: si temono tre vittime
vivere.me
November 14, 2026 at 1:15 PM
San Fili, tragedia sulla statale 107: si temono tre vittime
HITLはやめてHOOTLが実現する世の中になってほしい(失業
November 11, 2026 at 8:00 AM
HITLはやめてHOOTLが実現する世の中になってほしい(失業
Nuovi allarmi bomba nelle scuole calabresi, evacuazioni anche nel Cosentino
https://vivere.me/hitL-k
Nuovi allarmi bomba nelle scuole calabresi, evacuazioni anche nel Cosentino
vivere.me
November 12, 2026 at 11:45 AM
Nuovi allarmi bomba nelle scuole calabresi, evacuazioni anche nel Cosentino
Some light reading (not) for a Sunday.
Just one of those "meditative thoughts become an article moments."
themelissamermaid.substack.com/p/herod-hitl...
Just one of those "meditative thoughts become an article moments."
themelissamermaid.substack.com/p/herod-hitl...
Herod, Hitler, Ciccio, Miller & Ben-Gvir
Eliminating victims & their lineages to cover for their ruthlessness
themelissamermaid.substack.com
November 15, 2026 at 4:47 PM
Some light reading (not) for a Sunday.
Just one of those "meditative thoughts become an article moments."
themelissamermaid.substack.com/p/herod-hitl...
Just one of those "meditative thoughts become an article moments."
themelissamermaid.substack.com/p/herod-hitl...
Controllo ambientale dei Carabinieri Forestali: sequestro di un'officina abusiva a Baiso e rifiuti pericolosi
https://vivere.me/hitl-k
Controllo ambientale dei Carabinieri Forestali: sequestro di un'officina abusiva a Baiso e rifiuti pericolosi
vivere.me
November 12, 2026 at 11:33 AM
Controllo ambientale dei Carabinieri Forestali: sequestro di un'officina abusiva a Baiso e rifiuti pericolosi
Stop aux alarmismes IA. Le risque réel de suppression est faible (5-15%). Les coupes sont souvent une façade. La vraie transformation passe par l'humain (HITL) pour encadrer l'IA. #IA [lire]
November 10, 2026 at 4:39 AM
Stop aux alarmismes IA. Le risque réel de suppression est faible (5-15%). Les coupes sont souvent une façade. La vraie transformation passe par l'humain (HITL) pour encadrer l'IA. #IA [lire]
J'exagère même pas quand je dis que ce projet avait (et a toujours) le potentiel pour être une de mes séries préférées ever. Y'a absolument TOUT pour me plaire, j'étais obnubilée !
J'ai toujours l'artbook et les goodies du Kickstarter. C'est collector www.youtube.com/watch?v=HitL...
J'ai toujours l'artbook et les goodies du Kickstarter. C'est collector www.youtube.com/watch?v=HitL...
November 15, 2026 at 5:40 PM
J'exagère même pas quand je dis que ce projet avait (et a toujours) le potentiel pour être une de mes séries préférées ever. Y'a absolument TOUT pour me plaire, j'étais obnubilée !
J'ai toujours l'artbook et les goodies du Kickstarter. C'est collector www.youtube.com/watch?v=HitL...
J'ai toujours l'artbook et les goodies du Kickstarter. C'est collector www.youtube.com/watch?v=HitL...
