Derniers Articles
Perspectives et mises à jour quotidiennes sur la collaboration IA, l'évaluation professionnelle et les innovations de PAICE.work
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The Posture Gap
Your board doesn't need three presentations. They need one—with evidence beneath it and a path to the next level.
Three teams present three solid reports to the board. One question ends the meeting in silence. The posture gap is the distance between "we're doing a lot" and "we can tell you exactly where we stand."

The Performance Dimension
Why How You Communicate With AI Matters Less Than You Think
Understanding PAICE's Performance dimension and why communication clarity is the foundation of AI collaboration — but not the ceiling

Transparency Tells You It's AI. It Can't Tell You How to Trust It.
I submitted comments on the EU's draft Article 50 transparency rules. The gap I kept circling: a label can't reach an agent, survive time, or become a skill.

Two Papers, One Argument
Aggregated Intelligence and One Number You Can Defend are now published
Two new papers from PAICE.work PBC address the same gap: measuring what People+AI collaboration actually produces, at the organization and governance level.

Weekly Update - June 1, 2026
Pro Packs launch, positioning refreshed, and the gap between confident and capable
PAICE Pro Packs launched, positioning sharpened to its clearest formulation yet, and four posts named what confident-but-not-capable AI adoption looks like from every angle.

The Confidence Gap
Confidence tracks self-perception. Capability tracks behavior when the work gets hard.
Your most confident AI users carry the greatest business risk. Not because they're bluffing—because confidence and capability are measuring completely different things.

Introducing PAICE Pro Packs
Bulk Pro Access for Teams, Clients, and Communities
PAICE Pro Packs let you buy Pro access in bulk and share it with teams, clients, or anyone who deserves a deeper look at their AI collaboration skills

The Undercurrent Problem
Why Your Shared Teams Are Quietly Drowning in AI Work
How AI adoption creates invisible pressure on compliance, QA, risk, and operations teams, and why behavioral measurement can reveal it before burnout does

The Accountability Dimension
Why Catching Errors Is the Most Important AI Collaboration Skill
Understanding PAICE's Accountability dimension and why catching AI errors is the highest-weighted skill in professional AI collaboration

Weekly Update - May 25, 2026
User accounts ship, backend cuts over, security audit lands, GuideCheck launches
GuideCheck launched, PAICE Pro flow updated with user accounts, backend migrated to new infrastructure, six security audit fixes landed, and new three-environment topology.

The Abstraction Gap (GuideCheck.org)
Introducing GuideCheck, the Human-Verifiable Assistant Guide standard
Your AI assistant just followed instructions you never saw. GuideCheck is the open standard that forces setup guides into plain text a human can review before the assistant acts.

Modeling the Colorado AI Act in ObligationFirst: A Worked Example
A pressure test for an agent-native obligation schema, using the most amended AI law in America
A pressure test for the ObligationFirst schema. The Colorado AI Act is the messiest live obligation in US AI law right now — amended, sued, partially enjoined, and about to be replaced by a bill that strips most substantive duties. If the schema sustains this case, it sustains the ordinary ones.

The Evolution Dimension
Adapting Your AI Collaboration Skills as Models Get Smarter
Understanding PAICE's Evolution dimension and why adapting your collaboration approach as AI capabilities change is a measurable professional skill

AI Collaboration Under Pressure
Maintaining Judgment When Deadlines Don't Wait
How time pressure leads to verification shortcuts in AI collaboration and practical frameworks for maintaining judgment when it matters most

Weekly Update - May 18, 2026
ObligationFirst ships, assessment scoring hardened, regulatory drift named
ObligationFirst launched, assessment scoring hardened with canary testing, and four posts shipped covering AI maturity, clinical documentation, and regulatory drift.

The Drift Gap: Two AI Laws Just Changed and Your Posture Didn't
What the EU AI Act delay and the Colorado AI Act rewrite mean for regulated entities
In the last two weeks, two of the most-cited AI laws in the world both changed. The good news is that both shifts are easier on regulated entities. The complicated news is that your compliance posture from thirty days ago is still wrong.

ObligationFirst: Making Law Agentically Legible
An agent-native schema for legal obligations, and the portfolio that runs on it
ObligationFirst is an open schema that turns legal obligations into machine-readable structure built specifically for agents. It also positions PAICE to link human behavior to regulatory risk, not only functional AI risk.

AI Collaboration for Clinical Documentation
EHR Notes, Discharge Summaries, and Patient Safety
How clinicians can use AI effectively for clinical documentation while maintaining the verification rigor that patient safety demands

From Blind Trust to Verified Trust
The Three Stages of Organizational AI Maturity
How organizations progress from blind trust through synthetic trust to verified trust in AI collaboration, and what it takes to reach each stage

Weekly Update - May 11, 2026
SSR confirmed, multilingual expansion, UI improved, and incident resolved
SSR confirmed, site pages translated into three languages, UI enhancements, security incident resolved, and a week of sharp content on AI collaboration risk.