Chapter Four
"Dr. Bell, if you could pause for a moment."
Gracie was drawing on the whiteboard, connecting embeddings and transformers, trying her best to put on the 2D whiteboard a 3D representation of what she saw so clearly in her mind in a higher dimensional representation. Had she made a mistake? She scanned the squares and circles and diamonds she'd drawn, the arrows in between, solid and dotted and doubled, some double-headed. Maybe if she starred the objects that incorporated self-attention...
"Perhaps, Dr. Bell," Dahlia said from the back of the room, "if we work through on your concepts one by one." She came to the front and took the three colored markers out of Gracie's hand. "First, let's concentrate on your improvements to VADIM." She drew a loop around some boxes.
Dahlia gave a concise overview of what Gracie had done with the database. Dahlia understood Gracie's concepts. The software team, three men and one woman, asked Dahlia questions, which was an improvement over the confused looks they'd given Gracie. Dahlia was able to answer most of the questions herself, which let Gracie be the consulting expert for the deeper ones. The process seemed to work.
Dahlia also understood what Gracie's videos were capable of. When they'd first entered the conference room with Kellen and his team Dahlia had whispered, "Your video worked
superbly.
" The embrace Dahlia and Kellen shared said as much, especially in the way their eyes met.
That brief but intense interaction had left Gracie feeling a bit confused. The images from Dahlia's videos had been swirling in her mind anyway. That shared look made those images come alive, which sent shivers all over her.
The shivers and confusion returned when Dahlia's and her hands had touched during the marker transfer. Gracie was feeling the same hand that had so recently been caressing Kellen's...
penis.
"Dr. Bell, perhaps you could better answer Vivek's question." Dahlia's look as she said that was a gentle reminder to stay focused. "Vivek, could you give a bit more detail?"
"I'm... I guess wondering why..." Vivek tried, "you seem to use three or four different computer languages. Why make it all so complicated?"
"Complicated?" Gracie didn't think of things that way. "It's simpler. Really. The recursion..." Gracie suddenly halted her speech. A stunning image had flashed through her mind, a sexual image. She shook it off and continued: "... each j-j-job, I mean task, is simple in the right language. Linux script for connections, C for CUDA mods, Python--" she pointed at different polygons-- "and Haskell and Lisp where recursion is the best method." She shrugged. She tried to maintain attention to the meeting, but the concept of recursion brought back the image she'd just had and the image hung in her vision. On her knees in a mirrored room in front of a man. Another thought Dahlia had put in her mind was the idea of self-recursion, that Gracie could do a video on herself, modify herself. And then naturally her modded self would want to create a new video to further modify herself. And then... She pushed it away again. It was worse than an infinite loop. The recursion would continue all the way down... to what?
Vivek shook his head, not in denial. She'd been immediately interested in him. He had strong masculine features and she liked how his name had two V's-- she couldn't remember any of the other programmers' names-- but now she decided she didn't want him. At least not enough to show him a video. She wondered why that would be-- his sharp blue eyes contrasted so strikingly with his mahogany skin-- but she was distracted as Dahlia moved on to Gracie's core breakthrough, her machine learning model of ANTONIO, Anomalous Non-specific Transfer of Neural Image Operands.
She had to take over then, because even Dahlia didn't get all the twists and turns of what she'd created to get around needing that awful chair they called MARCO, instead using the subject's own reactions and his facial changes, particularly his eyes and head movements, to train an ML transformer that would control the ANTONIO. And the man she aimed it at. Or
her
facial changes, Gracie thought as she mapped the way through the diagram; it worked on female minds also. Dahlia had proven that.
She got through it by pretending she was in arena-mode and each small step in the process was a new location on the map and each question another opponent to frag. It was almost enjoyable, scanning the group, anticipating their reactions, aiming her answers. But, like arena-mode, exhausting.
She got away from the meeting with only a few action items, mostly to comment her work and add refs in the comments to certain techniques she'd used that somehow these software engineers weren't acquainted with. Fine. And a private to-do for herself: sanitizing her code to remove the sex-specific features.
But before she could quietly disappear, Dahlia took her arm. "Let's talk."
# # #
Back to the cafe they went. "So I think that meeting went well," Dahlia began. "The software team understands enough to get started. Kellen will handle the neurologists. Don't worry."
"Worry?" Gracie wasn't a worrier.
"It's going to take time to get the biotech people to accept your advance. Didn't you wonder why none of them were in the meeting?"
Gracie hadn't. She shrugged.
"Ah, Grace dear, you're so special, so pure." Dahlia paused to take a breath. "You need to understand how much effort, not to mention expense, went into building MARCO, that chair you hate. Scientists are human too, and some of them are... let's say... emotionally invested in MARCO and therefore very reluctant to admit that what they spent a significant part of their careers developing could be made obsolete by-- to use their words-- 'a few lines of code'."
"It's thousands of lines, and--" but Dahlia's raised hand stopped Gracie from also pointing out that every line of high-level code was really thousands, sometimes millions, of computer instructions.
"I know, dear. I of course understand." Dahlia reached across the table to take Gracie's hands in hers. "We're on your side. Kellen and I,
of all people,
know that your technology works
very, very well!"
Dahlia's smile, with her whole face, her eyes and cheeks as well as her mouth, was nearly as beatific as the one she'd shown Kellen before the meeting.
"So," Gracie replied, feeling stupid as soon as she'd said the words, "you tried it? It worked for you?"