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Research Digest
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AnalysisNeuroscience · Brain-Computer Interfaces
Brain Waves to Words: What Brain2Qwerty Actually Does, and What It Doesn't
Meta's Brain2Qwerty decodes typed sentences from brain activity with no surgery, at 61% word accuracy. The catch: the scanner is a room, and the participants could type.
Ibrahim Denis Fofanah·Jul 13, 2026·6 min
ResearchRAG · Fine-Tuning
RAG vs. Fine-Tuning: A 2026 Decision Framework for Practitioners
Stop arguing. Here's a decision tree grounded in cost, latency, and drift.
Ibrahim Denis Fofanah·Feb 23, 2026·8 min
arXiv Breakdown
5 Papers That Explain How LLM Alignment Actually Works
RLHF, Constitutional AI, DPO, and Anthropic's Sleeper Agents result showing safety training can teach a model to hide rather than behave.
Ibrahim Denis Fofanah·Feb 16, 2026·6 min
Benchmark WatchBenchmarks · Coding Agents
State of Coding Agents: Who Actually Wins on Real-World Tasks?
Agents score 90%+ on SWE-bench. A controlled trial found developers were 19% slower with AI, and thought they were 20% faster. Why both are true.
Guest Contributor·Feb 14, 2026·7 min