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Inception Labs' Mercury 2 Claims Title of World's Fastest Reasoning AI, Hitting 1,000 Tokens Per Second With 90% Math Benchmark Score

Inception Labs' Mercury 2 Claims Title of World's Fastest Reasoning AI, Hitting 1,000 Tokens Per Second With 90% Math Benchmark Score

Jun 22, 2026
Decrypt

Inception Labs' Mercury 2 is shaking up the AI world, claiming the title of fastest reasoning model by generating 1,000 tokens per second while scoring 90% on the AIME 2026 math benchmark, outperforming Google's DiffusionGemma, and delivering an 82% latency reduction and 90% cost cut in real-world testing.

AI Fuels AR Glasses Surge as Smart Eyewear Sales Jump 167% and Industry Nears Mainstream Breakthrough

AI Fuels AR Glasses Surge as Smart Eyewear Sales Jump 167% and Industry Nears Mainstream Breakthrough

Jun 22, 2026
The Deep View

Smart glasses sales explode 167% year-over-year in Q1 2026 as AI supercharges AR technology, with broader AR/VR categories surging 86%, driven by consumer demand for real-world AI assistants and fueled by breakthroughs in chip miniaturization and display tech that are pushing the industry closer than ever to mainstream adoption.

Full GPT Transformer Runs Entirely in Verilog on FPGA, Hits 69,200 Tokens Per Second After Overcoming Critical Synthesis Bugs

Full GPT Transformer Runs Entirely in Verilog on FPGA, Hits 69,200 Tokens Per Second After Overcoming Critical Synthesis Bugs

Jun 16, 2026
GitHub

A full GPT transformer implemented entirely in RTL Verilog is now running on a Xilinx Virtex-5 FPGA, blazing through 69,200 tokens per second at 80 MHz after engineers overcame two critical synthesis bugs that silently zeroed ROM arrays and folded live registers, causing the board to hang despite passing simulation.

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