Tim O'Shea

DeepSig CTO // accelerating wireless ML & AI-RAN

[Tim O'Shea @oshtim]

Good morning from Incheon! Going to be an interesting full week of discussion around what 6G will be! @deepsignl's first major #3GPP #6G contributions around AI in the air interface! We're highlighting some of the same technologies demonstrated with @nvidia last week and highlighted by light reading https://t.co/ojyoo6M8kI

[Light Reading @Light_Reading]

Having already teamed up with Intel and Nvidia, AI-RAN pioneer DeepSig is integral to the OCUDU open-source initiative.

Read more on Light Reading: https://t.co/zaukHZI7Nq

[Tim O'Shea @oshtim]

good morning

[jen bucci @jendarhy]

<3

[DeepSig @deepsignl]

We spent the #SuperBowl on the ground alongside the FCC and local authorities, supporting safety and spectrum awareness in one of the year’s most complex RF environments. From identifying sources of interference to providing real-time visibility into RF activity, #OmniSIG helped bring clarity and context to a highly congested setting where public safety operations depend on reliable communications.

Learn more about OmniSIG and our AI-native spectrum awareness solution: https://t.co/jcZxM0UbuK

#SuperBowlLX #AINative #SpectrumAwareness

[DeepSig @deepsignl]

IEEE 802.11 is the global standards body behind Wi-Fi. DeepSig’s Jim Lansford chairs the Wireless Next Generation (WNG) Standing Committee, the incubator for future Wi-Fi standards. At last week’s IEEE 802.11 meeting in Victoria, BC, WNG reviewed 11 technical presentations on the challenges shaping next-gen WLAN, often referred to as Wi-Fi 9.

Dr. Lansford and CTO @oshtim presented how AI-Native techniques already used in 5G/6G can be applied to Wi-Fi to improve robustness and throughput in high-interference, congested environments. WNG work continues through 2026, with a formal study group expected in the second half of the year and Wi-Fi 9 development starting in 2027.

DeepSig is proud to help lead AI-Native innovation for the future of Wi-Fi and #6G.

[Tim O'Shea @oshtim]

@outsideobserver

[DeepSig @deepsignl]

Our team is excited to be at the #B6GS this week, demonstrating OmniPHY Axon, our production software for training, deploying, and operating AI-native air interfaces for 6G. OmniPHY Axon showcases how #AI can jointly learn transmitter and receiver functions to optimize wireless links under real-world conditions, paving the way for smarter, more efficient networks.

Learn more in a new blog by @oshtim: https://t.co/UW1N1r3QV9

#Brooklyn6GSummit #AINative #6G #WirelessInnovation #SpectralEfficiency @nokia @nyutandon @NYUWireless @ComSoc

[DeepSig @deepsignl]

Our latest blog, authored by Co-Founder and CTO @oshtim explores a fundamental redesign of how #wireless systems operate. For decades, air interfaces have been constrained by fixed modulation schemes and reference structures that cannot fully adapt to the complexity of real-world environments. The future is different. The future learns: https://t.co/UW1N1r3QV9

[DeepSig @deepsignl]

DeepSig is excited to be part of the Telecom Pavilion at #NVIDIAGTC Washington, D.C., October 27–29! Visit us at Booth 509 to see how our AI-native wireless solutions are advancing spectrum sensing, 5G/6G networks, and mission-ready communications: https://t.co/oM7E9qEmBW

#AINative #WirelessInnovation #5G #6G #AI #ML #SpectrumIntelligence @nvidia

[DeepSig @deepsignl]

DeepSig is proud to collaborate with @InterDigitalCom and @SkylarkWireless on advancing AI-driven #spectrum coexistence research. The project focuses on developing and demonstrating AI-based spectrum sensing and dynamic sharing technologies that enable secure and efficient use of mid-band spectrum across defense and commercial #5G systems, paving the way for future #6G innovation.

Learn more: https://t.co/B1vOdrcSXd

[DeepSig @deepsignl]

🚀 DeepSig is growing! We’re building the future of #wireless networks with #AI-driven sensing, communication, and adaptability. Help shape #5G, #6G, and beyond at the intersection of AI and signal processing.

Apply today: https://t.co/wAByzjykk6

[DeepSig @deepsignl]

🚀 Exciting news: DeepSig & @SrsSystems have been selected by @NSConsortium Spectrum Forward OTA, on behalf of the DOD FutureG Office, to lead #OCUDU, an open-source 5G/6G RAN reference architecture that will power the next generation of #wireless innovation.

The project will transition to the @linuxfoundation, accelerating the development of open, secure, and AI-ready networks for defense and commercial use.

#OpenRAN #5G #6G #OpenSource

Learn more: https://t.co/bsiT79WWf0

[DeepSig @deepsignl]

Today’s #RF landscape is crowded; #telecom, #drones and defense #signals can all collide. Legacy tools can’t keep up. @deepwavedigital & DeepSig deliver edge AI for real-time RF intelligence. Stay ahead of #spectrum chaos with smarter awareness where you need it most!

[DeepSig @deepsignl]

DeepSig joined industry leaders in Espoo, Finland, for the AI-RAN Alliance meetings to advance AI-native wireless networks. We shared progress on our AI-native Air Interface work, focused on boosting spectral efficiency, enhancing performance and supporting 5G evolution. We're energized by the momentum and remain committed to driving innovation in AI-powered RAN. Thanks to @Tietoevry for hosting!

#AIRAN #WirelessAI #6G #RAN #AINative #AIRANAlliance #AIinTelecom #5G

[DeepSig @deepsignl]

Tomorrow, DeepSig CEO Jim Shea will testify before the @HouseCommerce C&T Subcommittee on how #AI is transforming #wireless. Tune in at 10:30 AM ET:
https://t.co/T4n5g12bbx

[DeepSig @deepsignl]

Attending @IEEEorg #RFID 2025 next week? Join DeepSig's Director of Machine Learning on April 22 at 2 PM Eastern for his tutorial on #RFML beyond signal classification: ML signal processing, generative AI for channel modeling and learned communications for #6G: https://t.co/YuoOyuofcH

[Brendan Carr @BrendanCarrFCC]

We must ensure that America leads the world in wireless.

Doing so is key to promoting continued U.S. leadership in AI.

Freeing up spectrum also drives down prices for consumers & strengthens our national security while generating billions 💵 to fund national priorities.

[Tim O'Shea @oshtim]

Full contribution: https://t.co/m5gw10GYzd

[Tim O'Shea @oshtim]

Key takeaways from the chair's summary at this week’s 3GPP 6G Workshop in Incheon regarding next steps and areas of interest from contributions. We’re pleased to see each highlighted aspect recognized, as they align closely with focus from @deepsignl and the AI-RAN Alliance (6GWS-250238)