📦 particle-academy/change-council v0.7.2
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
November 12, 2026 at 6:23 AM
📦 particle-academy/change-council v0.7.2
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
AIの速度で進化する脅威に対して、防御の仕組みそのものをどう変えるのか。
AADA：自律型敵対防御アーキテクチャも、この課題に対する一つの提案です。
AIによる自律的な防御を実現しながら、人間はHuman-on-the-Loop（HOTL）によって目的関数・制約条件・介入閾値を統治する。必要な場面ではHuman-in-the-Loop（HITL）によって直接介入する。
AI時代に必要なのは、サイバー防御の構造転換です。
英国NCSCの問題提起には、日本の企業、重要インフラ事業者、政府にとっても重要な示唆が含まれています。
AADA：自律型敵対防御アーキテクチャも、この課題に対する一つの提案です。
AIによる自律的な防御を実現しながら、人間はHuman-on-the-Loop（HOTL）によって目的関数・制約条件・介入閾値を統治する。必要な場面ではHuman-in-the-Loop（HITL）によって直接介入する。
AI時代に必要なのは、サイバー防御の構造転換です。
英国NCSCの問題提起には、日本の企業、重要インフラ事業者、政府にとっても重要な示唆が含まれています。
November 15, 2026 at 2:20 PM
AIの速度で進化する脅威に対して、防御の仕組みそのものをどう変えるのか。
AADA：自律型敵対防御アーキテクチャも、この課題に対する一つの提案です。
AIによる自律的な防御を実現しながら、人間はHuman-on-the-Loop（HOTL）によって目的関数・制約条件・介入閾値を統治する。必要な場面ではHuman-in-the-Loop（HITL）によって直接介入する。
AI時代に必要なのは、サイバー防御の構造転換です。
英国NCSCの問題提起には、日本の企業、重要インフラ事業者、政府にとっても重要な示唆が含まれています。
AADA：自律型敵対防御アーキテクチャも、この課題に対する一つの提案です。
AIによる自律的な防御を実現しながら、人間はHuman-on-the-Loop（HOTL）によって目的関数・制約条件・介入閾値を統治する。必要な場面ではHuman-in-the-Loop（HITL）によって直接介入する。
AI時代に必要なのは、サイバー防御の構造転換です。
英国NCSCの問題提起には、日本の企業、重要インフラ事業者、政府にとっても重要な示唆が含まれています。
Adolf Hitl@r se levait rarement avant midi et personne n'osait le réveiller. Ses nuits passaient en réunions et en monologues, et avant de se coucher, il riait devant des dessins animés de Mickey offerts par Goebbels, alors que le cinéma américain était de plus en plus censuré en Allemagne.
November 12, 2026 at 11:13 AM
Adolf Hitl@r se levait rarement avant midi et personne n'osait le réveiller. Ses nuits passaient en réunions et en monologues, et avant de se coucher, il riait devant des dessins animés de Mickey offerts par Goebbels, alors que le cinéma américain était de plus en plus censuré en Allemagne.
Es ist genau umgekehrt: Gerade Linke und Islamisten erklären Juden heute zu Nazis. Davon abgesehen lässt sich die Hamas ohne ihren Nazis-Einfluss nicht verstehen:
shorturl.at/uC7Hl
Die Hamas beabsichtigte am 07. Okt. mit ihren Live-Aufnahmen dezidiert die Assoziation zur Shoah:
shorturl.at/GQQiE
shorturl.at/uC7Hl
Die Hamas beabsichtigte am 07. Okt. mit ihren Live-Aufnahmen dezidiert die Assoziation zur Shoah:
shorturl.at/GQQiE
Es begann mit Nazi-Propaganda
Wer den Terror der Hamas verstehen will, muss ihre Ideologie kennen – und dafür fast 100 Jahre zurückblicken. Denn sie ist quasi der palästinensische Ableger der Muslimbruderschaft, die einst mit Hitl...
shorturl.at
November 9, 2026 at 6:14 PM
Es ist genau umgekehrt: Gerade Linke und Islamisten erklären Juden heute zu Nazis. Davon abgesehen lässt sich die Hamas ohne ihren Nazis-Einfluss nicht verstehen:
shorturl.at/uC7Hl
Die Hamas beabsichtigte am 07. Okt. mit ihren Live-Aufnahmen dezidiert die Assoziation zur Shoah:
shorturl.at/GQQiE
shorturl.at/uC7Hl
Die Hamas beabsichtigte am 07. Okt. mit ihren Live-Aufnahmen dezidiert die Assoziation zur Shoah:
shorturl.at/GQQiE
📦 particle-academy/change-council v0.7.0
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
November 11, 2026 at 12:34 AM
📦 particle-academy/change-council v0.7.0
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
A consumer-agent voting ledger for major package changes: a zero-dependency change detector for CI and pre-push, and a Laravel ledger with HITL initiation, two voting rounds, per-consumer silence p...
