free adversarial training, ai safety
Train robustness with negligible overhead.
395 technical terms and definitions
Train robustness with negligible overhead.
Free cooling uses ambient conditions when cold enough eliminating mechanical chiller operation.
Compute binding free energy.
Right to use technology.
Threshold-free pseudo-labeling.
Dry by sublimation.
Carriers freeze onto dopants at low T.
Vacancy-interstitial pair.
Frequency penalty decreases probability proportional to token occurrence count.
Penalize based on token frequency.
How current is retrieved information.
Friedman test analyzes repeated measures across conditions non-parametrically.
For front-end questions I can sketch component structure, state handling, and UX flows, especially around AI features.
Frontier models represent state-of-the-art capabilities at largest scale.
Frontier models are most capable systems. Special safety considerations. Regulatory focus.
Pre-trained representations kept fixed.
Frozen graphs convert variables to constants enabling optimization and preventing modification.
FSDP = Fully Sharded Data Parallel. PyTorch native ZeRO-like sharding. Reduces memory per GPU.
Control generation using future discriminators.
Balls across entire bottom.
Test all combinations of factor levels.
Full scan makes all flip-flops scannable achieving maximum fault coverage.
Test all dies on wafer.
Use full gradient information for saliency.
LLM outputs structured function calls with parameters to invoke external tools.
Structure API calls correctly.
Function calling allows models to invoke structured functions with parameters.
Function calling: model outputs structured JSON to invoke tools. Parse JSON, execute function, return result to model.
Functional causal models represent causal relationships as structural equations with noise terms.
Functional test vectors are input patterns applied to devices to verify logic functionality and detect manufacturing defects.
Functional testing validates digital logic or circuit behavior at speed using test vectors that exercise operational functionality.
Verify circuit operates correctly.
Loss from functional failures.
Progressively reduce sequence length.
Longer anneal in batch furnace for diffusion and activation.
Fuse programming permanently disconnects defective memory elements and enables redundant replacements by laser or electrical blowing.
Optimized attention kernel.
Efficient normalization implementation.
Combine multiple ops into one.
Silicon oxide bonds formed by thermal treatment.
Process retrieved documents separately then fuse.
AGI timeline uncertain. Focus on current capabilities and near-term safety. Prepare but dont over-hype.
Generate inputs for fuzzing.
Generate test inputs to find bugs.
Remove similar examples.