Gemini 4 Argon: access, API pricing & what changed
Gemini 4 Argon is rolling out beyond Fairwind. Compare Gemini app, API and Antigravity access, token prices, caching and practical migration checks.
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AI news · page 4.
Earlier reporting, original sources and practical next steps.
ElevenLabs v4 vs Turbo: audio workflow test
Compare Eleven v4 and v4 Turbo workflows, API identifiers, pronunciation review and full conversation latency versus vendor inference figures.
Whistle local speech: language & clip limits
Whistle offers local speech transcription. Check languages, clip limits, device timing and safety before connecting output to tools.
Phonon-2: why a 164 MB download is not runtime memory
Phonon-2’s 164 MB download differs from execution memory. Review English transcription, runtime expansion, batch speed and complete application costs.
Comfy Agent: workflow review & access guide
Comfy Agent builds and iterates on creative graphs. Check Cloud beta access, future Desktop wording, workflow reproducibility and controlled batch review.
Amazon ALoDLM-8B: GPU setup & license guide
ALoDLM-8B uses adaptive recurrence for text generation. Review decoder setup, B200 benchmark limits and model terms.
AlphaProtein Novo: enzyme design, evidence and model terms
Understand AlphaProtein Novo’s enzyme-design pipeline, separate code and weight terms, and why a proposed structure is not a validated treatment.
BOTANIC-1 and Gemma: plant DNA research, explained
BOTANIC-1 pairs plant-genomics analysis with a Gemma orchestrator. See what its evidence supports and what remains unvalidated.
OpenAI math proofs: Lean revisions & status
Check OpenAI math proofs, revisions and withdrawals. Verify result status before treating an AI claim as an accepted theorem.
AI magnetic semiconductor candidates: Vals' evidence
Vals reports two room-temperature antiferromagnetic semiconductor candidates. Separate computational predictions from material measurements.
FlashDexRetarget: benchmark & robot-hand setup
Read FlashDexRetarget’s reported robot-hand retargeting results, the benchmark behind the compute claim and what remains unverified for deployment.
TERRA: terrain-aware muscle simulation explained
EPFL’s TERRA reconstructs terrain for musculoskeletal motion. Understand the pipeline, separate parkour policies and limits of simulation evidence.
Grad's plasma conjecture: counterexample & Lean checks
Read the Grad-conjecture counterexample claim, what its Lean companion checks and why a mathematical equilibrium is not a working fusion reactor.
AI reads a Napoleon-era cipher: evidence checklist
Carter Church reports an AI-assisted Marmont cipher reading. Inspect the source scan, reproducible key and unresolved signs.
AstaBrief 8B: citations, speed & evaluation
Ai2’s AstaBrief writes reports from retrieved literature. Learn what its reported speed measures, why 2025 comparisons matter and how to audit citations.
Olmo-core 3: MoE training benchmarks and what they cost
Ai2's Olmo-core 3 scales mixture-of-experts training. See B300 comparisons and why this is infrastructure, not a chatbot.
IQuest-Q1: 320B MoE, coding agents and deployment limits
IQuest-Q1 activates about 15B of 320B parameters per token. Check context, deployment examples, tool permissions and license.
AREX-2: 27B reflective agents, feedback and compute budgets
BAAI's AREX-2 refines solutions across test-time rounds. Review benchmark limits, serving needs and tool boundaries.
3D plasma equilibria: Landreman formula guide
Landreman's analytic MHD equilibria: what formulas and numerical checks establish, and what remains to reproduce.
WorldPlay2 setup: GPU needs & license limits
WorldPlay2 adds controls for interactive video worlds. Check setup, GPU caveats and noncommercial license terms.
MSFlow motion generation: setup & evaluation
MotionSpaceFlow generates human motion directly. Review representations, pretrained demos and evaluation limits.
Kandinsky 6 Video: Lite vs Pro, audio and GPU planning
Compare Kandinsky 6 Lite and Pro, public files, offload examples and what a creator trial should measure.
GenIA: 3D reconstruction, input alignment and access limits
GenIA adapts a generative 3D prior to images. Check input alignment, gated dependencies and noncommercial terms.
Iris-3B: pixel-space images and the missing memory question
Iris-3B generates RGB pixels without a VAE. Review its text encoder dependency, license and memory evaluation plan.