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Seyfal’s
Playground
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[1] Speculative decoding
· EAGLE-Harness
[2] Defects in electron microscopy
· 3D-CVAE
Research
EAGLE-Harness, speculative decoding
· 2026
Power waste in heterogeneous computing
· SC25 · 2025
Encrypted inference
· arXiv · 2025
Anomalies in EELS images
· Small · 2025
+ 5 more
→
LASSI, self-correcting code
· 2024
Knowledge graphs
· 2024
P&ID diagrams
· 2024
Robo-spiders · NSF REU
· 2023
PATHWiSE · ERSP
· 2023
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LATEST
Oct 2026
EAGLE-4 released
Aug 2026
Joined Eagle AI
Apr 2026
Head of Engineering at Oxia AI
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100x slowed down
Detailed
20x
BATCH · 1 request
1
512
GPU mostly waiting on memory · checking guesses is almost free
TARGET PASSES
0
TOKENS
0
TOKENS / PASS
–
LAST STEP
–
AT REALTIME
–
VS NORMAL
–
Normal
Speculative
TARGET
0.0 GB
DRAFT HEAD · 0.8 GB a step
—
16 GB ÷ 1.6 TB/s = 10 ms a pass
READ PER WORD
–
Now: speculative decoding ↗