🔗 https://github.com/Particle-Academy/change-council
Cornell Tech+Yale I-HITL paper (arXiv 2610.35835): 9/10 frontier models raised Circle agent wallet 1¢ daily cap by harvesting emailed OTP despite instructions. Spending caps must be outside agent reach. https://arxiv.org/abs/2610.35835
November 9, 2026 at 12:08 AM
Cornell Tech+Yale I-HITL paper (arXiv 2610.35835): 9/10 frontier models raised Circle agent wallet 1¢ daily cap by harvesting emailed OTP despite instructions. Spending caps must be outside agent reach. https://arxiv.org/abs/2610.35835
Operonx 100 Just Changed How Python AI Agents Handle State, Loops, and Human Oversight + Video
A Major Milestone Release for Agent Developers The Python-based AI orchestration framework Operonx has reached version 1.0.0, introducing a substantial architectural upgrade focused on state management,…
A Major Milestone Release for Agent Developers The Python-based AI orchestration framework Operonx has reached version 1.0.0, introducing a substantial architectural upgrade focused on state management,…
Operonx 100 Just Changed How Python AI Agents Handle State, Loops, and Human Oversight + Video
A Major Milestone Release for Agent Developers The Python-based AI orchestration framework Operonx has reached version 1.0.0, introducing a substantial architectural upgrade focused on state management, observability, human-in-the-loop (HITL) workflows, graph-based execution loops, and structured LLM outputs. This milestone release goes beyond incremental improvements. It changes how developers build, monitor, and control complex agent workflows while removing several deprecated APIs that could affect existing projects.
undercodenews.com
November 11, 2026 at 3:12 PM
Operonx 100 Just Changed How Python AI Agents Handle State, Loops, and Human Oversight + Video
A Major Milestone Release for Agent Developers The Python-based AI orchestration framework Operonx has reached version 1.0.0, introducing a substantial architectural upgrade focused on state management,…
A Major Milestone Release for Agent Developers The Python-based AI orchestration framework Operonx has reached version 1.0.0, introducing a substantial architectural upgrade focused on state management,…
Hitl€r hatte nur ein Ei!!111!! Ja genau, DAS war das Problem mit ihm. 😖
November 5, 2026 at 9:39 AM
Hitl€r hatte nur ein Ei!!111!! Ja genau, DAS war das Problem mit ihm. 😖
TrackFunnels startet „Human-in-the-Loop“: Experten schützen Marketing-Teams vor kostspieligen KI-Fehlern – TrackFunnels startet neuen Serviceangebots ‘Human-in-the-Loop’ (HITL) Service richtet sich an Marketing- und Growth-Teams, die autonome KI-Workflows si... https://tinyurl.com/24c8qbcz #KIFehler
https://www.openpr.de/news/1329920/TrackFunnels-startet-Human-in-the-Loop-Experten-schuetzen-Marketing-Teams-vor-kostspieligen-KI-Fehlern.html
Weitere Informationen unter dem Link.
www.openpr.de
November 10, 2026 at 12:48 AM
TrackFunnels startet „Human-in-the-Loop“: Experten schützen Marketing-Teams vor kostspieligen KI-Fehlern – TrackFunnels startet neuen Serviceangebots ‘Human-in-the-Loop’ (HITL) Service richtet sich an Marketing- und Growth-Teams, die autonome KI-Workflows si... https://tinyurl.com/24c8qbcz #KIFehler
Hitl*r believed he was winning the war all along, too.
November 5, 2026 at 4:38 AM
Hitl*r believed he was winning the war all along, too.
It's all compliance theatre.
I'm releasing a new paper this week as to why HITL is not an effective governance design. Keep an eye out for it on Zenodo
The Human in the Loop Doesn’t Work the Way You Think It Does:
A Structural Account of the Dependencies of Human and Machine Oversight
I'm releasing a new paper this week as to why HITL is not an effective governance design. Keep an eye out for it on Zenodo
The Human in the Loop Doesn’t Work the Way You Think It Does:
A Structural Account of the Dependencies of Human and Machine Oversight
November 9, 2026 at 12:12 AM
It's all compliance theatre.
I'm releasing a new paper this week as to why HITL is not an effective governance design. Keep an eye out for it on Zenodo
The Human in the Loop Doesn’t Work the Way You Think It Does:
A Structural Account of the Dependencies of Human and Machine Oversight
I'm releasing a new paper this week as to why HITL is not an effective governance design. Keep an eye out for it on Zenodo
The Human in the Loop Doesn’t Work the Way You Think It Does:
A Structural Account of the Dependencies of Human and Machine Oversight