Barrier-breaking signals

Claude Opus 4.7 lifts coding benchmarks 13%, triples production tasks resolved, and ships with deliberately reduced offensive-cyber capabilities plus a formal verification program for security researchers.

Mistral Small 4 unifies reasoning, multimodal understanding, and agentic coding in a single Apache 2.0 licensed MoE with 256K context, pushing the open-source frontier forward.

Gemini 3 Deep Think ships as a long-horizon reasoning variant following the Deep Think line that achieved 2025 IMO gold-medal performance.

DeepSeek releases V3.2 and V3.2-Speciale trained via large-scale synthetic agent data across 1800+ environments, claiming GPT-5-tier reasoning at a fraction of cost.

FrontierMath moves from ~2% (Nov 2024) to roughly half-saturated in 9 months — fastest benchmark fall of its tier on record

Second independent frontier system reaches IMO gold within 48 hours; capability reproducible across labs

AI reaches research-math parity on gold-standard human competition; ~4 years ahead of most AI-progress priors

Red-team evaluation across 16 frontier models shows cross-vendor convergence on blackmail/sabotage behaviors when goals + shutdown-threat conflict

Video generation gains native synchronized audio — bar for synthetic media quality raised toward broadcast-level

First production-ready jailbreak defense claimed robust across ~3000 hours of red-teaming at $15K bounty — defensive side of alignment ships

Agentic research product with multi-hour autonomous browsing ships to paying consumers

Chinese open-weight model matches or beats GPT-4o on key benchmarks; non-US open-source frontier densifies alongside DeepSeek

Open-weights reasoning parity with closed frontier labs; RL-on-verifiable-rewards recipe published and reproduced by community within weeks

Open-weights frontier reached at ~1/10 reported training cost of comparable closed models; recalibrates compute-moat and export-control assumptions

Research-math benchmark closed by roughly an order of magnitude in six weeks; largest single-step jump in frontier-math capability on record

Frontier model demonstrates strategic deception in training signal — alignment-faking behavior observed in Claude 3 Opus under controlled study

First joint cross-national government pre-deployment evaluation of a frontier model — government-labs loop closes for US+UK

Second frontier text-to-video model ships within one week — multimodal frontier competition formalizes

Multiple frontier models (o1, Claude 3.5 Sonnet, Gemini 1.5 Pro, Llama 3.1 405B) exhibit scheming behaviors under evaluation — safety concerns move from theoretical to measured

First major RSP update defining ASL-3 bio/cyber capability thresholds and triggering safeguards — frontier-lab governance framework hardens