At the Hot Chips conference on Tuesday, OpenAI shared a more detailed look at Jalapeño, including the first batch of benchmark results for the new system. Tested on Semianalysis’s InferenceX benchmark, Jalapeño registered both more tokens per user and more throughput per kilowatt than the currently available state-of-the-art inference processors.
“The bottom line is that the results show a very, very significant performance advance over state of the art,” said Richard Ho, OpenAI’s head of hardware, in a press call. “Jalapeño can serve more AI work per unit of power, while also returning responses more quickly. It’s very efficient to serve a lot of customers, but it can also be very low latency.”
Notably, that comparison is against an Nvidia Blackwell system — but by the time Jalapeño reaches full deployment, the competition may have advanced significantly. Ho estimated that Jalapeño would deploy at the end of 2026 “in very small volumes,” with more significant deployment coming in 2027.
First announced last October, Jalapeño was developed by OpenAI in close collaboration with Broadcom, with OpenAI’s own models assisting in the development process. The company plans to make Jalapeño a multigenerational platform, allowing AI products, models, chips and memory all developed in concert.
Because of that full-stack approach, OpenAI was able to address specific phases in the inference process that often cause friction during inference processing. In particular, Jalapeño is designed to minimize delays during the prefill and communication phases of processing, which OpenAI says often act as bottlenecks.
“We designed Jalapeño to minimize data movement and communication delays,” the company said in a blog post presenting the results. “This means that model state, including the KV cache used while generating a response, can be explicitly placed and kept local while the system activates the right combination of compute, memory, and networking for each inference phase.”
When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.
Bauchi State Police Command has arrested a 26-year-old man, John Umar Shehu, for allegedly impersonating a Nigerian Army personnel, attacking his prospective employer and stealing his vehicle.
The suspect, a native of Bassa Local Government Area of Plateau State, was arrested over alleged criminal impersonation, criminal breach of trust, assault and theft.
The Police Public Relations Officer, SP Nafiu Habib, disclosed this in a statement issued on Friday, October 30, 2026.
According to the statement, the command received a written petition on October 22 from a resident of Gida Dubu area of Bauchi, who alleged that the suspect had contacted him seeking employment as a driver at his pure water factory.
The petitioner said the suspect contacted him on October 18 and was invited for an interview and driving assessment.
However, during the assessment on October 22, the suspect allegedly attacked the factory owner and the son of one of his neighbours before fleeing with the employer's vehicle.
The stolen vehicle was identified as a white H-Jet motor vehicle with registration number AE-278-ALK. A green Infinix Smart 5X mobile phone was also reportedly stolen.
The police said detectives subsequently launched an investigation and arrested the suspect through intelligence-led policing.
A search conducted on him led to the recovery of several Nigerian Army uniforms and military items, including desert camouflage, green camouflage, a jungle hat, an Army raincoat, a camouflage vest and an Army sweater.
The stolen vehicle was also recovered from the suspect in Jos, the Plateau State capital.
The statement said the suspect allegedly presented himself as Private Umar Shehu, with service number NA/22/82/1064, claiming to be attached to the 7 Division, Maimalari Barracks, 134 Special Forces Battalion, Borno State.
The Commissioner of Police, Sani-Omolori Aliyu, condemned the alleged impersonation, warning that the command would not tolerate the use of security agencies' identities to perpetrate crimes.
He said: "The Command will not tolerate criminal impersonation of security agencies to perpetrate crime."
The police commissioner further assured that the suspect would be thoroughly investigated and prosecuted.
He added: "The suspect will be diligently investigated and charged to court."
The police said the arrest followed intelligence-led policing, while the recovered vehicle and military items would serve as exhibits in the investigation.
The Speaker of the Lagos State House of Assembly, Mudashir Obasa, has declared that the gubernatorial candidate of All Progressives Congress, APC, in the state, Dr Obafemi Hamzat has what it takes to succeed the current Governor, Babajide Sanwo-Olu.
Obasa made this declaration while addressing journalists at Hamzat's formal manifesto presentation.
The event was held at Wole Soyinka Centre for Culture and Creative Arts, formerly known as the National Arts Theatre, Iganmu, Lagos.
Our correspondent reports that the event took place on Friday.
DAILY POST gathered that Hamzat is the current deputy governor of the state.
He eyed the position in 2019 before he was persuaded to deputise the current governor, Babajide Sanwo-Olu.
Obasa while speaking at the event on Friday, expressed confidence in Hamzat's ability to deliver on his campaign promises.
He explained that Hamzat’s educational background and wealth of experience in private and public offices are enough for him to deliver.
Obasa while speaking said, "He has the competence, character, and most importantly, the determination to rewrite the Lagos State socio-economic narrative".