In 1935 EMC was starting its transition from a design and marketing company to a locomotive building company; development of regular production model locomotives was occurring before they had the capability to build locomotives. Construction of carbodies for EMC demonstrators #511 and #512, and B&O #50 was contracted to GE's Erie, Pennsylvania works, and AT&SF #1 was contracted to St. Louis Car Company. Like most boxcabs, they initially had control cabs at both ends, a feature that would only rarely be repeated in future North American locomotives, although it would become common elsewhere. Power was provided by twin 900 hp (670 kW) 12 cylinder Winton 201-A Diesel engines in each power unit, exceeding by 50% the most power that could be attained with a single engine at that time. The added "headroom" in power extended the life of mechanical parts, which was a critical issue with early Diesel engines in locomotives. The units were built with AAR type B two-axle trucks instead of the A1A trucks of E-units. As development design locomotives, modifications were frequently made to them to overcome various teething problems; the EMC demonstrators spent considerable time in aluminum paint substituting for the units under modification.
The two EMC demonstrators, numbered 511 and 512, were built in May 1935 to demonstrate the future of passenger Diesel power to potential customers. The boxy bodywork was not what EMC intended to sell, but it was an easy way to demonstrate the power units and hauling capacity, which would not be changed in the future E-units.
They were demonstrated both together and singly; the latter for shorter trains for local and less busy services, the former to replace larger steam locomotives on heavier trains. These units were highly significant in pioneering multiple unit connections which could be quickly connected and disconnected in the field, allowing units to be "lashed up" into more powerful combinations (operated by a single crew) at will, and allowing malfunctioning units to be replaced with fresh units with ease.
EMC #512, painted silver, was added to the ATSF locomotive #1 cab/booster pair to help pull the first regular run of the streamlined, Budd-built Super Chief on May 18, 1937, after the EMC E1 pair 2/2A built for the train burned out some of their traction motors on a record-breaking exhibition run days before.
In 1938, having outlived their usefulness, the two demonstrators were scrapped. Trucks and some other components were re-used for the two NW4switchers built for the Missouri Pacific Railroad.
The Santa Fe Railway was an ideal railroad to be a Dieselization pioneer; its long desert runs in the Southwest made the provision of water supplies for steam locomotives problematic. Santa Fe saw the potential for rapid Dieselization of its southwestern passenger service so the railroad asked for two locomotives like the EMC demonstrators as proof of concept, letting the railroad gain some experience with Diesel operation before production model Diesel locomotives and the lightweight, streamlined trains they would haul were ready. The 2226.6 mile route that these units were intended to run, covering mountain and desert, was completely unprecedented, and exposed weaknesses in the design. Their working up period extended for about eight months before they were introduced into service, during which time modifications were continually made to them.
Santa Fe asked for some cosmetic "dressing up" of the locomotives, since they would be hauling a prestige passenger train, and EMC obliged with a treatment by Sterling McDonald's GM styling department, which included large "eyebrow" air intakes at the front of the units and a striking paint scheme: Olive Green with Cobalt Blue and Sarasota Blue stripes separated by pinstripes of Crimson and Tuscan Red. This livery reduced the boxiness of the locomotives and gave them more of a look of speed.
The units were delivered with shrouding around their trucks, which was soon removed because the bearings on the trucks tended to run hot. Engine cooling was another problem that needed to be addressed during the testing period. The second unit in particular had trouble getting enough air to cool the radiators; likely the carbodies and the styling touches contributed to this problem. A number of vents were added to the roofs in their first year of existence. Both units required larger steam generators, and a greater fuel and water supply.
Because they were always run coupled together, Santa Fe employees nicknamed the two units the "One Spot Twins" and "Amos & Andy" (after the popular radio situation comedy). Both units shared a common road number and the operating department considered them a single locomotive. The mechanical department referred to them as Unit A (lead unit) and Unit B (trailing unit). While the pair substituted for a Super Chief E1 set with burned-out traction motors in 1937, the company leased EMC demonstrator #512 as a third unit called Unit C.
After new EMC E1s replaced the proof-of-concept #1 in 1937, the Santa Fe began to further modify the two locomotive units. The two units were rebuilt as single-ended locomotives in 1938 with a "bulldog" front end — a very high, raised cab above a rounded snub nose. The locomotives were painted in the Warbonnet paint scheme similar to the E1s. The lead trucks were replaced with a three axle drop-equalizer truck of unusual 1B configuration; the lead axle was unpowered, while the two rear axles were powered. Some time later, the trailing trucks were replaced in similar fashion. The three-axle trucks were more stable at speed and lighter on the track with a lower axle loading. Roller bearings on the new trucks alleviated the overheating problem. Unit A retained road number 1 and Unit B was renumbered number 10, since it was now regarded as a separate locomotive. The revamped locomotives pulled the new Chicagoan and Kansas Cityan named trainsets between Chicago and Wichita, KS, with the run soon extended to Oklahoma City.
In 1941 #10 had its cab removed, and became a booster unit numbered 1A. In 1948, AT&SF rebuilt #1A into freight transfer locomotive #2611 running on EMD Blomberg B trucks.
Both #1 and #2611 went to EMD as trade-ins on E-8m locomotives in 1953. Both emerged as booster units, numbered 83A and 84A, respectively.