Latest stories
-
Why your ARM migration fails to beat Graviton4 performance-per-dollar
Improper machine-native code porting can negate the 45 percent cost advantage of AWS Graviton instances. Engineers also face significant budget leaks from…
-
Physical Intelligence vs hardware giants Figure and Tesla
Physical Intelligence uses its pi0 model to achieve 99.9% reliability in robotic tasks. While Figure 02 targets enterprise buyers with a $50,000…
-
Character.AI pursues a $5 billion valuation amid bankruptcy filings
Character.AI seeks a valuation exceeding $5 billion through Google interest while managing 20 million monthly active users. The company faces legal scrutiny…
-
Fujitsu’s Monaka chip and the FugakuNEXT zetta-scale targets
Fujitsu is developing the 288-core Monaka CPU using 2nm technology to drive the FugakuNEXT supercomputer. This $740 million project targets zetta-scale AI…
-
Developers lose MLX performance on M4 Ultra Mac Studio
Unmanaged KV cache and wired memory limits cause kernel panics on M4 Max machines when running models like Gemma 4 26B. Developers…
-
Implementing Codestral 25.01 for Legacy Codebase Migration
Codestral 25.01 features a 256k context window and achieves an 86.6% HumanEval score for Python. This model supports enterprise modernization workflows by…
-
Meta’s MTIA v2 outperforms GPUs for Instagram recommendation models
Meta’s MTIA v2 architecture delivers 3.5x more dense compute performance than its predecessor to optimize Instagram Reels. The custom silicon provides 128…
-
The 2019 GPT-2 precedent and the shift toward AI safety norms
OpenAI’s 2019 decision to withhold GPT-2 due to fake news concerns established the industry precedent for cautious release strategies. Recent security incidents…
-
Cognition’s Devin valuation and coding performance analysis
Cognition reached a $26B valuation in May 2026 as Devin demonstrated significant efficiency, delivering up to 40x time savings in pilots at…
-
d-Matrix moves Corsair into production to meet AI inference demand
d-Matrix has launched its Corsair inference accelerator platform to support massive AI workloads, delivering 30,000 tokens per second for Llama 70B models.…
-
Deploying Llama 3.2 90B Vision on Groq LPU for Real-Time Performance
Groq’s LPU architecture delivers 750 to 800 tokens per second for Llama 3 70B, significantly outperforming NVIDIA H100 clusters by eliminating memory-bandwidth…
-
Stability AI pivots toward enterprise and Hollywood through new leadership
Stability AI reached a $1 billion valuation under new CEO Prem Akkaraju, focusing on enterprise models and Hollywood partnerships. The company utilizes…