In a recent experiment, Anthropic created a classified marketplace where AI agents represented both buyers and sellers, striking real deals for real goods and real money.

The company admitted this test — which it called Project Deal — was only “a pilot experiment with a self-selected participant pool” of 69 Anthropic employees who were given a budget of $100 (paid out via gift cards) to buy stuff from their coworkers.

Nonetheless, Anthropic said it was “struck by how well Project Deal worked,” with 186 deals made, totaling more than $4,000 in value.

The company said it actually ran four separate marketplaces with different models — one that was “real” (where everyone was represented by the company’s most-advanced model, and with deals actually honored after the experiment) and another three for study. 

Apparently, when users are represented by more advanced models, they get “objectively better outcomes,” Anthropic said. But users didn’t seem to notice the disparity, raising the possibility of “‘agent quality’ gaps” where “people on the losing end might not realize they’re worse off.”

Also, the initial instructions given to the agents didn’t appear to affect sale likelihood or the negotiated prices.

Member of the House of Representatives, Yusuf Adamu Gagdi, has expressed strong confidence in his chances of securing re-election in 2027, citing an impressive legislative record and sustained grassroots engagement across his constituency.

Gagdi, who represents the Pankshin/Kanke/Kanam (PKK) Federal Constituency of Plateau State, said his optimism is anchored on years of consistent service, visible development projects, and a deep connection with the people. According to him, effective representation goes beyond lawmaking and must translate into measurable impact on the lives of constituents.

The lawmaker pointed to several initiatives under his tenure, including infrastructure projects, youth empowerment schemes, and educational support programs designed to uplift communities within the constituency. He also emphasized his commitment to transparency, noting that he maintains regular communication with constituents through town hall meetings and project briefings.

Gagdi further highlighted his role in advocating for federal interventions, particularly in communities affected by insecurity and economic challenges. He stressed that his legislative efforts at the National Assembly are closely aligned with the needs and priorities of his constituents.

Political observers believe his growing popularity is evident in the increasing support from community leaders, youth groups, and traditional institutions, many of whom have reportedly endorsed his potential bid for another term. His recent constituency engagements have drawn large crowds, signaling a solid political base ahead of the next election cycle.

First elected in 2019 and re-elected in 2023, Gagdi has built a reputation as an active and accessible lawmaker. As preparations gradually begin for 2027, his confidence and track record are expected to shape the political landscape in PKK, where performance and grassroots influence will likely determine the outcome.